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Lean Six Sigma Water Main Replacement Cost Reduction Greg Meszaros, Director of Public Works and...
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Transcript of Lean Six Sigma Water Main Replacement Cost Reduction Greg Meszaros, Director of Public Works and...
Lean Six Sigma
Water Main Replacement Cost ReductionGreg Meszaros, Director of Public Works and City Utilities
Define Phase
Problem Statement:
Objective:
Water main replacement costs are higher than last rate plan estimate
Decrease water main replacement construction bid costs from $60/ft to $50/ft
Project DescriptionProject Description
Time Line
Define Feb 2002 Measure Mar 2002 Analyze Apr 2002 Improve May 2002 Control May - Dec 2002
Champion: Ted Rhinehart
Black Belt: Greg Meszaros
Team Members: Matthew Wirtz
Mark Gensic
Paul Powers
Dan Smith
Ken Stempien
Bob Hinga
Outside Members: Contractors, Engineering Firm
Project Team
)x,...,x,x,f(x=Y k321
Y= Water main replacement construction bid cost per foot
Big “Y”
Every $1/ft reduction = $32K per year in savings
• External (Customer) Focused– Decrease in Service Interruptions– Improved Water Quality– Improved Fire Protection– Improved Control of Utility Rates– Provided customers with a reliable, sufficient
water distribution system– Replaced 6 miles of water main per year
(150/year replacement cycle)
Benefits
Measurement Phase
Inputs Process Outputs
Design Firm Constructable water main replacement design solutionPDS Internal Staff Time No conflict design solutionType of Pipe Material for New Main (DI, HDPE, etc) Effective water main replacement design solutionConstruction Method (Open Cut, Boring, Bursting, etc) Lowest cost water main replacement design solutionTrees (type, number, location) Reasonable construction scheduleSoil Conditions Accurate engineer's estimate of probable costSite Conditions Well defined bid quantities for measurement & paymentProject Location (residential, commerical, big street, etc) Completed work requestWater main(s) to be replaced Complete project fileProfessional Service Agreement (PSA) Acceptable bidsPermits Clear, Accurate Bid DocumentsDesign Criteria/Standards Manual Clear, Accurate Plans & SpecificationsTime of the Bid (what season)City Bidding RequirementsRestoration RequirementsNumber and condition of existing servicesDepth of constructionCapital FundingBoard Improvement ResolutionLocation of Other UtilitiesRoute of new water lineSpecial ConditionsBackfill RequirementsLevel of design detailBid alternates and award decisionBid preparation time (between advertisement and opening)Construction ContractorsHydrant & Value (Locations, Types, Numbers)Traffic Control RequirementsRoutings for other utility reviewsPre-bid meetingCoordination with other improvement projects (street work)Wage Rates
Start: Scope
Design a WaterMain
Replacement
Stop: Open Bids
Inputs and Outputs50,000 ft. Water Main Design Process Map Inputs and Outputs
Inputs Process Step Outputs
RFQ list of engineering firms Designer Selected (internal or firm)PDS staff time Determination of type of replacement (programmed, TES project)Mains that need to be replaced (size of project) Location(s) of mains to replaceConflict map Professional service agreement (PSA) & fee negotiatedCapital improvement plan (CU & TES) Project #'s established (work order, board order, etc)Budget Schedule established
Extent of replacement (number of mains, size, etc)
Designer (internal or external firm) Flow test resultsSurvey firm (on call or engineering firm) Confirmed property and right of way linesOp Techs (flow testing) Site topo establishedDIPRA (corrosion testing) Confirmation of location of existing utilitiesTES Techs (coordination with street work) Confirmed location (survey) of physical features at siteCubis (tap location information) Knowledge of corrosive conditions (need for poly-wrapped pipe)Holey Moley (underground locates) Extent of pavement replacement requirements (core results)
Knowledge of soil conditions (type, strength)Location/number/type of existing water services
Survey Results P&S: Pipe material for replacement main (DI, HDPE)Corrosion Control Recommendation P&S: Pipe sizeFlow Test Results P&S: Construction method (open cut, bore, bursting)Pavement Core Results P&S: Tree conflict requirementsRouting List (who to route plans for review) P&S: Driveway restoration requirementsState (IDEM) permitting requirements P&S: Street restoration requirementsCity standards P&S: Backfill requirementsPDS staff time P&S: Confirmed routingDesigner (individual or firm) P&S: Fire hydrant and valve type & locations establishedKnowledge of Soil Conditions P&S: Service replacement requirementsConfirmation of location of existing utilities P&S: Traffic control requirementsLocation/number/type of existing water services P&S: Easement requirements
Construction schedule establishedEngineers cost estimate establishedBid alternates and method of award establishedPermits (right-of-way, IDNR, etc)
5,000 ft. Level 1 Water Main Design Process Map Inputs and Outputs
DataCollection
ProjectScoping
Design
Inputs and Outputs
P&S: Pipe material (DI, HDPE) Final bid packet (plans & specs, city boilerplate)P&S: Pipe size Board improvement resolutionP&S: Construction method (open cut, bore) Bid advertisement & bid opening dates P&S: Tree conflict requirements Prevailing (union) if $150K+ (heavy highway rate, utility rate)P&S: Driveway restoration requirements Non-prevailing wage rate if project less than $150KP&S: Street restoration requirementsP&S: Backfill requirementsP&S: Confirmed routingP&S: Fire hydrant and valve type & locationsP&S: Service replacement requirementsP&S: Traffic control requirementsP&S: Easement requirementsConstruction schedule establishedEngineers cost estimate establishedBid alternates and method of award establishedPermits (right-of-way, IDNR, etc)City boilerplate contract languageContract complianceBoard of WorksPDS staff TimeQuantity takeoffs
Final bid packet (plans & specs, city boilerplate) Prebid conferenceBoard improvement resolution Clarifying addendums to bid packetBid advertisement & opening dates (time of year) Contractor bidsPrevailing (union) if $150K+ (heavy highway, utility) Bid tabulationNon-prevailing wage rate if project less than $150K Completed project fileContractors Completed work requestBoard of Works Cost share agreement (with transportation projects)PDS staff timeESS staff time
Bidding
Bid Preparation
Inputs Process Step Outputs
Inputs and Outputs
Cause & Effect Matrix
Rating of Importance to Customer 8 10 6 4 4
1 2 3 4 5
Effe
ctive
So
lution
Lo
wes
t C
ost S
olu
tion
Co
ns
tru
cta
ble
So
lution
Rea
so
na
ble
Sche
du
le
Accep
tab
le B
ids
TotalProcess Step Process Inputs
1 Project Scoping RFQ list of engineering firms 9 9 9 9 9 2882 Project Scoping PDS staff time 3 3 3 3 3 963 Project Scoping Prior itized list of mains that need to be replaced 1 9 0 3 0 1104 Project Scoping Conflict map 1 3 3 3 0 685 Project Scoping Capital improvement plans (Utility & Transportation) 9 9 3 3 0 1926 Project Scoping Budget 3 3 3 3 9 1207 Data Collec tion Designer ( internal or external firm) 9 9 9 9 9 2888 Data Collec tion Survey f irm (on call or through engineering firm) 9 9 9 9 0 2529 Data Collec tion Op Techs (flow testing) 3 0 0 0 0 24
10 Data Collec tion DIPRA (corrosion testing) 9 1 0 0 0 8211 Data Collec tion TES Techs (coordination with street work) 9 9 3 9 0 21612 Data Collec tion Cubis (tap location information) 9 9 9 0 0 21613 Data Collec tion Holey Moley (underground locates) 3 9 9 3 0 180
ProcessDesign a W ater Main Replacement
Cause and Effect Matrix
• Time of Year Project is Bid
• Construction Method Specified
• Size of Project (Footage of main replaced)
• Wage Rates
• Mixture of Work
• Quality of Underground Facility Data
• Engineering Firm
Cause and Effect Expert Opinion
Process Step/InputFailure Modes - What can go
wrong? Effects Causes Current Controls
Wage Raterequested prevailing wage rate for
bids less than 150khigher cost Eng Estimate over 150k None
did not request prevailing wage rate all bids come in over 150k
rebid Eng Estimate under 150k None
Time of Year Project is BidBid projects when contractors are too busy to submit cost effective
bids
Higher costs & late schedules
Bidding projects too late in the construction season
None
Construction Method SpecifiedBid structure does not give
contracts ability to bid most cost effective solution
Higher Cost1) Not enough flexibility for construction methods
2) Bid award method does not encourage best pricing
None
Construction methods allow replacement technologies that don't
workReplacement main fails
1) Unproven methods2) Bid specs now well written
Utility only allows DIP or HDPE methods
Size of Project (Footage of replaced pipe)
Project footage is so small that few contractors are interested in
biddingHigher costs
1) Not grouping together enough related main replacement work
None
Project footage is so large that few contractors are interested in
biddingHigher costs
1) Grouping together of too much main replacement work in one job.
Current practice is to not bid pipeline work that exceeds $1M per
job
Water Main Replacement FMEA Worksheet
Failure Mode Effect Analysis (FMEA)
FMEA & Process Hardening
• Wage Rates– Require review of all engineer’s estimates
between $150K and $200K before requesting prevailing wage rates
– Applies to all construction bidding, not just main replacement work
• Construction Method– Allow ductile iron (open trench construction) or
HDPE (bored construction) option on all main replacement work
FMEA and Process Hardening
• Colony Drive - Estimate: $192,685*Requested prevailing (higher) wage rates because initial
estimate > $150K
• Actual Bids– $109,785
– $118,622
– $149,200
– $159,388
– $175,272
– $183,029
FMEA-Wage Rate Example
*Three bids under $150KPrevailing wage rate structure is
not required for this work.
MSA Study-Verification
Construction bid tabulations were verified with original bid documents from Board of Works records.
Analyze & Improve Phases
Normal Distribution, Mean=$61.01/ft; StDev=11.05
8070605040
95% Confidence Interval for Mu
69645954
95% Confidence Interval for Median
Variable: Total_Projec
52.6396
8.1636
55.1260
Maximum3rd QuartileMedian1st QuartileMinimum
NKurtosisSkewnessVarianceStDevMean
P-Value:A-Squared:
67.5843
17.1039
66.9036
83.895867.958660.773751.226341.0162
16-5.5E-020.240046122.13011.051261.0148
0.9750.132
95% Confidence Interval for Median
95% Confidence Interval for Sigma
95% Confidence Interval for Mu
Anderson-Darling Normality Test
Descriptive Statistics
Distribution
15105Subgroup 0
90
80
70
60
50
40
30
Indi
vidu
al V
alue
Mean=61.01
UCL=85.89
LCL=36.14
30
20
10
0
Mov
ing
Ran
ge
1
R=9.352
UCL=30.56
LCL=0
I and MR Chart for Total_Projec
Control Chart-In Control
Cpk = 0.49 with LSL=$1.00/ft and USL=$75/ft
100806040200
USLLSL
Process Capability Analysis for Total_Projec
PPM Total
PPM > USL
PPM < LSL
PPM Total
PPM > USL
PPM < LSL
PPM Total
PPM > USL
PPM < LSL
Ppk
PPL
PPU
Pp
Cpm
Cpk
CPL
CPU
Cp
StDev (Overall)
StDev (Within)
Sample N
Mean
LSL
Target
USL
106642.73
106642.68
0.05
70017.77
70017.77
0.00
62500.00
62500.00
0.00
0.41
1.78
0.41
1.10
*
0.49
2.11
0.49
1.30
11.2368
9.4772
16
61.0148
1.0000
*
75.0000
Exp. "Overall" PerformanceExp. "Within" PerformanceObserved PerformanceOverall Capability
Potential (Within) Capability
Process Data
Within
Overall
Initial Capability Study
Time of Year (Season)
Cold Weather Warm Weather
40
45
50
55
60
65
70
75
80
85
Season
Tota
l_P
roje
ct_C
PF
SmallBig
85
80
75
70
65
60
55
50
45
40
Size
Tota
l_P
roje
ct_C
PF
Project Size
CUCombined
85
80
75
70
65
60
55
50
45
40
CU_Street2
Tota
l_P
roje
ct_C
PF
Mixture of Work
Interesting Box Plots
ANOVA Work
Time of Year (Season)
Big
Small
Fall-Winter Spring-Summer
52
57
62
67
Season2
Size
Mean
Interaction Plot - Data Means for Total_Projec
Interesting Interaction
Size & Season
Big
Small
Combined CU
50
55
60
65
CU_Street2
Size
Mean
Interaction Plot - Data Means for Total_Projec
Interesting Interactions
Size & Mixture of Work
Improvement Conclusion
Large (footage>3000 feet), stand alone main replacement work bid in the cold weather
• Do not request prevailing wage rates until cost estimates exceed $200K
• Bid all projects with construction method choice (open cut or bored) and award on lowest cost solution
• Bid larger (total footage) main replacement projects by replacing all under performing water main in an entire neighborhood (as opposed to individual streets) Bid the larger neighborhood replacement projects in the cold weather months (December - March)
• Bid the larger neighborhood replacement projects with a minimal amount of additional construction work not directly associated with the water main replacement work (don’t add lots of surface paving work into the replacement project)
Process Change Summary
Control Phase
Process Process Step Output Input Process Specification (LSL, USL, Target)
Main Replacement
DesignBid
Preparation Wage RateEngineer's
Cost EstimatePrevailing wage rate should not be requested unless engineer's estimate greater than $200K
Main Replacement
DesignBid
PreparationFinal Bid Packet
Construction Method & Method of
Award
Two construction methods (open cut and bored) should be specified for each main replacement project with selection (award) of method based on lowest cost bid. Contractors need to only bid one method based on their lowest cost.
Main Replacement
DesignProject Scoping
Extent of Replacement
Mains that need to be replaced
Maximize replacement of under performing water mains in a neighborhood to increase total amount of footage of replacement work
Main Replacement
DesignBid
PreparationBid Opening
DateConstruction
Schedule
Bid largest water main replacement projects (5,000 feet or greater) in the cold weather months (November through February). Make allowances for flexibility of notice to proceeds for winter weather conditions.
Main Replacement
DesignProject Scoping
Type of Replacement
(TES or Programmed)
Capital Improvement Plan (TES)
Review Transportation Engineering Services (TES) capital improvement plan (CIP) to determine if any surface projects are planned for large main replacement project areas. If so, coordinate with TES to bid and complete main work separately.
Control Plan
Measurement Technique Sample SizeSample
FrequencyControl Method Reaction Plan
Update wage rate column in bid tab database with type of wage rate requested. Use "None" for projects that did not use prevailing wage rate structure.
Low bid for each main
replacement project
After each main
replacement project bid opening
Review wage rate column in bid tab database to determine if any bids received were less than $150K with a wage rate designation other than "None"
Perform review audit of low bid and original engineer's estimate to determine why prevailing wage rate was requested.
Review bid tabluations from Board of Works bid openings to determine how project was bid. Update bid tab database with a Y (Yes) in "HDPE Alt" field to indicate the project was bid with a bored construction alternative. Update bid tab database with a Y in "HDPE Alt H to H" field to indicate that the construction method selection was based on lowest cost solution between bored and open cut methods. A N (No) in either of these fields should trigger a review
All bids taken for main
replacement project
After each main
replacement project bid opening
Review bid tabulation sheet to verify that open cut and bored (HDPE) construction method alternatives were specified for each main replacement project. Also verify that final selection was based on lowest cost solution. Failure in either of these categories should trigger a review
Review any replacement project bid without construction method choice to determine why single source selection was made.
At least 20,000 of water main replacement work bid in units of work 5,000 feet or higher on an annual basis
Main replacement work planned for the year Quarterly
Review main replacement projects to determine neighborhood groupings and amount of bids planned for 5000 feet or larger
Review project scoping step to determine why larger main replacement projects are not being generated
At least 20,000 of annual main replacement work bid in the November through February time frame
Main replacement work planned for the year Quarterly
Quarterly review of main replacement bid scheduling to determine amount of main replacement work planned to be bid in the optimum time window
Acclerate main replacement design work if quarterly reviews determine that optimum bid windows will not be met
No large (3000 feet or greater) main replacement projects bid with TES add in work
Main replacement work planned for the year Quarterly
Quarterly review of main replacement projects to determine amount of TES add in planned for each project.
If significant amounts of TES add in for large replacement projects. Review project timing to separate main replacement work from TES surface work.
Control Plan
• Process Step: Bid Preparation
– Input: Construction Method– Output: Final Bid Packet
• Process Spec: Allow for two construction methods (open cut or bored) on all main replacement projects and select based on lowest cost
• Control Method: Review bid tabulation sheet to verify that base (open cut) and alternate (bored) methods are specified for each bid
Control Plan- Close Up Example
Process Improvement Results
Normal Distribution, Mean=$49.92/ft; StDev=4.95
555351494745
95% Confidence Interval for Mu
555045
95% Confidence Interval for Median
Variable: Total_Projec
44.7762
2.9685
43.7723
Maximum3rd QuartileMedian1st QuartileMinimum
NKurtosisSkewnessVarianceStDevMean
P-Value:A-Squared:
55.0912
14.2376
56.0764
55.091254.731250.452844.853244.7762
5-2.96320-1.2E-0124.5489 4.954749.9243
0.2360.386
95% Confidence Interval for Median
95% Confidence Interval for Sigma
95% Confidence Interval for Mu
Anderson-Darling Normality Test
Descriptive Statistics
Project Bid After Improvements
Control Chart - Before & After Improvements
2010Subgroup 0
90
80
70
60
50
40
30
Indi
vidu
al V
alue
1
2
Mean=58.37
UCL=82.01
LCL=34.74
30
20
10
0
Mov
ing
Ran
ge
1
R=8.886
UCL=29.03
LCL=0
I and MR Chart for CPF
Sweet Spot!13,000' @ $44.93
Control Chart
Cpk = 1.28 with LSL=$1.00/ft and USL=$75/ft
80706050403020100
USLLSL
Process Capability Analysis for Total_Projec
PPM Total
PPM > USL
PPM < LSL
PPM Total
PPM > USL
PPM < LSL
PPM Total
PPM > USL
PPM < LSL
Ppk
PPL
PPU
Pp
Cpm
Cpk
CPL
CPU
Cp
StDev (Overall)
StDev (Within)
Sample N
Mean
LSL
Target
USL
0.98
0.98
0.00
57.92
57.92
0.00
0.00
0.00
0.00
1.59
3.09
1.59
2.34
*
1.28
2.51
1.28
1.90
5.27102
6.50512
5
49.9243
1.0000
*
75.0000
Exp. "Overall" PerformanceExp. "Within" PerformanceObserved PerformanceOverall Capability
Potential (Within) Capability
Process Data
Within
Overall
Final Capability-Bids After Improvements
Financial Results
• Direct Savings– Before: $2,824,861/46,498 feet = $60.75/ft– After: $1,325,283/27,041 feet = $49.01/ft– Marginal Difference: $60.75-$49.01 = $11.74/ft– Savings: $11.74*27,041 = $317,461
• Indirect Savings– Savings do not include “spill over benefit” of
process hardening activities such as wage rate optimization on other types of project bidding
Costs Savings
MeasureMeasure
AnalyzeAnalyze
ImproveImprove
ControlControl
ProjectDescription
ProcessMap
C & EMatrix
PreliminaryFMEA
MSA
InitialCapability Study
Multi-Vari
DOE (or other improvement)
ControlPlan
Hand OffTraining
Final Capability
Study
OwnerSign-Off
Final ProjectReport
Project Tracking