LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new...

166
LOF I DTIC DTC DE C 141989. App oved icr public releasel Disuution Uzin-ted DEPARTMENT OF THE AIR FORCE AIR UNIVERSITY AIR FORCE INSTITUTE OF TECHNOLOGY Wright-Patterson Air Force Base, Ohio 89 12 14 013

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LOF

I

DTICDTC

DE C 141989.

App oved icr public releaselDisuution Uzin-ted DEPARTMENT OF THE AIR FORCE

AIR UNIVERSITY

AIR FORCE INSTITUTE OF TECHNOLOGY

Wright-Patterson Air Force Base, Ohio

89 12 14 013

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SECURITY CLASS.F CA- ON OF T-tS AGE

Form ApprovedREPORT DOCUMENTATION PAGE OMB No o7o4-o88

!a REPORT SEC 3 R (_AS-iZ C.A ON o RES-RC- IE MARK NGS

2a SECLRiTY CLASSiFCATON AL,-OR!Tv 3 DST BTON,'AVAiLABILTY OF RE:)ORT

2DOEC-ASSPFCAT ON, DO'NGRAJING SC-ED wLE

4 PERFORMING ORGANIZATION RESORT NUMBER(S) S MONTORNG CRGANtZATON REDORT NUMBER(S,

F tiji,2 :Uc-~1'r -: c.? , r _ns .........

6a. NAME OF PERFORMING ORGANIZATION 6b OFPiCZ SYM1BOL 7a N"AME OF MONTO",G !GANAThON(If applicable)

6c. ADDRESS (City, State, and ZIP Code) 7b ADDRESS kCity, State. anid ZIP Code)

3a. NAME OF PUND!NG'SPONSORING Flo OF=,CE SYMBOL 9 ;ROC-REME",,N NS7RuME7 :DENT:FiCAT O". RGNANIplalORGANIZATONI (if applicable)

8c. ADDRESS (City, State, and ZIP Code) 10 SOURCE OF FUNDING NUMBERS

PROGRAM IPROJECT TASK A 'ORPKELEMENT NO NO NO ACCESS ('% w

11. TITLE (Include Security Classification)

Compression Testin, of Car!lon L'b'e-s (Lnclassified)

12. PERSONAL AUTHOR(S)

Thomas A. Do',.ne, Caro)ain, U.S. Air Force13a. TYPE OF REPORT 13b TIME COVERED 114. DATE OF REPORT (Year, Month, Day) 115 PAGE COUNT

-- S Thesis FRO TO1__ 1029 'lovemer I 1 f 716. SUPPLEMENTARY NOTATION

17. COSATI CODES 18. SUBJECT TERMS (Continue on reverse if necessary and identity by block number)FIELD GROUP SUB-GROUP

1 Compression, Carbon Fibers]1 i 0" Ii

19. ABSTRACT (Continue on reverse if necessary and identfy by block number)

Title: Compression Testing of Carbon Fibers

Thesis Advisors: Lt. CCl. Thoras SchunTie, Department of Operational SciencesDr. A. "I. Palazotto, Department of Aeronautics

Abstract on back.

20 DISTRIBUTION AVAILABILITY O- ABSTRACT 21 ABSTRACT SECURITY CLASSIFICATIONQ JNCLASSIFIED/UNLIMITFD C3 SAME AS RPT C3 DTIC USERS I Uncl--s i e

22a NAME OF RESPONSIBLE INDIVIDUAL 22b TELEPHONE (Include Area Code) 22c OFFICE SYMBOLA. 'I. Palazotto, PhD. , 13-255-299f AFIT/ENY

DD Form 1473, JUN 86 Previous-.."' " " SECURITY CLASSIFICATION OF THIS PAGE

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AFIT/GSO/ENS/ 89D-4

A- Ccesio'~

COMPRESSION TESTING

OF wlisCARBON FIBERS DT1iC

THESIS ,.

Thomas A. Doyne -F -

Captain, USAF l-

AFIT/GSO/ENS/89D-4---

01rt

Approved for public release; distribution unlimited

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AFIT/GSO/ENS/89D-4

COMPRESSION TESTINGOF

CARBON FIBERS

THESIS

Presented to the Faculty of the School of Engineering

of the Air Force Institute of Technology

Air University

In Partial Fullfillment of the

Requirements for the Degree of

Master of Science in Space Operations

Thomas A. Doyiie

Captain, USAF

December 1989

Approved for public release; distribution unlimited

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Acknowiedgements

I would like to express my sincere gratitude to my thesis

advisors, Lieutenant Colonel Thomas Schuppe and Professor A.

M. Palazotto and, my thesis reader Major Dave Robinson for

their expert advice, guidance and genuine concern throughout

the course of this work. Also, the support given by the

WRDC Materials Laboratory is deeply appreciated. A special

thanks to Dr. Charles Lee and Dr. Chyi-Shan Wang of the

University ot Dayton Research Institute, UDRI, who

introduced and guided me through the fascinating world of

experimental research.

I would also like to thank Kenneth Lindsey, of UDRI,

whose extensive knowledge of the micro-tensile testing

machine made this study possible. Sincere thanks is also

given to Bill Click for allowing me to use the facilities of

the Mechanical Characterization Laboratory and to all those

who helped and befriended me.

I would like to thank my beautiful wife who survived

eighteen months of separation in Colorado Springs while I

worked to complete my studies in Dayton OH. Finally, I

would like to thank my parents for their lcve and support

over the past year and a half.

ii

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Table of Contents

Page

Acknowledgements . . . . . . . . . . . I . . . . . . . . . . 3

List of Figures...........................V

List of Tables..........................vii

Abstract............................viii

I. Introductioi..........................1

Background..........................1Compression Test Methods...................3Problem Statement.......................4

II. Background...........................6

Overview............................6Rule of Mixtures for Composite Materials...........6Carbon Fibers.........................9

PAN fibers........................10Pitch-based fibers....................11

Fiber Compressive Behavior...................13Kinkband formation....................13Buckling........................14Material failure....................16

Compression Test Methods...................16Elastica, loop test....................17Bending beam test....................17Recoil test.......................19Fiber embedded in resin test..............19Direct compression test................20End effects.......................20

III. Methodology.........................22

Introduction..........................22Fiber Gage Length......................23Test Equipment........................24Test Procedures.......................25Data Analysis.........................28

IV. Results and Discussion.....................31

Introduction..........................31T300 Fiber..........................32P100 Fiber..........................44P55 Fiber..........................50

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V. A Comparison of The Fiber Compression Test Methods . . . . 54

Introduction .......... ....................... 55Statistical Analysis ........ ................... 55A Single Fiber Population .. ............. 58

Polymeric Fiber Population ...... ................ 59Carbon Fiber Population ...... ................. 60Summary ........... ......................... 61

VI. Conclusions and Recommendations .... ............. 62

Conclusions .......... ....................... 62Recommendations ........ ..................... 64

Appendix A: MTM-8 Test Procedures ..... .............. 67

Appendix B: Test Equipment ....... .................. 74

Appendix C: Statistical Analysis ..... ............... 75

Appendix D: T300 Data ........ .................... 91

Appendix E: P100 Data ....... ................... 105

Appendix F: P55 Data ........ .................... 125

Appendix G: Comparisons of The Compression Test Methods 141

Appendix H: Recommended Experimental Design . ........ 144

Birliography .......... ........................ 154

Vita ............. ............................ 157

iv

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List of Figures

Figure Page

1. Composite Element (10:90) ........ ................ 7

2. Structure of Ideal PAN Molecule Reprinted From (17:200) 10

3. Textures of Pitch Fibers Reprinted From (17:217) ..... 12

4. Ideal Kinkband Reprinted From (6:37) ... ........... 13

5. Euler Buckling of a Simply Clamped, Linear Elastic PrismaticColumn ............ .......................... 15

6. Elastica Loop Test Reprinted From (1:105) . ........ 17

7 Bending Beam Test Reprinted From (6:81) .. ......... 18

8. Exposed Top Viei.7 of the MTM-8 Reprinted From (19) . . .. 24

9. Mirror Image and Split Image viewed in MTM-8 Telescope . 25

10. Photograph of a T300 Fiber Buckling ... ........... 34

11. Compressive Stress-Strain Curve for T300 Fiber Mounted Withthe Old Glue .......... ....................... 38

12. Compressive Stress-Strain Curve for T300 Fiber Mounted Withthe New Glue .......... ....................... 39

13. A T300 Fiber Loaded In Compression and then Tension . . . 40

14. A Plot Of Observed T300 Data, The Fitted Regression Line andThe True Modulus Point ....... .................. 42

15. Stress-Strain Curve For T300 Fiber Showing Glue Failure 44

16. A P100 Stress-Strain Curve ...... ................ 46

17. A Stress-Strain Curve of a P100 Fiber Loaded Tension to

Compression .......... ....................... 46

18. A Plot of The Number of Fibers Tested At Different GageLengths ........... ......................... 46

19. A Plot of The Obeserved Data, The Reqression Line And TheTrue Modulus Point . . . .................... 50

20. A Typical P55 Stress-Strain ,',w' 52

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21. Stress-Strain Curve For A P55 Fiber Loaded In Tension AndCompression...........................53

22. A Plot of the Number of Fibers Tested At Different GageLengths...........................54

2-3. A Plot of The Obsez ed P55 Data, -he Regressi-n Line And TheTrue Modulus Point......................55

24 . A Plot of The Predicted Compressive Strengths From Rule ofMixtures (21)........................57

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List of Tables

Table Page

I. Range of Gage Lengths for the Carbon Fibers .. ...... 23

II. Statistics of Tests Usino the Old Glue .. ......... 35

III. Two Sample T-Test For Old Glji TUse vs. New Glue rse 3r

IV. 1300 Compressive Strength (koi) 'iu1 ... .Q. .

V. Weiqhted Least Squares Analysis For T300 Data ..... 41

VI. Results nf Tests on T300 With .065 mm Gage Length . . . 44

VII. Results of P100 Testing ...... ... ................ 45

VIII. The Results of the Weighted Least Squares Regression of theP100 Data .............. ........................ 4

IX. The Results of The P55 Testing ..... ............. 52

X. The Results Of The Weighted Least Squares Regression Of TheP55 Data . . . . . . . . . . . . . . . . . . . . . . . . 55

XI. A List Of The Predicted And Observed Compressive Strengths

(2 1 :4 ) . . . . . . . . . . . . . . . . .. . . . . .. . 5 5

XII. The Results of The Unweighted Lcast Squares Analysis . . 58

XIII. The Results of The Unweighted Least Squares Analysis ForPolymeric Fibers ......... .................... 59

XIV. The Results of The Unweighted Least Squares Analysis ForCarb-n Fibers .......... ...................... 61

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AFITiGSOE'" , 39D-i'

ABSTRACT

T'ndeLstandinq the compressive properties of composites is key

to the development of new hiqh p-rformance composites r-quir-d

f-r the ne::v (jenerat ion of aerospace structures. One important

aspect of composite compressive properties is the fiber

compressive properties. A method has been developed for testini

composite fibers in direct compression by using the Tecam Micro

Tensile Testing Machine iMTM-8). The MTM-8 had been used

successfully to measure the compressive properties of polymer

fihrs. This study demonstrated the MTM-8's ability to

compression test carbon fibers that required gage lengths on the

order of .1 mm to prevent Euler buckling. The data was then

compared to the properties determined by other test methods such

as: the elastica loop, the bending beam, recoil, and composite

specimen tests.

The compressive strengths and the stress strain curves for

T300, a PAN fiber, P100 and P55, both pitch fibers. The strength

of the T300 fiber could not be determined because the glue

holding the ends of the fiber failed before the fiber did. This

method did determine the strength of the P100 and P55 fibers.

Ti- apparent (measured) compressive and tensile modulus were

found to be the same for all three fiher. The apparent moduli

varied with gage length for all thie: fih:' in th-, :-ame manner

as the polymer fibers o f h- i, i, .n ,i

viii

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variability reduced the confidence of the actual moduli values

determined from the machine compliance curves. The fiber

strengths determined with the MTM-8 can be related to thf-

strengths predicted by the rule of mixtures for composites almost

one-to--one with least squares analysis.

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COMPRESSION TESTING OF CARBON FIBERS

:. INTRODUCTION

Background

- In materials engineering, romposites are a class of

materials made by embedding fibers of one type of material

within another material, called '.he matrix. In general,

composite materials possess high strength for their weight,

and as a result, composites have been the subject of

intensive research in aerospace engineering. The best

examples of the use of composites in space are the payload

bay doors of the Space Sbuttle.(17:736). Major new space

programs, such as the Space Station, also require

lightweight materials with high strength and stiffness.

Therefore, composite materials are logical candidates for

use in the Space Station. Research is being conducted to

improve the performance of composites so that they may be

used in such applications (20).

The properties of a composite material are related to

the properties of both the fiber and the matrix. This

relationship is approximated by the rule of mixtures, which

shows that the fiber's properties are the dominant factor in

| -| • 1

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determining the composite's properties. 1ibers with h..gh

moduli of elasticity (high stiffness) have been embedded in

matrix materials, such as epoxy, to create new, higher

performance composites. An interesting finding of

high-performance composite research was the fact that the

compressive strength does not necessarily increase with

increase in the fiber's stiffness. This phenomenon

increased the interest in understanding the compressive

strength of composites, as well as their constituent fiber

and matrix materials. Previously, information about fiber

compressive strength was calculated from the rule of

mixtures and was therefore based on the compressive strength

of the composite, and not on any testing of the fiber (20).

The disparity between the compressive strengths of many

high-performance composites has resulted in a multifaceted

research effort to understand and improve the compressive

properties of such composite materials. One facet of the

research is concerned with the development of new fibers.

Another facet is concerned with gathering information on

existing fibers to better understand the correlation between

the fiber's properties and the ultimate properties of

composites fabricated with that type of fiber (20).

2

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The development of new fibers is an active area of

research. Currently, test specimens are used to determine

the tensile and compressive strengths and the modulus of

elasticity of composites that use the new fibers (20).

However, new fibers are initially made in such small

quantities that test specimens of composite materials cannot

be fabricated. A test method which can characterize a

fiber's compressive properties and then relate those

properties to the composite's properties is highly desired,

because of the savings in time and expense of composite test

specimen fabrication. Such a method of assessing a new

fiber's potential in a composite would speed the development

of new composites.

Compression Test Methods

Because the fiber's compressive strength is of

particular interest, several methods have been used to study

this property. These methods are as follows: 1) the

bending beam test; 2) elastica loop test; 3) recoil test

and; 4) fiber embedded in resin test (12:5). Each of these

tests will be discussed in greater detail in Chapter 2.

However, the use of these tests leads to a scatter of

compressive strength data for a given type of fiber, and

thus results do not always -rrelpd t,'11 -' ,h'- strengths

3

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calculated from the rule of mixtures of composites (20) . A

more direct test method would be of great value to

researchers.

The Tecam Micro-Tensile Testing Machine, the MTM-8,

originally designed to test small diameter specimens in

tension, has been modified for direct compression testing of

composite fibers. The MTM-8 will be described further in

Chapter 3 and in Appendix A. The MTM-8 has been used to

determine the compressive strengths of several different

polymeric fibers (8). These polymeric fibers have a

diameter of approximately 10 - 15 micrometers. In this

study, the MTM-8 will be used to test carbon fibers which

have diameters of 5 - 10 micrometers.

Problem Statement

The purpose of this study is to determine the

compressive strengths of different carbon fibers with the

MTM-8 and then correlate the results to the compressive

strength of the fibers, as calculated using the rule of

mixtures with data from composite specimens. The

correlation of the MTM-8 compressive data will be compared

to the correlations of the other compressive test methods'

data to determine which test method achieves the best

correlation to the rule of -n:-4rc ' "' t....s '~f this

4

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study, several sub-objectives will be met, which are as

follows:

1. The compressive properties of carbon fibers willbe found using the MTM-8

2. The procedures for utilizing the MTM-8 will befurther refined during the data collection.

Two common types of carbon fibers will be examined in

this study, polyacrylonitrile (PAN) fibers and pitch-based

fibers. Chapter 2 provides a detailed description of 1ibese

fibers.

5

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II. BACKGROUND

Overview

A review of the basic concepts of materials engineering

is beneficial because of the nature of this type of

research. This chapter will review - 1) the rule of

mixtures for composite materials; 2) carbon fibers; 3)

compression failure modes and; 4) compression test methods.

Rule of Mixtures for Composite Materials

The rule of mixtures is an empirical equation that

relates the stiffness of a composite, as measured by Young's

modulus, to the moduli of its fiber and matrix. For

uniaxial composites, the rule is expressed as follows:

E, = Efvf + Emv. (1)

where E, is the apparent Young's modulus of the composite in

the fiber direction, Ef and E, are the moduli for the fiber

and matrix respectively and, vf and v, are the volume

fractions of the fiber and matrix in the composite (10:91).

The key assumptions of this macromechanical approach to

characterizing a composite material's properties are:

6

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21FIBE

--- - --MATRIX

MATRIXI

L ZL I

Figure 1 Composite Element (10:90)

1. the composite contains only unidirectionalfibers

2. the strains in the fiber direction are the same forboth the fiber and matrix

3. The constituent materials behave elastically

(10:90).

Equation 1 can be used to calculate a value for the

compressive strength of a fiber, provided that the moduli of

the composite and matrix are known. For many matrix

materials, Em << Ef (13:111), or Vm may be assumed equal to 0

(16), therefore, equation 1 can be reduced to:

E. = EfVf (2)

Equation 2 can be modified by replacing the modulus terms

with their Hooke's Law equivalents as follows:

g.= aYE (3)

7

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where a, and af are the strengths of the composite and

fiber respectively. Simplifying equation 3 and solving

for the strength of the fiber (13:112), one obtains:

= C (4)Vf

Equation 4 is the most common method of determining a

fiber's compressive strength because compression testing

of composite specimens is much easier than compression

testing of small diameter fibers. However, a large

quantity of fiber is required to fabricate the composite

specimens, and such a quantity of fiber is not normally

available for new experimental fibers. Existing

commercially produced fibers have been and are being

compression tested in order to find a correlation between

the actual fiber strength and the fiber strength

predicted by the rule of mixtures from composite test

data. If this correlation is found, the potential of new

fibers for use in a composite can be evaluated using only

a small number of fibers.

Carbon Fibers

Carbon fibers have been used extensively in modern

composites because of their high stiffness and high

8

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tensile strength. Carbon fibers are a class of fibers

that are 80 - 90 wt. % (percent by weight) carbon, with

diameters ranging between 5 - 15 micrometers (17:205).

Carbon fibers are manufactured from various

precursors (starting materials). The most common

precursors are rayon, polyacrylonitrile (PAN), and pitch

(17:197). Carbon fibers based on rayon were first

developed by Thomas Edison for use in his incandescent

lamps. However, by 1909, tungsten filaments replaced

carbon fibers and interest in carbon fibers waned until

The !or5('s. Research was then focused on the use of

carbon fibers for use in rockets and missiles. The first

use of polyacrylonitrile (PAN) was reported by Tsunoda in

1960. Research on the use of pitch as a precursor for

carbon fibers began in the mid-1960's (17:197-199).

Since this thesis is focusing on the compressive

strengths of PAN and pitch based fibers, these fibers

will be explained in detail.

PAN fibers. Polyacrylonitrile is a long linear

molecule consisting of a hydrocarbon backbone with

nitrile (carbon-nitrogen) groups attached along its

length.

9

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SCH\ /CH2 /CH2 /CHCH / CCH / C CH CH

rigure 2 Structure of Ideal PAN Molecule Reprinted From(17:200)

The PAN fiber manufacturing process consists of the

following steps:

1. Spinning and stretching the precursor

2. Stabilization at 220 degrees C under tension

3. Carbonization at - 1500 degrees C in an inertatmosphere (17:200).

The spinning and stretching of the PAN precursor form the

fiber and align the molecules parallel to the fiber axis,

which improves the fiber mechanical properties.

Stabilization of the fibers continues th- alignment of

the molecules and prevents any relaxation (loss of

molecular alignment) during the carbonization step.

Carbonization is simply the heat treatment of the

stabilized fiber to remove the majority of the noncarbon

elements. Approximately 55 - 60 wt. % (percent by

weight) is lost during this step. The resulting fiber is

80 - 95 wt. % carbon, with a hiahly a) I m1) lerlil ar

10

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structure. When the carbonization is continued until the

fiber is +99% carbon, the fiber is classified as a

graphite fiber (17:200-207).

Pitch-based fibers. Pitch is a very common

precursor for carbon fibers. Pitch is a mixture of

by-products of petroleum refining and is considered to

be a waste product since it is difficult to refine into

petroleum products. As a result, pitch is a plentiful

and inexpensive source of carbon for fiber manufacture

(17:214).

The most popular method of manufacturing pitch

fibers is the mesophase pitch process. The steps to this

process are as follows:

1. Heat to 400-500 ° C to transform the pitch intothe mesophase (a liquid crystalline) state

2. Spin the mesophase into filaments

3. Thermoset and carbonize the fibers(17:214).

This process is analogous to PAN fiber fabrication. The

spinning transforms the pitch into fibers and aligns the

molecules along the fiber axis. Thermosetting prevents

relaxation during the carbonization. Carbonization

removes the noncarbon elements, leavino i fiber 80 - 95%

1i

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carbon by weight. The resulting pitch fibers are

considered high-performance fibers because they can have

a modulus as high as 128 Msi (880 GPa) and a compressive

strength as high as 320 ksi (2205 MPa) (17:217). The

cross section texture of pitch fibers will vary depending

on the spinning process. Some fibers exhibit a radial

texture while others exhibit onion skin or random

textures.

Radial TeAture Onion-Skin iexture

Ranom Texiure

Figure 3 Textures of Pitch Fibers ReprintedFrom (17:217)

Fiber Compressive Behavior

Composite fibers will behave in a variety of ways

when subjected to compressive loads. Three modes of

behavior are of interest in this research: kinkband

formation, buckling, and ,i2i f !,'

12

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Kinkband formation. Kinkband formation in a

composite fiber is a microbuckling mode of fracture. One

proposed mechanism for kinkband formation is buckling

along planes of easy shear slip, as depicted in Figure

4. From their study of the compressive failure of

Fir.gur 4 Ideal Kinkband Reprinted From (6:37)

single carbon fibers, Hawthorne and Teghtsoonian (9)

showed that kinkband formation was based on the

anisotropic nature of the fibers. As the molecular

orientation of the fiber increased, the fiber's

anisotropy increased, which changed the fracture mode to

microbuckling (kinkband formation) (9). Test such as the

elastica loop, bending beam. And fO-r -mh-dded in resin

13

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tests have been used to examine the nature of kinkband

formation in various types of fibers (9, 7, 6, 11).

Buckling. Buckling is simply a very large

deformation resulting from a very small increase of

compressive load (4:1). The stress that causes buckling

can be very different than the compressive

Figure 5 Euler Buckling of a Simply Clamped,Linear Elastic Prismatic Column

stress that causes material fracture. As a result,

buckling is to be avoided. By assuming the fibers to be

simply clamped, linear elastic prismatic columns, the

following Euler buckling equation can be used to estimate

the load at which the fibers will buckle instead of break

for a given fiber length:

14

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P. = 4WEI (5)

--

where

P-- = critical loadE = tensile modulusI = area moment of inertia for a linear materialL = gage length of the fiber (4:22)

Euler buckling occurs when the potential energy of the

fiber increases to the bifurcation point. The

bifurcation point is the point where two different energy

states are equally likely to exist in the fiber, thereby

causing instability in the fiber (8:7).

Material failure. Material failure is simply

loading the fiber in compression until the point of

fracture, without buckling occurring. This point

determines the compressive strength of the fiber.

Compression Test Methods

Carbon fibers formed from PAN and pitch precursors

have been widely used for composite materials. While

carbon fiber composites have excellent tensile strength,

in general, these composites tend to be weaker in

compression. In an effort to better understand composite

compressive strength, fiber compressive properties are

being examined. Several different methods have been

:15

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developed for testing composite fibers. These methods

are as follows: 1) elastica loop test; 2) bending test;

3) recoil test; 4) fiber embedded in resin and; 5)

direct compression test.

Elastica loop test. The elastica loop test was used

by Allen (1) during his research on the properties of

polymer fibers. The test loads the fiber as shown in

Figure 6.

Y

L?I Ix

rigure 6 Elastica Loop Test Reprinted From (1:105)

The stress analysis is based on equating the elastic

strain energy in an element of the looped fiber with the

work done in creating the looped fiber. The stress field

on the concave side of the fiber is compressive (1:117).

Since the fiber is loaded simultaneously in compression

16

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and tension, the true axial compressive strength is

difficult to determine.

Bending beam test. The bending beam test is so

named because the fiber is mounted to a beam which is

then loaded as shown in Figure 7. The fiber is glued to

a beam that is deflected upward by a roller forced inward

toward the clamped end of the beam. Assuming a perfect

bond between the fiber and the beam, the strain at a

given point should be the same for both the fiber and the

beam. The strain is then calculated for a given point on

the beam and equated to the fiber at that point. The

compressive strength is then calculated from Hooke's law:

.= E, (6)

which assumes that the tensile and compressive modulus

are the same and that fiber behavior is linear up to the

point of failure. The latter assumption is most likely

untrue and will result in overestimating the compressive

strength (8:3).

Recoil test. The recoil test method forces linear

stress-strain behavior by dynamically loading the fiber.

A single fiber is loaded in tension and then cut at its

midpoint. Each half of the cut fiber recoils back toward

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the clamps, thereby inducing a compressive stress wave.

metal Cl 4trsreplate.- elastilc bol

mirdi fiber

p iea hole•~~~t badJ - I se plateoetl1 bos2

plate

Figuze 7 Bending Beam Test Reprinted From (6:81)

The kinetic energy of the fiber is transformed into

strain energy and the compressive strength can be

derived. This test assumes the fiber recoils directly

back along the axis of the fiber and does not account for

any lateral motion. In addition, this method is unable

to determine the compressive modulus (20).

Fiber embedded in resin test. In this test, a

single fiber or fiber bundle is embedded in a resin test

sample. The sample is then subictei f .-. mreszive

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load and the fiber is examined. Dobbs et al. subjected

unidirectional Kevlar fiber composite specimens to

compressive loads and extracted the fibers in order to

compare them to the fibers tested with the elastica loop

method and the bending beam method (Dobbs:963). Keller

embedded a bundle of polymer fibers in a clear matrix

material and examined the compressed fiber using x-ray

diffraction (11). Both of these studies examined

kinkband formation.

Direct compression test. Polymer fibers were tested

in direct compression using a modified Tecam MTM-8

Micro-Tensile testing machine (8). This work validated

the procedures for using the MTM-8 to compression test

polymer fibers. The machine compliance (error) was

determined, as well as the moduli of elasticity and

compressive strengths of different polymer fibers. Great

care must be used when mounting the fiber into the MTM-8

in order to prevent any off-axis loading due to

mis-alignment. The MTM-8 can apply compressive loads on

a fiber and will be used in this study of the compressive

characteristics of carbon fibers.

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End effects. The stress distribution across the

cross-section of a fiber is affected by the method of

mounting in the testing machine. End effects cause a

three dimensional stress field in the fiber that may

cause the fiber to fail before its maximum compressive

strength is reached. One method of estimating the fiber

gage length required to avoid end effects is with the

following equation:

L = E,5 (7)d G "5

where

Lf = fiber gage length

d = fiber diameterEt = fiber tensile modulusG = fiber shear modulus (8:8)

While this relation was developed with a polymer fiber,

this equation should provide an estimate of the minimum

gage length needed to avoid edge effects.

Summary

This chapter has provided a review of the materials

engineering concepts pertinent to this study. The rule

of mixtures for composites, carbon fibers, compression

failure modes and the different compression test methods

must be understood in order for the results of this study

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to be understood. The next chapter presents the

experimental methodology developed with these concepts.

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III. Methodoloqy

Introduction

Several different types of carbon fibers were tested with

the MTM-8 in order to determine their compressive strengths.

In addition to compressing the fibers, the MTM-8 measured

the resulting deformations so that a stress-strain curve

could be constructed. Three commonly used carbon fibers

were tested, T300 fiber (a PAN fiber), P55 and P100 fibers

(two pitch-based fibers). These fibers were obtained from

Union Carbide Corporation. This chapter will discuss 1)

fiber gage lengths, 2) test equipment, 3) test procedures

and, 4) data analysis. Appendix A presents a detailed

description of the MTM-8 and the procedures for its use.

Appendix B lists the equipment used in this study, including

the computers and the software.

Fiber GaQe Length

Fiber gage length is determined by Euler Buckling and end

effects criteria. Euler Buckling determines the upper bound

of the gage length and end effects determine the lower bound

of the gage length. The Euler buckling equation, equation

(6) discussed in Chapter 2, and equation (5), also discussed

in Chapter 2, were used to calculate the boiinds for the gage

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lengths. The table below lists thle range of gage lengths

for the fibers. The gage lengths are converted to metric

units because the MTM-8 is calibrated for metric units. The

upper bounds were calculated using the predicted compressive

strengths of the fibers from the rule of mixtures for

composites.

Table I Range of Gage Lengths for the Carbon Fibers

Fiber Compressive Tensile Shear Upper LowerType Strength Modulus Modulus Bound Bound

(ksi) (Msi) (Msi) (mm) (Mm)

T300 417 34 3.2 .07 .016P100 70 100 * .59 *P55 123 55 * .33 *

Shear Modulus unavailable for the calculation

Test Equipment

The MTM-8 is an optical-mechanical device that can load a

fiber in either tension or compression and measure the

resulting displacement. Since the MTM-8 is mechanical, the

usual sources of error associated with electronic equipment

are not present. A detailed description of the MTM-8 and

its operation is provided in Appendix A.

Fibers are placed in either tension or compression with

the MTM-8 (see Figure 8) through a series of micrometers,

torsion arms and levers. Rotating the load

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FIN IiRA H I

-2 5. .. !

2 5r - L AD MILIIA E TER -(Isr I / l'i~:;- '-: -' to~ ,co LIe

jCOARSE SIRII ICII~Ef

f13 L 14- I;I Fill

-27

rigure 8 Exposed Top View of the MTM-8 Reprinted From (19)

micrometer, 18, loads the fiber by applying a moment to the

torque arms, 26, through the lever, 25, which causes the

left anvil, 13, to move towards or away from the right

anvil, 14. The resulting deformation of the mounted fiber

causes a mirror, 27, to move. When reviewed through the

telescope, the mirror movement causes an image formed from

the mirrors to split. The greater the deformation, the

greater the image is split. (see Figure 9) Re-aligning

the images with the fine strain micrometer, 14, measures the

displacement to hundreds of Angstroms. The load and

displacement measurements can then be used to plot a stress-

strain curve for the tested fiber.

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Figure 9 Mirror Image and Split Image viewed in MTM-8 Telescope

Test Procedures

Fibers were mounted in the MTM-8 by gluing the ends of

the fibers to the anvils with 1,5 diphenylcarbazide, a

thermoplastic glue. This glue was used because it could be

melted and then quickly solidify at room temperature without

affecting its material properties. The fiber was first

glued to the right anvil and then to the left anvil.

Fiber alignment during the mounting process is of

paramount importance to ensure pure axial loading of the

fiber. Lateral alignment of the fiber was checked with the

travelling microscope. The vertical alignment was checked

with the focus of the traveling microscope. A fiber in

focus is in the focal plane and, therefore, is vertically

aligned. If the fiber was mis-aligned, then the glue on

either anvil was melted and the left anvil, which has three

dimensional adjustment capabilitie-, . "- i Once the

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fiber was aligned, then the zero load point was set on the

ioad micrometer. Next, the glue on the left anvil was

remelted and the anvil was muved in towards the right anvil

to set the desired gage length. Finally, the glue on each

anvil was melted and re-hardened in order to minimize or

eliminate any residual stresses that might be in the fiber

embedded in the glue. Mounting and aligning the fibers was

a painstaking process due to the frailty of the fibers. The

entire testing process for one fiber would require up to 60

minutes. As experience was gained in the procedure the

required time for the process was reduced to an average of

40 minutes.

Since the precision of the MTM-8 is assumed to be

constant, the load increments were set at equal intervals to

obtain good results for the resulting stress-strain curve

(18:152). The load was incremented by 0.05 on the scale of

the load micrometer, which equated to a load of 0.42 g.

This load increment gave a noticeable image split and an

average of 10 data points for the stress-strain curves.

Approximately 30 of each type of fiber were tested to

failure so that the central limit theorem (CLT) could be

invoked. The CLT states that if the sample size is large

enough, then the sample mean is approximat-ev normally

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distributed (14:6). A detailed discussion of statistical

analysis is provided in Appendix C.

The moduli determined from the stress-strain curves are

not equal to the true fiber moduli because of the MTM-8's

machine compliance (displacement). The relationship of the

apparent modulus to the actual modulus is derived from

Hooke's law and is expressed:

1 = 1 + L . 1 (8)

E E of L

where

Ea= apparent fiber mcdulusE= corrected fiber modulusLf = fiber gage lengthLm = machine complianceUf = fiber stress (8:22)

This relationship has been shown to hold for polymeric

fibers tested in either tension or compression (8). The

gage lengths for each set of fibers were varied between

0.27 and 0.11 mm in order to verify the applicability of

equation 8 holds.

Data Analysis

The data of interest in this study is the failure

compressive strength of the tested fibers and the

compressive modulus of the fibers. As previously stated,

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a minimum of 30 fibers were tested so that the CLT could

be used in the statistical analysis of the fiber data.

The following are the steps which were used to analyze

the collected data:

1. A check to ascertain if the data can be considered

to be a sample from a normally distributed population.

The statistical analysis techniques used in this study

assume the data is normally distributed.

2. An examination of the data for any bias such as

researcher experience with the test equipment.

3. If the data can be assumed to be normally

distributed, then the mean observed strength is the

maximum likelihood estimator of the fiber compressive

strength (5:231). The basic statistics of the data were

calculated with the software package STATISTIX (15).

4. A calculation, using STATISTIX, of the unweighted

least squares regression for 1/E. = I/Lf and the

associated Fitness test and R2 values. The F-test and R2

values indicate how well the regression fits the observed

data.

5. A plot cf the fitted regressicn values verses the

residual values to determine data -i- I-, - n

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nonlinearity if indicated by step 4 Fitness test results

and R' values.

6. A recalcu-ation of th- least squares regression

with transformed data or a weighting variable as

indicated by step 5.

Chapter 4 presents the results of this statistical

procedure. Appendix C presents a detailed summary of the

theory underlying this analysis and presents all the

steps used in the data analysis for all three fiber

types.

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IV. RESULTS AND DISCUSSION

Introduction

Three carbon fibers were tested in direct compression

with the TECAM MTM-8. The T-300 fiber is a PAN carbon

fiber with an average diameter of about 5 micrometers.

The P55 and P100 fibers are pitch-based carbon fibers

with average diameters of approximately 10 micrometers.

The MTM-8 was used to plot a stress strain curve and to

find the ultimate axial compressive strength of each

fiber. An in-depth discussion of the statistical

analysis is presented in Appendix C. Stress-strain

curves for all the fibers tested and used in the analysis

are presented in Appendices D, E and F.

T300 Fiber

The T300 fiber was the first fiber to be tested

because its Euler Buckling gage length was the smallest

of the three fibers. If the MTM-8 could successfully

test this fiber, then it should be able to test the other

fiber types with little difficulty.

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Figure 10 Photograph of a T300 Fiber Buckling

A T300 fiber with a 0.6 mm gage length was compressed

in the MTM-8, in order to test the assumption of Euler

Buckling with clamped end conditions. The fiber buckled

in the classic Euler buckling manner for clamped end

conditions, as can be seen in Figure 10.

The maximum gage length predicted for the T300 fiber

from the Euler buckling equation is 0.07 mm. The initial

attempts at mounting fibers at this small gage length

failed because the glue kept bridging the 0.07 mm gap.

Fibers were then tested at a longer gage length, 0.11 mm,

to further check the assumption of Euler buckling.

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In all, 34 T300 fibers were tested to their breaking

point. With the first 16 fibers, the mounting glue

prematurely fractured thereby increasing the gage length

of the fiber and allowing the fiber to fail at a much

lower stress. Table II shows the results of these tests.

A two tailed t-test was performed to verify if the mean

strength of these tests, 103 ksi, was statistically

different than the 173.33 ksi predicted by the Euler

buckling equation. The test did confirm that the two

strengths were statistically different.

Table II Statistics of Tests Using the Old Glue

DESCRIPTIVE STATISTICS (ksi)

VARIABLE MEAN S.D. N MEDIAN MINIMUM MAXIMUM

OLD 103.0 43.5 16 91.75 59.56 214.3GLUE

Several modifications in the experiment were

implemented to investigate this mode of glue failure.

The first modification was testing other types of fibers

to check if this glue failure was specific to the T300

fiber. The second modification was to replace the year-

old glue with new glue ordered from the manufacturer.

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The next modification was the plotting of stress-strain

curves to see if the curves were linear and that the MTM-

8 was performing properly. In adidition, the modulus

could be found and the modulus-gage length relationship,

verified for tha pcl yvmer fi rs, could bo checked (8).

Four PBT as-spun fibers and four P100 fibers were

tested in te -of Lth i of t' >. i- ier types,

approximately 20 micrometers and approxinl-tely 10

micrometers respectively, were significantly thicker than

the T300 fiber diameter. No glue damage was observed

before or after fiber failure for any of these fibers,

therefore the glue failure appears to be associated with

on.y the T300 fiber tested at higher compressive

strengths.

Next, new 1,5 diphenylcarbazide glue replaced the

year-old 1,5 diphenylcarbazide glue that had been

previously used. A two sample t-test was (see Table III)

used to compare the mean compressive strength of the 16

fibers mounted with the old glue to the mean strength of

the 10 fibers mounted with the new glue. Both sets of

fibers had a gage length of 0.11 m. STATISTIX

automatically performs the test twice - first, assuming

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Table III Two Sample T-Test For Old Glue Use vs. NewGlue Use

TWO SAMPLE T TESTS FOR OLD GLUE VS NEW GLUE

MEAN SAMPLEVARIABLE STRENGTH SIZE S.D. S.E.

OLD 103.0 ksi 16 43.50 10.87NEW 178.4 ksi 10 30.32 9.589

T DF P

EQUAL VARIANCES -4.79 24 0.0001UNEQUAL VARIANCES -5.20 23.6 0.0000

F NUM DF DEN DF PTESTS FOR EQUALITY

OF VARIANCES 2.06 15 9 0.1379

CASES INCLUDED 26

the two samples have equal variances and then assuming

they have unequal variances. A test for equality of

variance is also performed so the appropriate test

results can be used. The test (see Table III) indicates

that the means are from two different populations with

equal variances and therefore, the old glue data can be

omitted from any further statistical analysis. The tests

with the new glue resulted in a higher mean failure

strength (see Table IV for the basic statistics) that was

much closer to the predicted strength E,'ler bu ckling

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stress.. The mean strength of 178.4 ksi differed from

the predicted buckling stres of 173.3 ksi by only 2.9%.

Table IV T300 Compressive Strength (ksi) Results

DESCRIPTIVE STATISTICS (ksi)

VARIABLE MEAN S.D. N MEDIAN MINIMUM MAXIMUM

NEW 178.4 30.3 10 179.8 137.8 240.4

A two tailed t-test was performed, and the test indicated

that the observed strength and the predicted strengths

can be considered equal. This result is another

confirmation of the assumption of clamped end conditions.

The stress-strain curves (see Figures 11 and 12) for

both the old glue and the new glue were linear,

indicating that the MTM-8 was operating properly and that

the fibers were behaving elastically prior to the point

of buckling.

In one instance of testing a fiber with the new glue,

the glue failed and the fiber buckled but did not break.

The compressive loading was then reduced and the fiber

was then placed under a tensile load until failure

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T300 7 JUL89

IST Fiber

50

40

30

20

101

0 I' I0 OOE-00 4 OOE-03 8 00E-03

2 00E-03 6 OOE-03 I OOE-!STRAIN

Figure 11 Compressive Stress-Strain Curve forT300 Fiber Mounted With the Old Glue

(see Figure 13). This stress strain curve graphically

illustrates the fiber buckling with the change in slope

of the curve between the last two points on the

compressive loading portion. The graph also shows that

the measured compressive modulus and the measured tensile

modulus are the same. A paired t-test performed with

data from additional fibers, also tested tension to

compression, showed that the tensile and compressive

moduli are the same. Finally, a least-squares regression

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T300 ii JGL 89

2ND Fiber

140

120

100

80

44 0 60

40

20

0 0OE000 4 OE-03 8 00E-032 00E-03 6 OOE-03 i.OOE-1

STRAIN

Figure 12 Compressive Stress-Strain Curve forT300 Fiber Mounted With the New Glue

analysis was performed on all the fibers mounted with the

new glue to check if the inverse of the measured

modulus/inverse gage length relationship found during the

polymer fiber testing still held true for the T300 fiber.

Since a least-squares regression assumes the data being

analyzed is from a normally distributed population,

STATISIX was used to calculate a Wilk-Shapiro number for

the modulus data, which is a measure of the normality of

a given set of data. The number calculated (.9398)

strongly indicates that the modulus data is normally

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T300 STRESS-STRAIN CURVE

Compresslve to Tensile Loading

300

2= 00too

og

- 0

-200 T- - - T - r -

-1 OOE-02 -2.O0E-03 6 OOE-03-6 DOE-03 2 ODE-03 I ODE-02

STRAIN

Figure 13 A T300 Fiber Loaded In Compression and

then Tension

distributed thereby satisfying the normality assumption

required for a least squares analysis. The results of

the weighted least squared analysis are listed in Table

V.

The regression results show a definite relationship

between the inverse of the apparent modulus and the

inverse of the gage length. However, the regression also

shows that the intercept should be zero because of the

large amount of variation in the apparent modulus for the

0.11 mm gage length. The small R value- indicates that

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Table V Weighted Least Squares Analysis For T300 Data

WEIGHTED LEAST SQUARES LINEAR REGRESSION OF 1/E,

WEIGHTING VARIABLE: Lf.

PREDICTORVARIABLES COEFFICIENT STD ERROR STUDENT'S T PVALUE

CONSTANT 8.6038E-03 3.1671E-02 0.27 0.78941/Lf 6.2625E-03 3.7854E-03 1.65 0.1175

CASES INCLUDED 18DEGREES OF FREEDOM 16OVERALL F 2.'i37 P VALUE 0.1175

ADJUSTED R SQUARED 0.0927R SQUARED 0.1461RESID. MEAN SQUARE 2.736E-06

the regressioa does not account for much of the variation

in the data. Figure 14 shows the amount of variation in

the observed data as well as the fitted regression line.

The probable causes for this variation include:

1) Machine error2) Weak glue-fiber bonding3) Weak glue-anvil bonding4) Gage length measurement errors

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Observed T300 Data, Fitted Regression

Line And True lloduius Point

0 12

j ACTUAL

IFITTEDU fl8J

0 080

_'A TRUE MOD

0 04

0 02I

-200OE-00 2 00E+O0 6 00E*O0 I OOE+01

000EO00 400E*O00 8 OOEO00

INVERSE GAGE LENGTH (I/W

Figure 14 A Plot Of Observed T300 Data, TheFitted Regression Line and The True Modulus Point

After gaining several months eyperience mounting

fibers, five T300 fibers were successfully mounted at a

gage length of .065 mm for testing in the MTM-8. Table

VI lists the results of the testing. The fibers failed

at an average of 200 ksi which is far below the 400 ksi

predicted by the rule of mixtures from composite data.

Glue damage was observed in every case after the fiber

failure. The glue could not hold the fibers and prevent

the fibers from buckling. Figure 15 is a stress-strain

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Table VI Results of Tests on T300 With .065 mm GageLength

DESCRIPTIVE STATISTICS (ksi)

VARIABLE MEAN S.D. N MEDIAN MINIMUM MAXIMUM

Strength 200.1 27.84 5 206.0 161.9 235.4

curve of one of the fibers. The curve changes slope at

a load of approximately 200 ksi indicating that excessive

deformation occurred before the fiber failure.

T300 12 OCT 89

2nd FiUer (compression)

20

0

-20

-40

X -6n

-80

0 -100

-120

-140

-160

-ien ~ --- ~- ______

-200 l r--------.-1 40E-02 -n nF -

-1 OOE-02 02OE '

STRA IN

Figure 15 Stress-Strain Curve For T300 FiberShowing Glue Failure

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P100 Fiber

A total of 35 P100 fibers were tested in the MTM-8.

No glue damage was observed before or after any fiber

failure. The data from the first 13 fibers were not used

because of a bias caused by researcher experience with

mounting the fiber. The strength of the fibers showed an

upward trend when plotted in order of testing. Appendix

C contains the details of the statistics. As a result,

the data from these first fibers was not used in the

subsequent analysis.

Table VII shows the results of the fiber testing. The

Table VII Results of P100 Testing

DESCRIPTIVE STATISTICS (ksi)

VARIABLE MEAN S.D. N MEDIAN MINIMUM MAXIMUM

Strength 115.9 31.7 22 111.9 55.93 185.0

average strength of 115.9 ksi which is much higher than

the 70 ksi predicted from the rule of mixtures. A two

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tailed t-test indicated that the observed strength and

the predicted strength can be considered as unequal.

Figure 16 is an example of a typical stress-strain

curve for the P100 data. The curve is linear, indicating

ZriC~ Finer (rzomfpession)

-40 _ _ _ _ _ _ ___

-3E--n OE0

STR AIN

Figure 16 A P100 Stress-Strain Curve

that the fiber behaved elasticaily until failure. Figure

17 shows a stress-strain curve for a fiber loaded from

tension into compression. A paired t-test indicates the

apparent compressive and tensile moduli4 are the same, as

is predicted by continuum mechanics,-

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PIO0 1 AV'J 89

it Fiber ( te si 1 o mpression)

60 ......__ _ __ __ __ _

FJ

-20- __ _ _ _ _ _ _ _ _ _ _ _ _

-120 I I I

-3 ODE-03 -1 OE-03 I DOE-01

-2 00E-03 0 OOE00

STRAIN

Figure 17 A Stress-Strain Curve of a P100 FiberLoaded Tension to Compression

Number of Fibers Tested

At Each Gage Length

6

5

'.4.,.''

2

0 12 0 17 "1 7_0 15

CAGE LENGT

Figure 18 A Plot of The Niimber cf VTi,,-,'z T!stedAt Different Gage Length-

44

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The maximum gage length predicted for the P100 fiber

by the Euler buckling criteria is 0.59 mm. The gage

lengths of the P100 fibers were systematically varied

between 0.11 mm and 0.27 mm to facilitate the calculation

of a least squares analysis relating the inverse of the

apparent modulus to the inverse of the gage length.

Table VIII shows the results of the weighted least

squares regression analysis. The results show that this

Table V111 The Results of the Weighted Least SquaresRegression of the P100 Data

WEIGHTED LEAST SQUARES LINEAR REGRESSION OF l/E TO1/Lf

WEIGHTING VARIABLE: Lf

PRED ICTORVARIABLES COEFFICIENT STD ERROR STUDENT'S T P

CONSTANT 1.5794E-02 7.7448E-03 2.04 .0549I/Lf 3.5060E-03 1.4891E-03 2.35 .0289

CASES INCLUDED 22DEGREES OF FREEDOM 20OVERALL F 5.543 P VALUE 0.0289ADJUSTED R SQUARED 0.1779R SQUARED 0.2170RESID. MEAN SQUARE 1.942E-06

relationship holds for the P100 fiber. However, the

small R2 value indicates that the model does not account

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for the large amount of variation in the observed data.

The intercept point equates to 63 Msi which is much

smaller than the actual modulus of 100 Msi. This

difference is due to the large variation in the observed

data (see Figure 19), which caused the intercept point to

deviate from the expected value. The plot of the actual

data and the regression function clearly illustrates the

large amount of variation in the observed data. The

Observed ?100 Data. Fitted Regression

Line and True Modulus Point

O 07

ACTUALr 006

0 05, FITTED

0 04TRUE MOD

003

0 02

1 01o

C II I I

-2 OOE 00 2 GGE.00 6 00E000 I 00E010 OOE+00 4 00E+0O 8 OOE00

INVERSE GAGE LENGTH (1/mi)

Figure 19 A Plot of The Obeserved Data, TheRegression Line And The True Modulus Point

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probable causes for this variation are the same as those

listed for the T300 fiber:

1) Machine error2) Weak glue-fiber bonding3) Weak glue-anvil bonding4) Gage length measurement errors

The variation shown in Figure 19 appears to decrease as

the gage length increases. This decrease could be

attributed to the fact that the percentage of strain

error decreases (for a given amount of gage length

measurement error) as the gage length increases.

P55 Fiber

A total of 30 P55 fibers were tested in the MTM-8.

All the data collected was usable due to the fact that no

bias was detected in the data.

Table IX shows the basic results of this testing. The

average observed strength is 112.3 ksi which is lower

than the 123 ksi predicted from the rule of mixtures.

While the difference between the strengths is only 8.9%,

a two tailed t-test indicates that this difference is

statistically significant and therefore the strengths

cannot be considered equal. This test assumes the

variation associated with the 123 ksi is 7-ro, which is

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not true. However, this t-test was used in place of the

two sample t-test because the information required for

the two sample t-test was unavailable.

Table IX The Results of The P55 Testing

DESCRIPTIVE STATISTICS (ksi)

VARIABLE MEAN S.D. N MEDIAN MINIMUM MAXIMUM

Strength 112.3 15.44 30 112.7 82.70 141.0

The stress-strain curves for the P55 fibers are

linear, indicating that the fibers behaved elastically up

to the point of failure. Figure 20 is a typical stress-

strain curve for the P55 fibers. Fibers were also tested

in both tension and compression to check if the apparent

tensile and compressive moduli are the same. Figure 21

shows that the tensile and compressive moduli are the

same.

The maximum gage length predicted by the Euler

buckling criteria is 0.33 nun. The gage lengths of the

fibers were varied between 0.11 mm and 0.25 mm (refer to

Figure 22) to facilitate a weighted least squares

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P55 22 AUG 89

Ist Fiber (compression)

20

0

-20

-40

-60

-80

-100

-120

-140 I

-1 IE-02 -7 OE-03 -3 0E-03-9 OE-03 -5 0E-03 -1 0E-03

STRAIN

Figure 20 A Typical P55 Stress-Strain Curve

P55 28 AUG 89

4th Fiber (tension to compression)

60

40

20

0

-20

-4

I -60

-80

-100

--1 2 0 f

-7 OE-03 -3 0n-03 1 nF-n3-5 OE-03 I r

STRAIN

Figure 21 Stress-Strain Curve Fo- F A'. F~berLoaded In Tension And 'mpressi

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analysis of the inverse modulus - inverse qage length.

The regression was performed to check if Equation 8

Plot of Number of Fibers

Tested At Each Gage Length

7

6

a,

3,a,

n 2

I

0

0 il 0 13 0.15 0. 17 0 19 0 21 0 23 0 250 12 0 14 0 16 0 18 0.2 0 22 0 24

GAGE LENGTH (ml)

Figure 22 A Plot of the Number of Fibers TestedAt Different Gage Lengths

holds for the P55 fiber (see Table X). The regression

shows a strong relationship between 1/E and 1/Lf, however

the analysis indicates that the y intercept valua should

be zero. While the regression fits the data well, as

indicated by the F-test value, the relatively small R2

values indicate that the regression does not account for

all the variability in the observed data. This

variability is what affects the intercept value, which

5o

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should equal 55 Msi. Figure 23 illustrates the

variability of the observed data. Again the probable

sources of this

Table X The Results Of The Weighted Least SquaresRegression Of The P55 Data

WEIGHTED LEAST SQUARES LINEAR REGRESSION OF 1/E.

WEIGHTING VARIABLE: Lf2

PREDICTORVARIABLES COEFFICIENT STD ERROR STUDENT'S T P

CONSTANT -3.3555E-04 6.3008E-03 -0.05 .958l/Lf 1.0375E-02 1.0998E-03 9.43 0.000

CASES INCLUDED 30DEGREES OF FREEDOM 28OVERALL F 89.00 P VALUE 0.0000ADJUSTED R SQUARED 0.7521R SQUARED 0.7607RESID. MEAN SQUARE 1.866E-06

variation are the same as for the other 2 fibers.

However, of all the fibers, the P55 data most clearly

shows the variability decreasing with increasing gage

length.

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Observed P55 Data, Fitted Regression

Line And True Modulus Point

0 12

ACTUAL

0 08 F ITTED

0006 ITRUE MO

0 04

002-

>0

0 _ _12

-0 02 ~ 0 I I I I-2 OOE0 0 2 00E-00 6 OOE-00 100E01

000.00 0.400 6.00E+00INVERSE GAGE LENGTH (1/mm)

Figure 23 A Plot of The Observed P55 Data, TheRegression Line And The True Modulus Point

Summary

Three types of fibers were tested in direct

compression with the MTM-8 - the T300, P100 and, P55

fibers. The data variablity observed for all three types

of fibers prevented the calculation of the true fiber

modulus. The T300 data confirmed the assumption of Euler

buckling with clamped (non-rotating) end conditions. The

observed P100 strength of 115.9 ksi was much greater than

the 70 ksi predicted by the rule of mivtures with P100

composite test data. The Pq A- r-o,1 -' ,', rf t12.9

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ksi was 8.9% lower than the strength predicted by the

rule of mixtures. The apparent tensile and compressive

modulus were shown to be the same for all three fiber

types. The next chapter will compare how well the

results of the different compressive test methods compare

to the results predicted from the rule of mixtures for

composites.

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V. A Comparison of The Fiber Compression Test Methods

Introduction

Tnis chapter will examine how well the observed

strengths from the different test methods can be related

to the strengths predicted from the rule of mixtures.

The different test methods examined are as follows:

1) recoil test; 2) direct compression test; 3) bending

test; 4) elastica loop test and; 5) fiber in resin

test. The observed strengths were related to the

predicted strengths using the least squares regression

technique in order to find a linear relationship.

Appendix G contains the graphical results of the

regression analysis.

Statistical Analysis

The observed strengths from each test method, listed

in Table XI, were related to the corresponding predicted

strengths by using least squares regression. The

following procedure was used for each test method:

1) A check to ascertain if the data can be considereda sample from a normally distributed population

2) A calculation of the unweighted least squaresregression and the associated Fitness test and R

2

values for lI/E. = l/Lf

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Table XI. A List Of The Predicted And ObservedCompressive Strengths (21:4)

LIST OF CPMPRESSIVE STRENGTHS (ksi)

FIBER PRED ° RECOIL DIRECT BEND LOOP RESIN/TYPE TEST TEST TEST TEST FIBER

PBT 38.0 40.0 * 65.0 99.0 40.0PBT 60.0 40.0 * 75.0 99.0 61.0PBT 49.0 39.0 * 39.0 * *PBT 45.0 40.0 * 44.0 57.0 *

PBT 45.0 60.0 * * * *PBO 29.0 29.0 43.0 40.0 99.0 *

KEV29 58.0 51.0 30.0 86.0 73.0 63.0KEV29 68.0 51.0 30.0 86.0 73.0 63.0KEV49 57.0 53.0 37.0 108.0 107.0 123.0KEV49 70.n 53.0 47.0 1.08.0 107.0 123.0AMP2 33.0 26.0 * * * *

CELL 25.0 25.0 * * * *T40 400.0 230.0 * * * *T50 A33.0 84.0 * 594.0 * *T300 417.0 200.0 * * * *T300 417.0 189.0 * * * *AS4 387.0 204.0 * * * 1020.0AS4 390.0 209.0 * * * *GY70 153.0 60.0 * * * *P25 167.0 127.0 * * * *P55 123.0 95.0 112.3" * * *P55 123.0 58.0 * * * *P75 95.0 81.0 * 390.0 * 62.0P100 70.0 * 115.9' * * *

* DATA NOT AVAILABLE

DATA FROM RULE OF MIXTURESDATA FROM THIS STUDY

3) A plot of the fitted regression values verses thethe residual values to determine data variabilityand nonlinearity if indicated by step 2 results

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4) A recalculation of the least squates regresionwith transformed data or a weighting variable asindicated by step 3.

5) A comparison of the regressions for each testmethod to determine which method "best" fits thepredicted strengths.

A plot of the predicted strengths (see Fig. 24)

indicates that the fiber population could be separated

into two different populations based on fiber types -

A Plot of The Compressive Strengths

Predicted From Rule of Mixtures

500

carbon

400 0J polyzer300

200

100

cis pbt Xv29 Xv49 gy70 as4amp2 pbt kv29 p55 t5O t300

Types of Fibers

Figure 24. A Plot of The Predicted CompressiveStrengths From Rule of Mixtures (21)

polymeric fibers and carbon fibers. Therefore, analysis

was performed treating the fiber strength as a single

population and as two distinct populations based on fiber

type.

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A Single Fiber Population

An anlysis of the test methods, regarding the fibers

as a single population, was performed because a function

relating the observed strengths to the predicted

strengths from rule of mixtures of composites regardless

of fiber type would be useful to researchers. The first

step in the analysis was to determine if the data is

normally distributed. A Rankits plot of the predicted

data yielded a Wilk-Shapiro number of 0.774. The closer

the Wilk-Shapiro number is to 1.0, the stronger the

assumption of normality. A value of .774 indicates that

the assumption of normality is a valid assumption. Table

XII lists the results of unweighted least squares

regression for each test method.

All the test methods show excellent overall fitness

test (F-test) values and the high R values indicate that

the regressions account for a high percentage of the

variability in the observed data. The direct test method

regression has the closest one-to-one correspondence of

the observed strengths with the predicted strengths.

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Table XII. The Results of The Unweighted LeastSquares Analysis

TEST WILKES- SAMPLE SLOPE F-TEST ADJUSTEDMETHOD SHAPIRO SIZE NUMBER R2

(P-VALUE)

RECOIL .7965 23 1.8297 536 .9588(.0001)

DIRECT .92 7 0.9724 34.03 .8251(.0011)

BEND .9269 9 0.68971 165 .9480(.0000)

LOOP .8486 8 0.57282 65.46 .8896(.0001)

RESIN/ .7783 8 0.39473 113 .9334FIBER (.0000)

Polymeric Fiber Population

The fiber data was broken into two populations based

on fiber type. The Wilk-Shapiro number for the predicted

polymeric fiber strengths is .9746 which strongly

supports the assumption of normality for this data.

Table XIII shows the results of the regression for the

polymeric fiber strengths.

Overall, the results of the regressions for the

polymeric fibers did not show a dramitic change from the

single fiber population regressions. The recoil

regression values improved over the recoil regression

values of the single fiber population. The slope changed

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Table XIII. The Results of The Unweighted LeastSquares Analysis For Polymeric Fibers

TEST WILKES- SAMPLE SLOPE F-TEST ADJUSTEDMETHOD SHAPIRO SIZE NUMBER R'

(P-VALUE)

RECOIL .9352 12 1.1280 299 .9613(.0000)

DIRECT .9213 5 1.4426 31.06 .8574(.0051)

BEND .9269 9 0.68971 165 .9480(.0000)

LOOP .8486 8 0.57282 65.46 .8896(.0001)

RESIN/ .8195 6 0.66041 43.11 .8753FIBER (.0000)

from 1.8297 to 1.128 which is much closer to a one-to-one

correspondance. The direct regression slope changed from

.9724 Co 1.4426. All the results still showed good F-

test and R- values.

Carbon Fiber Population

The recoil test method was the only method that

contained enough data points for a regression analysis of

the carbon fibers data. The direct, bend and resin-fiber

tests only contained two data points each, which is

insufficient to perform a regression analysis and b able

to infer any information about the r-, i1tc because a

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normality check cannot be performed on the data. The

results of the analysis are shown in Table XIV.

Table XIV. The Results of The Unweighted LeastSquares Analysis For Carbon Fibers

TEST WILKES- SAMPLE SLOPE F-TEST ADJUSTEDMETHOD SHAPIRO SIZE NUMBER R2

(P-VALUE)

RECOIL .8894 11 1.8915 364.5 .9706(.0000)

Again, the the recoil test regression values show an

improvement over the single fiber population regression

values. Appendix G contains plots showing the results of

all the regression analysis.

SummarV

All the test methods' results can be related to the

predicted strengths with least-squares regression. The

recoil test regressions showed the "best" fit, especially

when the fiber data was split into two groups based on

fiber type. However, discretion must be used

intrepreting the results of these regressions. The

recoil test data contained more data points than any of

the other test r.thods. Additionally, the recoil, bend,

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and loop tests are difficult to perform with high modulus

,high stiffness) fibers. The results presented here do

indicate that the predicted values from rule of mixtures

can be related to the observed strengths from all the

test methods.

61

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VI. CONCLUSIONS AND RECOMMENDATIONS

Conclusions

The conclusions drawn from this study can be divided

into two categories. The first category concerns the

viability of the MTM-8 as a means of determining the

compressive strength of composite fibers. The second

concerns how the MTM-8 could be used to expand the

knowledge base of composite compressive behavior.

The following are the conclusions concerning the

viability of the MTM-8:

1. The T300 data supports the assumption of Euler

Buckling with clamped end conditions for the experimental

set-up used.

2. The apparent modulus varied for any given gage

length for all three fiber types. In all three fiber

types, this variation increased as the gage length

decreased. This data variation renders the inverse

apparent modulus - inverse gage length relationship

inadeguate as a means of determining the true modulus

because the variation causes the y-intercept to be

different than the inverse of the true modulus. The

causes for this variation includ- mahin+ , -,...mr,]iar,

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poor glue bonding to either the fiber or the ai.,il aid,

gage length measurement error.

3. The MTM-8 can be used to show that the apparent

tensile and compressive moduli for gage lengths below 0.2

mm are the same. Therefore, the true tensile modulus may

be substituted for the true compressive modulus in any

subsequent numerical analysis.

4. The MTM-8 is a viable means of testing in direct

compression fibers with diameters as small as

approximately 10 micrometers. The results of this

testing relate almost one-to-one with the strengths

predicted by rule of mixtures, according to a least-

squares analysis.

The following are conclusions concerning the fiber

data collected in this study.

1. The compressive strength of the T300 fiber cannot

be measured with the current set-up of the MTM-8 because

the thermoplastic glue cannot hold the fiber. The

reasons for the glue failure could be poor glue-fiber

bonding, poor glue-anvil bonding, and the small diameter

of the fiber acting as a stress concentration in the

glue.

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2. The compressive strength of the P100 fiber was

found to be 115.9 ksi, which is larger than the 70 ksi

predicted from the rule of mixtures.

3. The compressive strength of the P55 fiber was

found to be 112.3, which is smaller than the 123 ksi

predicted by the rule of mixtures.

4. The carbon and polymeric fiber strengths

determined by the MTM-8 can be related to the predicted

fiber strengths with a least squares regression.

Although all the different test methods can be related to

the predicted strengths from the rule of mixtures for

composites, the MTM-8 data is the data that most closely

relates to the rule of mixtures data one-to-one.

Recommendations

The recommendations are also split into two

categories. The first category addresses improvements in

the MTM-8. The second addresses experimental

methodologies for determining an empirical relationship

between fiber strength and composite strength.

The following are the recommendations for improving

the MTM-8.

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1. Change the fiber mounting technique so that small

diameter fibers, such as the T300 fiber, can be tested.

The mounting glue could be changed or possibly some other

mechanical clamping device could be devised.

2. Improve the optics on the MTM-8 so that

magnifications of greater than 10OX can be achieved. The

current 10OX magnification is not large enough to

distinguish kinkbands or other deformations in the fiber

itself. One possible option is a fiber optic system that

produces a digitized image that can be computer enhanced.

The following recommendations address how the MTM-8

might be used to increase our knowledge of composite

compressive behavior.

1. Test more fiber types. Only 5 fibers types have

been tested with the MTM-8 to date. The MTM-8 has

demonstrated its ability to test both polymeric and

carbon fibers. In addition, the MTM-8 data can be

related to the predicted rule of mixtures strengths by

multiplying by .9724.

2. A minimum of thirty samples of a given fiber type

should be tested in order to characterize the fiber's

statistical population.

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3. Incorporate fiber compressive testing with

composite sample Dompressive sample testing. For

example, test P55 and P100 fibers while simultaneously

testing composite specimens fabricated with these fibers.

Appendix H describes, in detail, a research effort that

incorporates experimental design based on response

surface methodology concepts.

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Appendix A: MTM-8 Test Procedures

Compression testing of carbon fibers in the MTM-8

requires patience and practice. Over 20 hours were spent

practicing mounting fibers before any data were

collected. Figures 25 - 30 are photographs of the

mounting equipment, the MTM-8, and the photography

equipment. The following are the step-by-step procedures

that evolved for testing the fibers:

1) Ensure the anvils are free of glue, the fine strain

micrometer is set at 10.0 and the load micrometer is set

on 9.0.

2) Randomly select a fiber and cut to a length of

approximately 1 cm.

3) Touch the sticky end of the mounting arm to one end

of the 1 cm long fiber.

4) Place the mounting arm onto the mounting tripod and

adjust the arm so the free end of the fiber is in the

groove of the right anvil.

5) Place a small quantity of the powdered glue over the

fiber on the right anvil. Melt the glue by placing the

tip of the heat probe under the right 4nvil.

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6) After the glue solidifies (5 - 10 sec.), cut the

fiber close to the mounting arm and remove the mounting

tripod from in front of the MTM-8.

7) Move the left anvil towards the right anvil until the

left end of the fiber is in the groove of the left anvil.

Leave a gap of about 0.5 cm between the anvils so that

grains of glue cannot bridge the gap between the anvils.

8) Place powdered glue over the fiber on the left anvil

and melt with the heat probe.

9) Check alignment with the traveling microscope.

Remelt the glue under the appropriate anvil as required

and adjust the placement of the left anvil tc align the

fibers. The left anvil position can be adjusted in three

dimensions.

10) Add glue onto each anvil until the fiber portions in

the grooves cannot be seen through the glue. Melt and

remelt the glue to relieve residual stresses.

11) Melt the glue on the left anvil and then set the

zero load point (the point where the imaging mirror is

balanced on two wires) with the load micrometer. For

this study the zero load point was set at 7.05 on the

load micrometer. Caution - once the zero load is set,

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the MTM-8 becomes very sensitive to vibrations. Be

careful not to touch the right anvil because it will be

sensitive to any motion and the fine wires balancing the

imaging mirrors can be damaged.

12) Measure the desired gage length from the edge of the

right anvil with the traveling microscope. Melt the glue

on the left anvil and move the left anvil with the coarse

strain micrometer until the desired gage length is set.

13) Allow the glue to set for approximately 5 minutes to

allow thermal stresses to dissipate. Align the mirror

generated images in the telescope.

14) Apply loads with the load micrometer and re-align

the mirror images with the fine strain micrometer.

Record the loads and associated displacements until fiber

failure.

15) After fiber failure, separate the anvils, set the

load back to 9.0 on the load micrometer and evaporate the

glue off the anvils with the heat probe. Go back to step

1.

The MTM-8 is a delicate mechanism. At one point, the

machine was accidentally jarred and the fine wires

balancing imaging the mirrors broke. Pepairs lasted 8

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hour3 and required extensive disassembly of the MTM-8.

While the MTM-8 has a few shortcomings (primarily limited

magnification in the optics), this machine is capable of

testing fibers with diameters on the order of tens of

micrometers in tension or compression.

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Figure 25 k Picture of MTM-8 With Fiber MountingEquipment

Figure 26 A Close-up r <' fAI

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Figure 27 The Kodak Pony 35 mm Camera Used toPhotograph the Fibers

Figure 28 The MTM-8 ronfirire1 F'-rPhotography

7'

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Figure 29 A T-300 Fiber of .16 mm Gage LengthMounted in MTM-8, Approximately 10OX

Figure 30 A Mounted T'0 Fih--i Af+ - i'i

Appr-)ximate1,; 10OX I r-T if i

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Appendix B: Test Equipment List

Compression Testing

Micro-Tensile Testing MachineModel: MTM-8Techne (Princeton) Limited, 1968Eye piece from Bausch-Lomb magnification 1OX

Kodak 35 mm CameraModel: PonyLens: .75 inch diameter magnification approx. 1OX

manufacturer unknownFilm: Polariod Auto-processing, High-contrast, Black and

White, 400 ASA

Computers, Software and Related Equipment

Ccmmodore Personal ComputerModel: PClOC/PC20C Serial # CA1016975Operating System: MS-DOS 3.2.1

Zenith Personal ComputerModel: Z248 Serial 17 ZVM1380

Operating System: MS-DOS 3 j

QuattroType: SpreadsheetBorland International, copyiight 1987

Statistix, version 2.0Type: Interactive statistical analysis ramNH Analytical Software, copyright 198-

Wordperfect, version 5.0Type: word processorWordperfect Corporation, copyright 1988

Script PrinterModel: EK-LNO3R-SP001 Serial # R178281Digita' CorporationNote: Used with the Zenith 24P F'

74

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APPENDIX C: Statistical Analysis

Introduction

This appendix discusses the use of statistics in this

study. This discussion will be divided into two sections

- statistical theory and data analysis. The theory

section discusses the different analytical methods used

in this study and the data analysis section details the

application of the theory to collected data.

Statistical Theory

The following statistical methodologies were used in

this study: 1) a two tailed, one sample t-test; 2) a

two sample t-test; 3) paired t-test and; 4) least

squares regression. The tests are labeled as t-tests

because the t distribution is used to define the tedt

statistic. The t distribution is used to characterize

the distribution of a small sized (typically n<30) sample

of a normally distributed distribution. The t

distribution provides a more accurate description of the

data variation typical of small sample sizes than does

the normal distribution. As the samp'1 size increases,

75

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the t distribution curve conforms ever more closely to

the normal distribution curve (5:267).

Two tailed, one sample t-test (5:296-298). This test

was used to determine if the observed mean strengths of

the fibers equaled the predicted strengths from both the

Euler buckling equation and the rule of mixtures for

composites. The test is constructed as follows, when

applied to this study:

Null hypothesis: arr1 a=

Alternate hypothesis: a a

Test statistic: t =2Pr __

s/ [n] "

where

(Trr =mean observed strength= predicted strengthby Euler buckling with T300by rule of mixtures for P100 and P55

s = standard deviation calculated withSTATISTIX

n sample size

Null hypothesis rejection region for a confidence levelof 1-a:

t t t/2,n_1 or -tt, 2 , _-I t

The reject region can also be defined by comparing the p-value (the area under the tail of the t curve) to "/2 asfollows:

a/2 p-value(t)

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Table XV lists the results of the two tailed t-tests

performed on the data collected on the 3 fiber types.

Table XV ThG i1esults From Two Tailed, One Sample T-Tests For Observed vs. Predicted Fiber Strengths

T-Test with a 98% Confidence Level a/2 = .01

Fiber Sample Test Statistic DecisionSize P-Value

T300 10 0.305 accept null

P100 22 0.000 reject null

P55 30 0.000 reject null

The results are discussed in Chapter 4.

Two sample t-test (5:334-341). This test is very

similar to the one sample t-test, however this test is to

check for equality of means between two samples. This

test follows the same basic procedures as the one sample

test, except that the test statistic is calculated

differently. The two sample t-test as applied to the

T300 data is as follows:

Null hypothesis: a - a2 0

Alternate hypothesis: a, - q2 0

wherea, = mean strength of the fiberE mounted

with thq old glue

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a- mean strength of the fibers mountedwith the new glue

If the samples have equal variances then the teststatistic is calculated:

t a

s,[l/m + I/n] "

wherem sample size of fibers mounted with the

old gluen = sample size of fibers mounted with the

new glues,= pooled estimator of the common variance

= (m-l)s,' + (n-l)s;2m + n - 2

wheres,= sample variance for fibers mounted with

the old glues. = sample variance for fibers mounted with

the new glue

If the samples have unequal variances then the teststatistic is calculated:

t = -

[s12/m + s, 2 /n] "-

Null hypothesis rejection region for a confidence levelof 1-a:

t ! t,/2,n-1 or -t./,,_l t

The reject region can also be defined by comparing the p-value (the area under the tail of the t curve) to a/2 asfolleds:

x/2 p--alue(t)

78

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STATISTIX automatically performs all of the

calculations for this test and the results are discussed

in Chapter 4.

Paired t-test (5:345-346). This test is used when two

observations are made on each object in the a sample.

This test was used to determine if the tensile and

compressive moduli for the fibers were equal. Again,

this test follows the same basic steps as the otI ar

tests. This test was applied to the fiber data as

follows:

Null hypothesis: E- E = 0

Alternate hypothesis: Et - E 0

whereEt = apparent tensile modulusE,= apparent compressive modulus

Test statistic: t = E(d)

sd/ [n] -5

whereE(d) = mean value of the di's

d,=Et - E. for the it

h fibersd= standard deviation of the di's

n = sample size

The null hypothesis rejection region for a confidencelevel of 1-a:

t 2 t./2,n I or -t/2,n I > t

The reject region can also be defined by comparing the p-value (the area under the tail of the t curve) to a/2 asfollows:

79

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a/ 2 p-value (t)

The results of the paired t-tests are listed in Table

XVI. STATISTIX was used to perform the calculations.

Table XVI Results Of Paired T-Test For E, = E

Fiber Sample Size P-Value Confidence ofE, = E,

T300 9 .084 91.6%

P100 4 .288 71.2%

P55 7 .018 98.2%

For both the T300 and the P55 fibers, the test indicates

that the moduli can be considered equal. The P100 test

does not give as strong an indication, but three of the

four samples varied by less than 10%. For a higher

confidence, three more P100 fibers were tested. The

values in Msi for the fibers (E, , E ) were (41.9,27.6),

(61.41,54.6) and, (44.21,45.26) respectively. The p-

value for the paired t-test dropped to .064, therefore,

the apparrent E, and E- for P100 may be considered equal

with 93.6% confidence.

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Least squares reqression (14:31-40). Least squares

regression is a method of "fitting" a straight line to

observed data where the following sum is minimized:

f(bobj) = T [y1 - (b. + blx,)] 2

whereb, = ni(xf ) {Zx)(y1

n (x 21) - Xi) 2

b. = lV, - b Yxi

n

where for this study

y,= 1/Es or the compressive strengthspredicted by the rule of mixtures

xi = 1/Lf or observed compressive strengths

STATISTIX was used to compute the least squares

regressions for this study. STATISTIX eutomatically

performs a two tail, one sample t-test to indicate

whether or not b. or b, should equal zero. In addition,

STATISTIX performs an overall fitness test, which is a

measure of how well the regression fits the data. The

smaller the F-test p-value, the better the regression

fits the data. Finally, STATISTIX computes R2 values

which are a measure of the amount of data variability

accounted for by the regression. The closer the R2

values are to 1.0, the more the regression accounts for

data variability.

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Data Analysis

The data analysis employed in this study utilized the

following algorithm: 1) a data normality check; 2) a

data bias check; 3) a calculation of the means and

standard deviations; 4) and a calculation of the

appropriate least squares regression. The software

program STATISIIX was used to perform the calculations.

Normality check. The data must be checked to

ascertain whether or not it can be considered to be a

sample from a normally distributed population. This

check is important because the statistical tests and the

least square regression assume the data is novrmally

distributed.

Wilk-Shapiro/Rankits plots were calculated with

STATISTIX fo each set oz ziber data. Table XVII lists

the Wilk-Shapiro (W-S) numbers for the fiber data. A W-S

number ranges from 0 to 1. Discretion must be used in

interpreting the W-S numbers. Typically, the range of .8

to 1.0, indicatep that the assumption of normality can be

considered highly valid. In the range of .7 to .8, the

assumption of normality can be considered valid and below

.7 the assumption of no.-mality is suspect.

82

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Table XVII W-S Numbers For All The Fiber Data

Analysis

Fiber Strength Inverse ModulusData Data

T300 - all fibers .9807 *

old glue .8665 *

new glue .9390 .9056

P100 - all fibers .9788 *

1' group .9217 *

2" group .9888 .9082

P55 - all fibers .9730 .9595

Based on the W-S numbers, all the different combinations

of fiber data used in this study may be assumed to be

from a normally distributed population.

Data Bias. Bias is systematic error and is to be

avoided. A simple method of detecting bias is to plot

the data in the order it was collected. Each set of

fiber data was plotted in this manner.

Figure 31 shows the plot of the T300 fiber data in the

order it was collected. The plot shows a grouping of

data. The stars mark the strengths of the first 16

fibers, which were mounted with the cld all e, while the x

marks the fibers mounted with ih- T Thi.

83

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grouping led to the two sample t-test performed in

Chapter 4.

Strength vs NumberStrength (ksi)

280.0 +I x

x xx

I *

200.0 + x xx x x x x

* x x x xI*

x x x120.0 + * *

I**

* * *i * * *

S* * *

40.0 +-------------------- +------------+----------

0.0 9.0 18.0 27.0 36.0NUM 34 CASES PLOTTED

Figure 31 A Plot of T300 Fiber Strengths In The Orderof Collection

Figure 32 shows the plot of the P100 fiber data. An

upward trend is evident in the first tbirteen fibers.

This trend led to a two sample t-test to determine if the

mean strength of the first thirteen fibers was

significantly different than the mean strength of the

remaining fibers. The results of the t-test are listed

84

m m B | | | | I

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in Table XIX. The small p-value indicates that the

sample means maybe considered different with 99%

confidence.

Figure 33 shows the plot of all the P55 fibers in the

order they were tested. The plot shows no sign of bias.

The plots of gage length verses strength (Figures 34 -36)

for all three fibers do not show any data bias due to

gage length. This indicates that the stress due to end

effects is not a factor.

Least squares regression. An unweighted least squares

regression for 1/E, = /Lf was performed for every fiber

data set. Table XVIII summarizes the results. Plots of

the observed data, coupled with small R2 values, led to

the recalculation of the regressions with a weighting

variable to eliminate the data variability. The weighted

least squares regressions are presented in Chapter 4.

85

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Table XVIII The Results Of The Unweigthed LeastSquares Regressions

T300 P100 P55

Constant, bP-value .8571 .1392 .8116

Slope, b,P-value .1288 .0097 .0000

F-test P-value .1288 .0097 .0000

Adjusted R- .0843 .2548 .7524

Table XIX A Two Sample T-Test For The P100 Fiber Data

TWO SMPLE T TESTS FOR OLD S'!flNGTH VS NEWSTRENGTH

SAMPLEVARIABLE MEAN SIZE S.D. S.E.

OS 80.41 13 25.02 6.940NS 115.0 23 31.22 6.511

T DF P

EQUAL VARIANCES -3.42 34 0.0017UNEQUAL VARIANCES -3.64 29.8 0.0010

F NUM DF DEN DF PTESTS FOR EQUALITY F NU- DF ----OF VARIANCES 1.56 22 12 0.2153

86

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Strength vs NumberStrength (ksi)

190.0 ++

+

+ +

140.0 + + ++ + +

1**++ + +

** + + +

90.0 +* + + +

** +

~ ** **+

40.0 +*--- +-------------+-------------------------

0.0 9.0 18.0 27.0 36.0NUM 35 CASES PLOTTED

Figure 32 A Plot Of P100 Fiber Strengths In the Orderof Collection

87

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Strength vs NumberStrength (ksi)

160.0 +

++

130.0 ++ + + ++ +I + +I+ + +

+ + + +

I + + +100.0 + + + +

I+ + + + ++

+

70.0 +------ +-------------+--------------------------

0.0 8.0 16.0 24.0 32.0Figure 33 A Plot of The P55 Fiber Data In The Orderof Collection

88

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A ~~ 1 Pt n~ 1~- , 1f 17',; I I f~~c1v

i~nn

2qn - ~ - -

I OOF-011 40E-011 20E-01

GAGE LENGTH t)

Figure 34 A Plot of Gage Length vs. Strength forT300 Data

A Plot of Gage Length Vs C7omfpessive

Strength f or P100 Data

200 -

1SO0

160 -

140 __________

120

100 I

80 3

60

0.0

20---_ _-_______

1 flop-PI 1 40F 01 1 80-0I 'li 1~ l fl' ni I F

1 20E-01 I 6nFl-fl 2 flGE n! VC'fsIFOGAGE LENGTH (M1

Figure 35 A Plot of Gage Length 7c Strenith forP100 Data

89

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A Plot of ;aoei 1ent) Vq Lompressive

3trenith for P5? Dat-

142o -- ---------- ,------ -- ______

480

20

I OOE-01 I 40E-01 I 80E-O1 2 20F-01 2 A0E-O'I 20E-01 I 60E-01 2 00E-01 2 40E-

GAGE LENGTH (mm)

Figure 36 A Plot of Gage Length vs Strength forP55 Data

90

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Appendix D: T300 Data

T30Lf 7 JUL89

1ST F1bpr

60

40- ___

2 0

77too

10 I

0 00EO0 4 OOE-03 8 0OE-032 00E-03 6 O0E-03 I OO -02

STRAIN

T300 7 JUL89

2ND Fiber

120

100

60

40

20

0 OOE-00 8 005O-0 1 60F-024 005-03 1 'nF n-

,TRAIN

Figure 38 Second Fiber Tested, First With NewGlue

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Tr 0- 0 --- -q

0 ----- I -N 40 /

20 -

0

0 00E-00 8000-034 000-0 1 20E-02

STRAIN

Figure 39 Third Fiber Tested

T300 11 JUL 89

2ND Fiber

14C

120

100

80

60

40

20

0 - I --- n 1 - T- F0 00EO0 4 000-03 000 33

2 OOE-03 ', POE n3 I O(W 02STRAIN

Figure 40 Fourth Fiber Tested

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F h

1 'f Fi ber

180 -. -

40 -

40 SX. .. ..

20

0 - --- -

000E 0 8 00 -03 I 60E-02

4 OGE-03 I 20E-02

9TRAIN

Figure 41 Fifth Fiber Tested In Compression

T300 11 JUL 89

3RD Fiber

200

150

100

50

000 O0

0~ ~ ~ OOE0-034 00F-n3 -"F "-

STPA IN

Figure 42 Sixth Fiber Tested In Compiession

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T3 1 1 1 I I

lFTa Fj-n

1 6 0 .. . . . . . . .. . . .

-j _---~- r - -- - -----r

0 OCE-00 D00F-03 890 O2 09E-O 6 OnF-03

5TRAIN

Figure 43 Seventh Fiber Tested In Compression

T30 12 ,JUL 89

15T Fiber

250

S 200 Z

5 0 - - -- -. .

0 OOE000 ,7FE0 ob

2 00E-0 n, -ir n-,I

Figure 44 Eighth Fiber Tested In Cmpession

94

" " • ' lT l I 12 J L 8

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q P qOF fl1 6flE-94 f m3 1 ?',F n?

Figure 45 Ninth Fiber Tested In Compression

TrlU 11 -JULf 89

15T Fiber

6O

140

120100

-m 100 __ _ _

80

40 ___

4 O'F 11 ' F,

,TP4IN

Figure 46 Tenth Fiber Tested In Comrptssi-n

95

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200

200 -_ --------------- T-. --- - ------ ------- ----- -

4ODE 03 1 2',E n2

STRAIN

Figure 47 Eleventh Fiber Tested In Compression

T300 17 J11, 89

IST Fiber

2[00

130

50

0 T----7-~ -- T- - --------

0 OE00 4 nu- nq2 OOE ~ 031 irF '

S3TP A I N

Figure 48 Twelfth Fiber Tested In Co ':,mression

96

,T aJ! 17 JUL 8

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T300O 17 JUlI 89

30'N F i I I

. 50 -02 00lE-03

.5 OOE n3 1 5OF-02STRAIN

Figure 49 Thirteenth Fiber Tested In

SompressionT300 18 JUL 89

iST Fiber (tension to compresion)

300

200

-00

200 T- ]-- r -F _

-1 OOE-02 -2 0OE-] ,nnE r-6 OOE-03 2 20E -0 1, ME 02

STRAIN

Figure 50 Fourteenth Fiber Tested InCompression

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N P F I h I PI- 1 , I r i i ,

T)C)F1 !P IlT, F3C4

ZND FI)p (Cf Pfl5(u.1 I r) rnpreirjn]

100 -

-200 . . . ... .. . . . . . . . .

300 T' TA~'-1 60E-02 -8 OOE-03 0 OOEnOO 8 OOE-n3

-1 20E-02 -4 OOE-03 4 OOE-P35TRAIN

Figure 51 Fifteenth Fiber Tested In Compression

T300 18 JUL 89

3RD Fiber (tension to compresion)

200

150

100

50

0L,

-150

-1 OOE-92 2 9OE nf-6 OOE nn " nq n

5T7P A ! N

Figure 52 Sixteenth Fiber Tested In '.,mpression

98

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T300 19 JUL 89

1 L Fiber (t.ension to rompre 5Pc on)

20_

100 -____-

-200]

- 300

-2 OOE-02 0 OOE-00

-1 OOE-02 I OOE 02

STRAIN

Figure 53 Seventeenth Fiber Tested InComp- e-si 4on

T300 19 JUL 89

2ND Fiber (tension to compression)

200

1501

-100-

-200 - -- I--- -.-----. -- T

-1 20E-02 -4 OOE-03 4 OOE 01 1 20E-02-8 OOE-03 0 OOF4IO 9 rino rl

STPA I N

Figure 54 Eighteenth Fiber Tested InCompression

99

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T 30 2n Jm 89

1st Fiber (t, ens In t rr)np y ssp- )

200

100

- 200

-1 ODE-02 -2 OOE-03 6 OE-03-6 0OE-03 2 ODE-03

STRAIN

Figure 55 Nineteenth Fiber Tested InCompression

T300 20 JUL 89

2nd Fiber (tension to compression)

20,

50i 1005 0

0

S -50

-100

-150

-200 1

-1 0OE-02 -2 0OE 03 I, 0nE f-6 OE-03 7OnE 01 1 O0E-u

3TRAIN

Figure 56 Twentieth Fiber Tested InI Qcmpression

100

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T300 21 JUL 89

1sL Fiber (tension to compiession)

200

150

100

0

-100

-150

-8 00E-03 0 00EUO0 8 00E-03 1 60E-02

-4 00E-03 4 00E-03 I 20E-02

STRAIN

Figure 57 Twenty-first Fiber Tested InCompression

T300 10 OCT 89

Ist Fiber (compression)

200

-20

-40

-60

-80

-100 Z

-120

-240-160 raT

-180 I I I

-2 40E-02 -1 60E-02 -9 hOE fl! 0 00o O0-2 00E-02 -1 20E-02 -q OO-03

STRAIN

Figure 58 Twenty-second Fiber Tested InCompression

101

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T300 12 OCT 89

Ist Fiber (compression)

0

-150

-200 ____ __

-25-

-300 I I I-2 60E-02 -1 BOE-02 -1 OOE-02 -2 OOE-03

-2 20E-02 -1 40E-02 -6 DOE-03STRAIN

Figure 59 Twenty-third Fiber Tested Int2mpreasion

T300 12 OCT 89

2nd Fiber (compression)

20

0

-20

-40

-60

-80

-in

-140

-160

-200

-1 40E-02 - 0 OE03

-1 OOE-02 2 000-03

STRAIN

Figure 60 Twenty-fourth Fiber Tested InCompression

102

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T300 15 OCT 89

1st Fiber (compressc--ion)

-1 20E- --02 - OE-03

-30-

-20

-60-2 -8OO-3 -0 ~ 0

-120-0240OE0

-201

10

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Table XX Table Of The T300 Fiber Data

# DIAM L, a c E E,pm mm MPa ksi Mpsi Mpsi

1 8.89 0.11 803.1 116.47 * *

2 6.10 0.11 483.3 70.090 * *

3 6.10 0.11 824.0 119.50 * *

4 6.10 0.11 1478 214.30 * *

5 6.67 0.11 523.1 75.87 * *

6 6.67 0.11 1158 168.00 * *

7 7.78 0.11 410.7 59.560 * *

8 6.67 0.11 594.4 86.210 * *

9 7.78 0.11 438.5 63.600 * *

10 6.67 0.11 689.5 100.00 * *

11 5.55 0.11 1048. 152.00 * *

12 6.67 0.11 653.6 94.800 * *

13 7.22 0.11 426.1 61.800 * *

14 8.33 0.11 457.3 66.330 * *

15 6.67 0.11 758.4 110.00 * *

16 7.78 0.11 611.7 88.710 8.9 *

17 6.11 0.11 1133 164.38 9.9 *

18 6.67 0.11 951.1 137.94 12.9 *

19 6.11 0.11 1318 191.10 15.75 *

20 6.11 0.11 1133 164.39 16.79 *

21 6.11 0.12 1558 226.03 19.44 *

22 6.67 0.11 1308 189.67 14.00 *

23 5.25 0.11 949.9 137.77 14.56 *

24 6.11 0.11 1204 174.66 14.37 *

25 5.56 0.11 1369 198.50 19.20 *

26 6.11 0.14 1842 267.12 20.40 20.4327 6.11 0.11 1275 184.93 18.80 19.4028 6.11 0.11 1658 240.41 18.50 23.7029 6.11 0.115 1275 184.98 20.70 21.7030 6.11 0.13 1700 246.60 17.25 20.1031 6.11 0.115 1204 174.60 14.80 14.7232 6.11 0.14 1331 193.00 22.54 23.9233 6.11 0.14 1275 184.90 22.23 22.4034 6.11 0.14 991.5 143.80 12.77 12.2935 7.22 0.065 1116 161.87 7.95 *

36 7.22 0.065 1623 235.45 0.43 *

37 7.22 0.065 127P 1I 4. i 1 r +

7.22 0.065 14,i II .1 2 S_._ "I

104

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Appendix E: P100 Data

P10 2 JUL 89

1st Fiber (tension to compression)

ion

-500

- 100

-ISOI I I-7 OOE-03 -3 OOE-O3 I OOE-03

-5 OE-03 -1 OOE-03 3 ODE-03STRAIN

Figure 63 First Fiber Tested In Compression

PlOO 24 JUL 89

2nd Fiber (teiision to compression)

60

40 i

~20

In

-20

-40 -

-60 7 T-1 50E-03 5 OOE-04 nF n n

-S OOE-04 I ,nE n, .

,7F. A I N4

Figure 64 Second Fiber Tested In C,,n-is ion

105

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Pio 21 JUL £3?

3rd Fiber (tension to fompression)

20 P

ZI I

N -20

-60 C

-80 1I

6 D0E-03 -2 00- 03 2 OOE-03-4 OOE-03 0 O0EO00 4 00E-03

STRAIN

Figure 65 Third Fiber Tested In Compression

P100 26 JUL 89

Ist Fiber (compression)

18,

0 //

-30

-40

-6 - - --70 I ]r . .

R OE-03 4 OOE Ol n no,o-bDOE-0 n

TRAIN

Figure 66 Fourth Fiber Tested In Comj,-ession

106

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P100 26 JUL 89

-ndr Fiber (romplegsion)

20

-60

-100

-120

-140 - _______

-6 OOE-03 -4 0D -03 -2OOE-03 0 00E4005 00F3 -3 ODE -23 - O0E-03

STRAIN

Figure 67 Fifth Fiber Tested In Compression

P100 28 JUL 89

1st Fiber (compression)

10

0

- j0

-20

-30

c~0

-40

U -50

-60

-70

-80 f ] - ---p--T .. ..- -- -.

-4 fOE 03 2 nnE f3 no n fn .-3 05F-03 CCC nC

STRA IN

Figure 68 Sixth Fiber Tested In Comli-,.si_,.n

107

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P109 28 JUL, 89

2nd Fiber (compiessionn

-30 -________ _

-40 -

-7 0

-5 OOE-03 -3 000-03 -1 O00-03-4 OOE-03 2 030-03 0 OOE-00

STRAIN

Figure 69 Seventh Fiber Tested In Compression

P100 31 JUll 89

1st. Fiber (compressaon)

20 ___________

0

-20

-40

60__ _ _ _

-80

100 ________

120 -- ---- _ --

140 -T---- --- - - -

9 000 01 -5 0CF r91 I 11F C'

7 000 01

,TRA IN

Figure 70 Eighth Fiber Tested In C'1 ,rrnliiesian

108

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P!_OG 31 JUL 89

,n! Fiber p yomp esion

20

0 -------

-70

70[ V - T I

-2 0E n 2 nnF Ji -1 20E O 4 DOE-n42 40F

0 1 OF-n P 100'-04 0 00Ffnn

5TRAIN

Figure 71 Nineth Fiber Tested In Compression

P100 1 AUG 89

1st Fiber (compression)

10

40

_

-

F- . . .. ..3 - '-- - --cT "

"-7R.A I N

Figure 72 Tenth Fiber Tested In C~mIo.ss1'n

109

Page 122: LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new space programs, such as the Space Station, also require lightweight materials with

PiOO I AUV R

2n Fiber rnmpre Pw 1n n

2 0 . . . . . .. . . .. ... . . . ..

-620 ____r_

8 DCOE - -4 ODE-03 0 OOE00

b DDE-O3 -2 OOE-03

STRAIN

Figure 73 Eleventh Fiber Tested In Compression

P100 1 AUG 89

3rd Fiber (compression)

20-I

-20

-60

-70

7 nOF- 01 1 nC n0- OO o'I F ni

Figure 74 Twelfth Fiber Tested In -.,,:,_sion

110

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V t F A?! ( 2 AUG A -; , n

h -

n

-100

-120 I T 0

-R 00E 03 -4 OOE 03 0 OOEO0

-6 OOE-03 -2 00E-03

STRAIN

Figure 75 Thirteenth Fiber Tested In

CompressionP100 2 AUG 89

2nd Fiber (compression)

20

-20

-40

-60

-80

- 100

- 120 T~F - I--F, 90-01 -4 50E-03 nF n n nF 4

-550E-03 3 500 O-9l nSTRAIN

Figure 76 Fourteenth Fiber Tested InCompression

111

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P10O 2 AIUG R9

3rd Fiber (comffpressionl)

20

20 __

-40

-60

-100

-120

-140I I I

-9 DOE-03 -4 O0E-03 0 OO 000-6 00E-03 -2 000-03

STRAIN

Figure 77 Fifteenth Fiber Tested In Compression

P10 3 AUG 89

1st Fiber (compression)

20

0

-20

-60

-80

-:00 - --

-120 1

I OOE-02 -5 00 03 rr $7.9 000-03 r 9r- r nn

STRA IN

Figure 78 Sixteenth Fiber Tested In ',mpi:ssion

112

Page 125: LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new space programs, such as the Space Station, also require lightweight materials with

P100 3 AUG 89

2nd Fiber (Lompressin)

10

-60- -

-70

-80-

-g90

-5 00E-03 -3 00E-03 -1 OOE-03-4 00E-03 -2 OE-03 0 00E400

STRAIN

Figure 79 Seventeenth Fiber Tested Incompression

P100 4 AUG 89

1st Fiber (compression)

10

40

-50

-60-7i0 ____________

-3 00E-03 2 20F-03 1 40F-f! n0E fq4

-2 60E-03 -1 80-03 ')'1 F ? 2 00E 01STRAIN

Figure 80 Eighteenth Fiber Tested InCompression

113

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P9O0 6 AUG 89

Ist Fiber (compression)

20

0-

-20

-40

-60

0 -80

-100

-120

140

-160 I

-7 00 -03 -3 OOE-03

-5 00E-03 -1 DOE-03STRAIN

Fiqu; a 81 Nineteenth Fiber Tested InCompression

P100 6 AUG 89

2nd Fiber (compression)

20

0

-20

-40

-00

-100

-120

-400E-03 -2 nfl 0Fi,7n

-3 00E-03 1 noF n,

STRAIN

Figure 82 Twentieth Fiber Tested In '.cmpiession

114

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P100 7 AUG 89

1st Fiber (romprPsslJn)

20

0-

-20

-140

-160

-180 f I I

-6 00E-03 -4 00E-03 -2 OE-n3 0 00E-00-5 00E-03 -3 OOE-03 -1 OOE-03

STRAIN

Figure 83 Twenty-first Fiber Tested InCompression

PlO 7 AUG 89

2nd Fiber (compression)

io

0

-10

-20

-30

-40

-60

-70 I

-2 60E-03 -1 SOE-0j3 -1 IIOF-3 -2 OOE-04-2 2DE-03 -1 40E-03 flOF 04

STRAIN

Figure 84 Twenty-second Fiber Tested InCompress ion

115

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PO0 8 AUG 89

Ist Fiber (compression)

20 -

-20

-40 _______

-60

-80

-100

-120

-140

-160

-4 50E-03 -2 50E-03 -5 ODE-04

-3 50E-03 -1 50E-03

STRAIN

Figure 85 Twenty-third Fiber Tested In

PlO0 10 AUG 89

1st Fiber (compression)

2n1

0

-20

-40

-60

-80

-120

-140

-160

-100 I _ T[_

-5 50E-03 -3 50E-03 -1 50-E03

-4 50E-03 -2 50E-03 5 lOF-n4STRAIN

Figure 86 Twenty-fourth Fiber Te+-ld InCompression

116

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P106 10 AUG 89

2nd Fiber (compression)

20

0

-20

-40

-140

-160 I I

-4 OOE-03 -2 ODE-03 0 OOE.On-3 00 -03 -1 00E-03

STRAIN

Figure 87 Twenty-fifth Fiber Tested InCompression

P100 11 AUG 89

Ist Fiber (codlpression)

20

0

-20

-40

IA -60

-60

-100

-120

-140 T _ 1 _[

-3 50E-03 I rqFl11

-2 50E-03 5 000 04

STRAIN

Figure 88 Twenty-sixth Fiber Tested TnCompression

117

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PlO0 14 AUG 89

Ist Fiber (tension to compression)

60

40

20

0

-20

onIn -40-

-60-

-10 I

-3 000-03 -1 OOE-03 0 OOE-03-2 00E:-03 0 000.00

STRAIN

Figure 89 Twenty-seventh Fiber Tested IndTnprgQ5jiofn

P100 29 AUG 89

1st Fiber (compression)

10

0

-20

-40

-50

-60

-70

-80

-90 - - I I

-4.00F-03 -2 flOE-03 0 OOE0 O

-3 00E-03 1OOF 09STRAIN

Figure 90 Twenty-eighth Fiber Test-d InCompression

118

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010(0 "90 A!Jl 09

1st Fiber (compressmonl

-2 D0-

PiG 30AU_8

20

-100

-120

-140

-160 _TI '

-4 5OE-03 -2 50E-03 -5 0DE-04-3 50E-03 -1 50E-03

STRAIN

Figure 91 Twenty-ninth Fiber Tested InCompression

PIO0 30 AUG 89

2ndl Fiber (compression)

20

a

-80

-100

-120 r TT l

-4 90F-03 -2 5nF nl 9 nnF-04-50E-01' ~r

7,TRA I

Figure 92 Thirtieth Fiber Tested II ",,Millssion

119

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PlO0 31 AUG 89

1st Fiber (comptession)

20

0

-20

-40

-- 0

-80

- 100

-120

-3 SE-03 -2 SE-03 -1 SE-03 -S 0E-04-3 OE-03 -2 0E-03 1 OE-03 0 OE00

STRAIN

Figure 93 Thirty-first Fiber Tested In'opres on

P10 31 AUG 89

2nd Fiber (compression)

10

-40

-20-60

-70

-80 -- _

9I

-3 50E-03 -1 9qE 91-2 50E-03 OlE n4

STRAIN

Figure 94 Thirty-second Fiber Test-d InCompression

120

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PIO 31 AUG 89

3rd Fiber (rompression)

20

-20

-40 ________ _

-60 _ _ _ _ _ _ _

-120

-140

-160 I

-4 SOE-03 -2 5OE-03 -5 DOE-04-3 50E-03 -I 50E-03

STRAIN

Figure 95 Thirty-third Fiber Tested In?empress ion

PlOO 31 AUG 89

4th Fiber (compression)

20

0

-20

-40

-60

-80

n -100

-120

-140

-160- 180-

-200 I T T

-7 OOE-03 -3 nnE-r1

-5 00E-03 -1 nP 03

STRAIN

Figure 96 Thirty-fourth Fiber Test-,I InCompression

121

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P100 31 AUG 89

5th Fiber (compression)

20

f -- 6

-n 100

-120

-140

-160

-5 OOE-03 -3 OnE-03 -1 OOE-03-4 OOE-03 -2 OOE-03 C iuC.9r

STRAIN

Figure 97 Thirty-fifth Fiber Tested In

P100 2 NOV 89

Ist Fiber (tension to compression)

80

60

20

-20

-40

-60

-10.1-

120 IT ' -I I ...

-5 00E 03 -1 hoE n, n oOE-n?3 OE-03 lInE~i

STRkIN

Figure 98 Thirty-sixth Fiber Tested TnCompression

122

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I ( I I WI

P12 2

nr)l{ FbPr ( t~un3lO tn Lnomprme<2Ic)

100 --- -

150

-2no ------- r-]

1 50 -03 -1 50E-D3 5 00E D4-2 SOE-03 -5 CGE-04 O 500-03

STRAIN

Figure 99 Thirty-seventh Fiber Tested InCompression

P1O0 2 NOV 89

3rd Fiber (tension to compression)

1oo

-50

100 ~' t -------------2 50E-03 5 OO N 5 1 0'

-! 500-03 5 1'91 1)4

'TRAIN

Figure 100 Thirty-eighth Fiber Test-,I InCompression

123

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Table XXI P100 Fiber Data

# DIAM L, a a E E,pm mm MPa ksi Mpsi Mpsi

1 9.44 0.14 771.6 111.90 24.670 *2 1 .67 0.155 310.3 45.000 17.160 16.9003 11.67 0.11 427.1 61.950 15.070 16.0704 12.20 0.18 426.5 61.850 16.200 *

5 11.11 0.16 814.1 118.08 28.440 *6 11.11 0.16 472.2 68.480 26.950 *7 10.55 0.13 474.3 68.790 16.420 *8 10.55 0.20 777.0 112.68 26.260 *9 10.55 0.22 380.1 55.130 36.550 *

10 1i.11 0.24 416.3 60.370 23.315 *11 11.66 0.14 717.8 104.10 19.960 *12 11.11 0.12 558.1 80.937 13.580 *13 11.11 0.20 662.0 96.017 25.540 *14 11.11 0.17 728.5 105.65 27.660 *15 11.11 0.12 771.3 111.87 16.904 *16 11.11 0.27 713.5 103.47 27.930 *17 8.89 0.15 568.8 82.500 25.780 *18 11.11 0.20 497.1 72.090 23.730 *19 11.11 0.15 899.8 130.50 20.150 *20 10.55 0.22 665.3 96.490 27.430 *21 9.44 0.14 1053 152.79 31.560 *22 11.11 0.195 385.7 55.932 25.750 *23 9.63 0.20 912.0 132.26 34.970 *24 9.44 0.21 1091 158.30 31.130 *25 9.44 0.23 922.6 133.80 40.880 *26 9.72 0.25 831.1 120.53 40.090 *27 9.44 0.25 771.6 111.90 45.600 50.60028 10.83 0.20 541.1 78.480 20.360 *29 9.44 0.20 979.1 142.00 34.080 *30 9.44 0.16 688.5 99.850 34.570 *31 10.28 0.19 750.7 108.88 35.250 *32 9.66 0.16 565.4 82.000 25.100 *33 9.17 0.16 945.6 137.14 32.180 *34 9.72 0.16 1276 185.00 28.610 *35 9.66 0.16 1020 147.96 32.710 *

124

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Appendix F: P55 Data

r -q t - (-nF n t pr" n'

P55 F) AU I 9

40

f ---o

7 ~ ~ OOEO 03 O"CE-00''F'

STRAIN

Figure 101 First Fiber Tested In Compression

P55 15 AUG 89

1st Fiber (tension to compressi-on)

40

20

0

-20

-40__ _ _

120

7 OnF nq 1-5 nnrl( n

Figure 102 Second Fibe,-r Testedl In iiipi o

125

Page 138: LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new space programs, such as the Space Station, also require lightweight materials with

P55 15 AUG 89

2nd Fiber (tension to comprassion)

40

20

-20

-40

-60 - 2 00t_+00

-100- 0 O0

-120 ________

-140

-6 OOE-00 -2 OOE-00-4 OOF-00 0 !OE-00

STRAIN (IE -03)

Figure 103 Third Fiber Tested In Compression

P55 15 AUG 89

3rd Fiber (compression)

20

0

-20

'S -40

-60

-100

-120- -r --

• 5 E-03 -3 5E-09l

-4 5E-03 - Or , E n4U';TRAIN

Figure 104 Fourth Fiber Tested In '."mir:, on

126

Page 139: LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new space programs, such as the Space Station, also require lightweight materials with

P55 15 AUG 89

4th Fiber (compression)

20

-100-

-120-

-140-

-9 flE-03 -4 OE-03 0O~l-6 OE-03 -2 CE-03

STRAIN

Figure 105 Fifth Fiber Tested In Compression

P55 16 AUG 89

1st Fiber (tension to compression)

40

20

-20

En-40

-6C

- NC

-1200

-0 OE-03 -4 OE-03 n nF~nr-6 OER03 -2 OF-n' 2 OF 03

STRAIN

Figure 106 Sixth Fiber Tested In C',-rqV'Lessi~n

127

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P55 17 AUG 89

1st Fiber (compression)

20

0

- 20

-40

-0

-120

-9 OF-03 -5 OE-03 -1 OE-flJ-7 OE-03 -3 DE-03

STRAIN

Figure 107 Seventh Fiber Tested In Compression

P55 18 AUG 89

1st Fiber (compression)

- 20

-40

'A

' -60

-1.00

-120

-7 OE-03 - OE-03

-S OE--0) 3nSTRAIN

Figure 108 Eighth Fiber Tested In Cmpiession

128

Page 141: LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new space programs, such as the Space Station, also require lightweight materials with

P55 21 AUG 89

1st Fiber (compression)

2 D0

-20 -

-40

-60

-80

-100

-12D

-140

-1 IE-02 -7 OE-03 -3 DE-03-9 OE-D3 -5 OE-03 -1 DE-03

STRAIN

Figure 109 Nineth Fiber Tested In Compression

P55 22 AUG 89

1st Fiber (compression)

0

-20

-100 --

-120

-140 T -

-1 IE-02 -7 OE-03 flF n-9 OE-03 -5 n'Eol -1 nE-i

STRAIN

Figure 110 Tenth Fiber Tested In Compiession

129

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P55 23 AUG 80

1st Fiber (compression)

-20

-100

-220

-140

-160

-1 DE-02 -6 OE-03 -20OE-03

-8 OE-03 -4 OE-03 0 0E-00

STRAIN

Figure 111 Eleventh Fiber Tested In Compression

P55 24 AUG 89

1st Fiber (compression)

20

0

- 20

-40

-60

-00

-100 2f

-120

-140 -- ____ ______

-I 3E-02 -9 OE -03 - n i I 9F-01- I IE-02 -7 E-nfl 2 IF n'

STRAIN

Figure 112 Twelfth Fiber Tested In ",,rpression

130

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P55 24 AUG 8q

2nd Fiber (rompreslon)

20

0

-20 ---

-40

-60 a

-100

-120

-140I I

-1 2E-02 -8 OE-03 -40O-0 0 OE-00-t OE-02 -6 0-03 -2 00-03

STRAIN

Figure 113 Thirteenth Fiber Tested In

CompressionP55 24 AUG 89

3rd Fiber (compression)

z

0

-20

-40

-60

- 80

-100

-120 I I T - -

-

-1 4E-02 -60E-PI-1 OF-02 ? PF-0O

STRAIN

Figure 114 Fourteenth Fiber Tested InCompression

131

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P55 24 AUG 89

4th Fiber (compression)

20

°

20

-40

-60

- 100

-120

-140 I

-1 2E-02 -8 E 03 -4 0-03 0 0E0-1 OE-02 -6 0E-03 2 O-03

STRAIN

Figure 115 Fifteenth b'iber Tested In

P55 25 AUG 89

1st Fiber (compression)

20

- 0-20 F r "~

-40

-60

0 -80

-100

-120

-140

-160 I T

-1 6E-02 -8 10-03 n fE0fl-1 2E-02 OF V?

5,TRAIN

Figure 116 Sixteenth Fiber Tested TnCompression

132

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P55 25 AUG 89

2nd Fiber (compression)

20

0

20

-? -40

-100 __

-120

-140 I

-I 6E-02 -9 OF 03 0 0E00

-1 2E-02 -4 OE-03

STRAIN

Figure 117 Seventeenth Fiber Tested Inr7nmp re a in

P55 26 AUG 89

1st Fiber (compression)

20

0

-20

-60

-80

-100

- 120

-140 i I I I

-1 IE-02 -70E-03 i nF-n?

-9 0-03 -S OE 0? 1 OF 03STRAIN

Figure 110 Eighteenth Fiber Tested In

Compression

133

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P55 26 AUG 89

2nd Fiber (compression)

20

0

-20

-40

-60 -- ._,

-80

-120r-

-1 OE-02 -6 0E-03 -2 0E-03-80E-03 -4 0E-03 0 0E.00

STRAIN

Figure 119 Nineteenth Fiber Tested InCompre a i on

P55 26 AUG 89

3rd Fiber (compression)

20

0

-20

-40

In -60

-80

-100

-120

-140 - T

-1 3E-02 -9 O-03 -" 0 f1 OF-0-1 1E-02 -7 OF-03 I) ?O

STRAIN

Figure 120 Twentieth Fiber Tested Tn

Compression

134

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P55 26 AUG 89

4th Fiber (rompression)

20

-I0

-60

-80

-100

-120

-7 OE-03 3 OE-03-5 0F-03 - OE 03

STRAIN

Figure 121 Twenty-first Fiber Tested Inornmpreasion

P55 26 AUG 89

5th Fiber (compression)

20

0

- 20

-40

-60

-I00

-6 CE-03 -4 CE-03 2 1 F -1 n ,nn-S 0E-03 -3 OF-C l E 01

STRAIN

Figure 122 Twenty-second Fiber TeSt!- TnCompression

135

Page 148: LOF - Defense Technical Information Center · bay doors of the Space Sbuttle.(17:736). Major new space programs, such as the Space Station, also require lightweight materials with

P55 26 AUG 89

6th Fiber (rompesslcn)

20

0

-20 - -____________

-40

-60

-100

-120 I 1

-8 O -03 -4 0 -03 0 E.O0

-6 CE-03 -2 0E-03STRAIN

Figure 123 Twenty-third Fiber Tested InrCormpreaijon

P55 26 AUG 89

7th Fiber (compression)

20

-20

-40

-60

-80

-100

-120

-140I T

-8 OE-03 -1 n0 O 0 OF.fnf-6 0 -03 )F-n

STRAIN

Figure 124 Twenty-fourth Fiber Test-d InCompression

136

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P55 27 A{JG Q

1i-40i- __-

120 -

1 0 I I I T

q OE 93 -5 OE 03 -i CE-03-7 IE-03 -3 CF-03

STRAIN

Figure 125 Twenty-fifth Fiber Tested Inromprysion

P55 27 AUG 89

2nd Fiber (compression)

20

0

- 20

-40

-60

-80

-100

-120

- OE-03 -4 CE 03 n oEn nn-6 OE-03 " 3

STRAIN1

Figure 126 Twenty-sixth Fiber T-st-1 Tn

Compression

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P55 8 AU(; R9

1'~ F ib Pr fo m Pt P 7;-z j1 n

-D --_ - -- ----

10

20 _

-50

-70

-90

-5 SE-03 -3 5E-03 I E-03

-4 5E-03 -2 5E-03 -5 OE 04STRA] N

Figure 127 Twenty-seventh Fiber Tested In? oappre as ion

P55 28 AUG 89

2nd Fiber (tension Lo comppresslon)

20

0

-20

-40

-60

-80

6 OE 03 -2 0E-P! 2 nF 01-4 OE-03 r rn,

,TPA'.N

Figure 128 Twenty-eighth Fiber Tes&+- TnCompression

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dK(l F ber ( 0.nslno nmpr rso on

4 n

_______ _______ - --------------- __

-40

80 I r OF0

-4 OE-03 0 OEDl 4 -03

-2 OE-03 2 CE-03

STRAIN

Figure 129 Twenty-ninth Fiber Tested InCompression

P55 28 AUG 89

4th Fiber (tension to compression)

60

40

20

-20

-40

7 OF-03 01 1 , r)JEO 003

TP AIN

Figure 130 Thirtieth Fibr TeFstd TnCompression

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Table XXII P55 Fiber Data

# DIAM L, a E E,

m mm MPa ksi Mpsi Mpsi

1 11.39 0.25 880.6 127.72 27.60 29.852 11.66 0.24 871.4 126.38 27.57 33.853 11.66 0.23 890.9 129.21 29.09 30.424 11.66 0.22 729.3 105.79 22.40 27.515 11.66 0.21 801.4 116.23 20.47 *

6 11.11 0.20 884.8 128.33 18.86 *

7 11.66 0.19 661.4 95.918 15.20 *

8 11.39 0.18 746.0 108.20 19.61 *

9 11.66 0.17 863.7 125.26 14.80 *

10 11.66 0.16 776.1 112.56 12.45 *

11 11.66 0.15 972.5 141.05 18.13 *

12 11.66 0.14 918.1 133.16 12.60 *13 11.86 0.13 826.7 119.90 13.36 *

14 11.66 0.12 661.4 95.918 9.244 *

15 11.94 0.11 779.1 113.00 11.23 *

16 11.94 0.12 907.0 131.55 11.26 *

17 11.39 0.12 876.5 127.13 11.45 *

18 11.66 0.12 778.1 112.84 12.24 *

19 11.66 0.12 719.7 104.38 12.77 *

20 11.66 0.12 894.8 129.77 13.57 *

21 11.11 0.16 629.2 91.250 16.20 *

22 9.44 0.16 694.4 100.71 18.50 *

23 11.66 0.16 661.3 95.910 13.70 *

24 10.55 0.16 800.7 116.13 19.83 *

25 11.39 0.16 774.6 112.34 14.62 *

26 11.11 0.20 702.7 101.92 16.79 *

27 11.39 0.20 595.2 86.328 18.48 *

28 10.83 0.20 660.6 95.814 18.75 20.7629 10.55 0.20 570.2 82.704 18.97 18.3330 11.39 0.20 709.4 102.88 21.97 26.32

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APPENDIX H: Recommended Experimental Design

The MTM-8 has demonstrated its ability to directly

test fibers in compression. This testing can easily be

incorporated into a larger research effort directed

towards understanding the compressive behavior of

composites. Response Surface Methodology (RSM)

conveniently provides a means of describing an empirical

relationship between fiber and matrix properties and the

properties of a composite.

RSM is simply the application of statistical

estimation procedures to relate variables (x,, x2,

x3... ,xI ) to a response Y over a specific region of

interest. RSM can also be used to:

1) determine which x values will yield a productsatsfying the constraints for different responses

2) explore the space of the xi's to determine themaximum response and the nature of that response(3:iv)

RSM will be applied to the problem of relating the

variables of fiber and matrix compressive properties to

the response of composite compressive behavior. The

proposed experimental design will be a 3 factor first

order (linear) response surface design.

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The object of RSM is to form a model in which the

response is given as a function of controllable variables

and associated variable parameters. This model may be

represented as follows:

Y = F(E,E) + F

Y = response - composite strengthF = first order functionE = controllable variables - fiber

and matrixe variable parameters -

compressive strength, modulus= experimental error (2:3-1)

The method by which the values for e are considered

optimal for the function F will be the least squares

regression.

The model building process by which the experimental

design is formulated is called factorial design. The

factorial design offers the ability to make multiple

comparisons and provides a simple design structure (2:4-

1) . The proposed experimental set-up uses three

variables (factors): fiber type, matrix type and volume

fraction of the fiber in the composite. These factors

will be set at two different levels. Thus the initial

design is known as a 2' factorial design. Table XXIII

lists the factors and their levels. Th- -411es listed

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are hypothetical values and will be used to illustrate

RSM techniques. The values are from an example listed in

Empirical Model-Building and Response Surfaces by Box and

Draper (3:107).

Table XXIII Factors of the 23 Design

FACTORS VARIABLES (Ei) LEVELS

FIBER TYPE STRENGTH (ksi) 250 350

MATRIX TYPE STRENGTH (ksi) 8 10

VOLUME FRACTION PERCENT 40 50

2.56 3.30

1 1.95 2. 7

x 3 3.06- - -3.56 1

- 2.23. 2.83 -1

-1 1

Figure 136 Graphical Representation of the Design

Graphically, the 21 c ijn -.1 '.. . in

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Figure 1. The EI's are coded so that the two levels of

each variable equal -1 and +1, respectively. The coded

variables (x,'s) are calculated in the following manner:

x, = (E,-300)/25 x2 = (E2-9) /1 x3 = (E3-45)/5

Table XXIV lists the full 23 design, including the coded

and uncoded variables.

Table XXIV Full 2' Design

UNCODED CODED

El E E, xi x 2 X3 Y

250 8 40 -1 -1 -1 2.83350 8 40 1 -1 -1 3.56250 10 40 -1 1 -1 2.23350 10 40 1 1 -1 3.06250 8 50 -1 -1 1 2.47350 8 50 1 -1 1 3.30250 10 50 -1 1 1 1.95350 10 50 1 1 1 2.56

Actual estimates for the El values, the fibers'

compressi-4r properties, can be obtained from testing with

the MTM-8. The E2 estimates, the compressive properties

of the matrix materials, can be found from testing with

an Instron machine. Composite test specimens, fabricated

with all the different fiber, matrix, and volume fraction

combinations, can also be tested on an Instron machine in

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order to estimate the E, values. After the data is

collected, a multi-variate least squares analysis can be

performed to determine the coefficient values for the

following first order model:

Y = B,+Bx,+Bx.+BIx3+B4xI +B3x,3+Bx,,

Replicate values at each design point are desirable

because the replications will reduce the amount of pure

deviation (2:3-35). Table XXV lists the first order

regression results from the software package STATISTIX.

Table XXV Fir-t Order Regression Analysis

UNWEIGHTED LEAST SQUARES LINEAR REGRESSION OF Y

PREDICTORVARIABLES COEFFICIENT STD ERROR STUDENT'S T P

CONSTANT 2.7545 1.8873E-02 145.95 0.0000XI 3.7500E-01 2.2131E-02 16.94 0.0001X 2 -2.9500E-01 2.2131E-02 -13.33 0.0002X, -1.7500E-01 2.2131E-02 -7.91 0.0014X12 -1.5000E-02 2.2131E-0 -0.68 0.5351X23 -2.0000E-02 2.2131E-02 -0.90 0.4173X13 -1.5000E-02 2.2131E-02 -0.68 0.5351CASES INCLUDED 11 MISSING CASES 0DEGREES OF FREEDOM 4OVERALL F 88.18 P VALUE 0.0003ADJUSTED R SQUARED 0.9812R SQUARED 0.9925RESID. MEAN SQUARE 3.918E-03

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This analysis indicates the 1 t order model that best fits

the data is as follows:

Y = 2.745 + .375x, - .295x, - .035x,

This initial design, while suitable for first order

modeling, does not allow for any analysis to determine

how well a second order model might fit the data. One

additional composite specimen will allow for a fitness

test of the following second order model:

Y = B,+BIxI+B2x2+B3x3+B~x+Bx,3+B~xl,+B7x11+B x2+B'X3

The new composite specimen must be fabricated from a

third fiber type, a third matrix material and a third

fiber volume fraction. The new level of each variable

should be at the mid point between the current levels

(2:7-3). The coded values would then be equal to zero.

Graphically, the new composite specimen represents the

center of the cube depictect iii Figure 1. The 2 design

with the additional center point is listed in Table XXVI.

The center point is replicated three tinmi! that the

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STATISIX software will perform the regression analysis.

Table XXVI Full Design with Center point

UNCODED CODED

El E2 E3 xi x2 x3 Y

250 8 40 -1 -1 -1 2.83350 8 40 1 -1 -1 3.56250 10 40 -1 1 -1 2.23350 10 40 1 1 -1 3.06250 8 50 -1 -1 1 2.47350 8 50 1 -1 1 3.30250 10 50 -1 1 1 1.95350 10 50 1 1 1 2.56

300 9 45 0 0 0 2.79300 9 45 0 0 0 2.79300 9 45 0 0 0 2.79

The results of the second order regression analysis

for the augmented 23 design are listed in Table XXVII.

The regression analysis (ANOVA lack of fit tests) shows

clearly that the first order model gives the most

adequate fit of the data.

Once the experiment is completed and the data is

collected, a multi-variate least squares regression can

be performed, assuming all of the appropriate assumptions

for least squares regressions are found to be reasonable.

If the statistical analysis shows that the response

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Table XXVII 2" Order Regression Analysis

UNWEIGHTED LEAST SQUARES LINEAR REGRESSION OF Y

NOTE: X22 AND X33 WERE DROPPED FROM THE MODELBECAUSE OF HIGH CORRELATIONS WITH OTHER PREDICTORVARIABLE (S).

PREDICTORVARIABLES COEFFICIENT STD ERROR STUDENT'S T P

CONSTANT 2.7800 3.8006E-02 73.15 0.0000xi 3.7500E-01 2.3274E-02 16.11 0.0005X2 -2.9500E-01 2.3274E-02 -12.68 0.0011X3 -1.7500E-01 2.3274E-02 -7.52 0.0049X12 -1.5000E-02 2.3274E-02 -0.64 0.5651X23 -2.0000E-02 2.3274E-02 -0.86 0.4533X13 -l.5000E-02 2.3274E-02 -0.64 0.5651Xli -3.5OOOE-02 4.4566E-02 0.79 0.4896CASES INCLUDED 11 MISSING CASES 0DEGREES CF FREEDOM 3OVERALL F 68.43 P VALUE 0.0026ADJUSTED R SQUARED 0.9793R SQUARED 0.9938RESID. MEAN SQUARE 4.333E-03

STEPWISE ANALYSIS OF VARIANCE OF Y

INDIVIDUAL CUM CUMULATIVE CUMULATIVE ADJUSTEDSOURCE SS DF SS MS R-SQUARED

CONSTANT 83.463Xl 1.125 1 1.125 1.125 0.4874X2 6.96E-01 2 1.821 9.11E-01 0.8399X3 2.45E-01 3 2.066 6.89E-01 0.9846X12 1.80E-03 4 2.068 5.17E-01 0.9835X23 3.20E-03 5 2.071 4.14E-01 0.9833X13 1.80E-03 6 2.073 3.45E-01 0.9812Xl 2.67E-03 7 2.076 2.96E-01 0.9793RESIDUAL 1.30E-02 10 2.089 2.09E-01

CASES INCLUDED I1I T T 7 ': nDEGREES OF FREEDOM

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surface can be approximated with a second order function,

other test designs based on RSM concepts, such as those

suggested by Box and Behnken, can be used to find second

order or higher relationships.

As previously mentioned, actual data points can be

collected with the MTM-8 and the Instron Testing

machines. One of the key assumptions used in this RSM

analysis is that the levels of each variable are

continuous, not discrete, data points. This assumption

impacts the choice of fibers and matrix materials that

can be used. Choosing fibers that are made from

different starting materials, such as carbon or polymers,

probably would invalidate this assumption of continuity.

An example of an appropriate choice of zibers would be

P25, P55 and P100 fibers. These fibers are all made from

carbon pitch, but have different mechanical properties.

The matrix materials should be chosen in an analogous

fashion.

RSM is a powerful experimental design tool that can be

applied to the study of composite material compressive

properties. The design presented is only a suggestion

and is meant to be a starting point. A,1f-'n.I

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variables can be added without altering the underlying

RSM concepts. The assumptions made during the analysis

must not be ignored. If the assumptions are for some

reason invalidated, then any inferences drawn from the

resulting model will be suspect.

153

-. • • • I l I I I I I

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Bibliography

1. Allen, Steven R. Mechanical and MorphologicalCorrelations in Poly(p-phenylenebenzobisthiazole)Fibers, July 1983. Contract AFWAL-TR-83-4045.Amherst MA: University of Massachuettes, July 1983.

2. Bauer, Kenneth, W. Class handout distributed inOPER 699, Response Surface Methodology. Air ForceInstitute of Technology (AU), Wright-Patterson AFBOH, July 1989.

3. Box, George P. and Norman R. Draper. EmpiricalModel Building and Response Surfaces. New York:John Wiley and Sons Inc., 1987.

4. Brush, D. 0. and Bo 0. Almroth. Buckling of Bars,Plates, and Shells. New York: McGraw-Hill BookCompany, 1975.

5. Devore, Jay L. Probability and Statistics ForEngineering and the Sciences (Second Edition).Monterey, California: Brooks/Cole PublishingCompany, 1987.

6. Deteresa, S. J. The Axial Compressive Strengths ofHigh Performance Polymer Fibers: Interim Report, 1September 1982 - 1 April 1983. ContractAFWAL-TR-85-4013. Amherst MA: University ofMassachuettes, March 1985 (AD-A165 065).

7. Dobbs, M.G. and others. "Compressional Behaviour ofKevlar Fibers", Polymer,22: 960-965 July 1981.

8. Fawaz, 2Lt Scott A. Compressive Properties of HighPerformance Polymeric Fibers. Ms Thesis,AFIT/GAE/AA/88D-13. School of Engineering, Air ForceInstitute of Technology (AU), Wright-Patterson AFBOH, December 1988.

9. Hawthorne H.M. and E. Teghtsoonian. "AxialCompression Fracture in Carbn 7- vii Tiirnal ofMaterial Science, 1-O I, " 10'

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10. Jones, Robert M. Mechanics of Composite Materials.Washington, D.C.: McGraw-Hill Book Company, 1975.

11. Keller, Capt Russel L. Examination of HighPerformance Polymer Fibers Under CompressireDeformation. Ms Thesis, AFIT/GAE/AA/86D-5. Schoolnf Engineering, Air Force Institute of Technology(AU), Wright-Patterson AFB OH, December 1986.

12. Kumar, Satish and T. E. Helminiak. "CompressiveStrength of High Performance Fibers", Proceedings ofthe Materials Research Society Symposium, Volume134. Pittsburgh, Penna.: 1989.

13. Kumar, Satish and others. "Uniaxial Compre3siveStrength of High Modulus Fibers for Composites",Journal of Reinforced Plastics and Composites, 7:108-119 (March 1988).

14. Neter, John and others. Applied Linear StatisticalModels (Second Edition). Homewood, Illinois: IrwinInc., 1985.

15. NH Analytic Software. STATISTIX - An InteractiveStatistical Analysis Program for Microcomputers.Software User's Manual. NH Analytic Software,Roseville MN, 1987.

16. Palazotto, A. M., Professor, School of Engineering,Air Force Institute of Technology, PersonalInterview, Air Force Institute of Technology (AU),Wright-Patterson AFB OH, - February through 1November 1989.

17. Riggs, Dennis M. and others. "Graphite Fibers andComposites," Handbook of Composites. edited byGeorge Lubin. New York: Van Nostrand ReinnoldCompany, 1982.

18. Schenck, Hilbert. Theories of EngineeringExperimentation, (Third Edition). New York:McGraw-Hill Book Company, 1979.

19. Tecam Micro-Tensile Testinq Ta1 -4 I acili i,i nBook. Techne Inc., PrinceLon NJ, Jaznuaiy 1968.

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20. Wang, C. S., Research Chemist, Universiy of DaytonResearch Institute, Personal Interview, Air ForceMaterials Laboratory, Polymer Branch,Wright-Patterson AFB OH, 9 February through 25October 1989.

21. Wang, C. S. and others. "Axial CompressiveStrengths of High-Performance Fibers By TensileRecoil Technique", Proceedings from AmericanChemical Society Meeting. Miami Beach: September1989.

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Vita

Thomas A. Doyne

He graduated from Radnor Senior High

School in Radnor PA in 1980. He attended the United

States Air Force Academy, where he graduated in the Class

of 1984 with a Bachelor of Science in Engineering

Mechanics. As a lieutenant, he was stationed at Peterson

AFB, CO and was part of the initial cadre who activated

the First Satellite Control Squadron (1SCS), Second Space

Wing. As a member of the 1SCS, Lt. Doyne served as lead

ground systems control officer on a satellite operations

crew. In May 1988, he started his graduate study for a

Master of Science in Space Operations at the Air Force

Institute of Technology.

157