Predictive Maintenance: How to Survive PdM Program ......Source: Heinz P. Bloch Technology Report:...
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Technology Report
Predictive Maintenance: How to Survive PdM Program Disruptions
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Technology Report: PdM/RxM 2
TABLE OF CONTENTSShake off the rust 3
Diagnose what went wrong and get back on the predictive maintenance track
What makes a CBM program sink or swim 10
Here are the factors that will help create and sustain success with
condition-based maintenance
Additional Resources 15
AD INDEXUE Systems • www.uesystems.com 9
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Technology Report: PdM/RxM 3
If you’ve ever had to restart a predic-
tive maintenance (PdM) program,
you’re not alone. Everyone seems to
have at least one story about a PdM initia-
tive that failed or was ineffective.
How can you make sure yours will go
right when it’s launched and perform well
over the long haul? The common themes
and unique pearls of wisdom will help you
to avoid the costs and frustration of PdM
restarts.
THE ROCKY ROAD TO RELIABILITYPrograms that fail often go out with a
whimper. “I found ultrasound and infrared
(IR) devices in a dust-covered box in a cabi-
net when I was hired here 10 years ago,”
says Brendon Russ, reliability engineer at
Southern Gardens Citrus, a division of U.S.
Sugar (www.ussugar.com/citrus). “My job
was to restart a multifaceted PdM program
that had been dropped.”
The plant had fallen into the trap of think-
ing that PdM would result from just buy-
ing a tool. This had caused previous PdM
attempts to fail, explains Russ. “There was
this thought that by buying this device, we
now have PdM, and life would be great,”
he says. “There wasn’t really any foresight
into building a PdM program, including the
processes and procedures to govern the
use of PdM or the training and information-
sharing needed for others to understand
the program and its value.”
Shayne Jones, O&M manager for mainte-
nance at Salt River Project (SRP) Navajo
Generating Station (www.ngspower.com)
Shake off the rustDiagnose what went wrong and get back on the predictive maintenance track
By Sheila Kennedy, contributing editor
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Technology Report: PdM/RxM 4
witnessed a PdM initiative fail for com-
mon reasons. “There was a lack of visible
support from management; no synergy;
employee turnover; poor communication
of program value to equipment owners,
maintenance, and operations staff; and
infrequent promotion of finds and saves,”
remarks Jones.
It used to be that the PdM technology
caused problems, but now the technology
is so easy to use that the problems stem
from the people and their actions (or lack
thereof), says Michael Trainor, manager of
asset reliability consulting at SKF (www.
skf.com).
“One plant had a mill motor on a critical
sawing operation indicating a problem over
three months, and even though the vibra-
tion analysis was very sound and the work
request entered in the CMMS was adequate,
the mill’s maintenance team took no correc-
tive action. In the third month, the criti-
cal motor had a catastrophic failure,” says
Trainor. “The team’s inaction caused eight
hours of downtime, more than $18,700 in
repair work costs, and roughly $950 of me-
chanic labor costs.”
Many companies will initiate a PdM pro-
gram and then check the task off their
list as done. This always leads to failure,
suggests Joe Anderson, senior reliability
manager at The Schwan Food Company
(www.theschwanfoodcompany.com). “I
have witnessed a few failures and walked
into plants that have remnants of what
was once a good program,” he says. “Usu-
ally it was due to a combination of three
things: The program manager failed to
show the value PdM provided to the orga-
nization, the management changed, (and/
or) there was insufficient knowledge and
training.”
Bob Kazar, director of reliability for op-
erational excellence at The Wonderful
Co. (www.wonderful.com), agrees that
the majority of programs fail because of
a lack of leadership support, which leads
to a loss in momentum and continuity.
The one exception to this rule he saw was
a fairly large Texas plant with a strong
The Southern Gardens Citrus PdM restart was on par with a new implementation.Source: Southern Gardens Citrus
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Technology Report: PdM/RxM 5
PdM department, many technicians carry-
ing multiple certifications, and numerous
predictive technologies in use. “Despite
strong middle management support, one
short-term plant manager wanted to make
a point by reducing the department to
one PdM technician,” says Kazar.
“Of course, the PdM backlog skyrocketed
and only the most critical routes and as-
sets received attention,” he continues.
“After six months, the plant manager
boasted that he was proven correct in
that the site no longer needed the PdM
team. Sadly, the reduction in reliability hit
hard within nine to 12 months, but by then,
the plant manager had left the company.
Eventually, the plant would recover, but
not as the division showcase that it once
was.”
Most companies do PdM because it’s the
right thing to do, says Tracy Strawn, presi-
dent of oil and gas services at Marshall
Institute (www.marshallinstitute.com), but
in many cases the program is either poorly
implemented or poorly managed. “About
75% of all the PdM programs I have evalu-
ated as a consultant are ineffective or
failing to deliver,” Strawn says. “They start
out with great intentions, but the pro-
gram is not implemented thoroughly or
completely, or the program is downsized
to the point of delivering little value as
a result of a plantwide austerity or cost-
cutting program.”
When programs aren’t set up correctly in the
first place, they’ll never be as effective or ef-
ficient as they otherwise could be. “When reli-
ability practitioners have a vibration program
but ‘don’t have enough time’ to use other
PdM technologies, that’s when I know there
are missed opportunities,” says reliability
improvement specialist Paul Dufresne. “Their
technician may be spending four to eight
hours collecting vibration data and then eight
to 16 hours analyzing the data, but if the da-
tabase had been set up properly to allow the
software to do the analysis, it would have cut
down on that time and allowed the technician
to use other tools in the PdM toolbox.”
Training is another area of opportunity, says
Dufresne. “I have seen organizations make
an investment in the software and hardware
but cut training out of the project.”
Another sign of ineffective implementa-
tion is repeat failures. “We often wonder
why there are so many repeat failures in the
thousands of machines that are being moni-
tored,” remarks consulting engineer Heinz
P. Bloch. “The problem is twofold: It has
to do with uninformed management and a
tradition-focused workforce. What is need-
ed is a long-term reliability improvement
program that includes root-cause identifica-
tion and correction.”
TIPS FOR GETTING BACK ON TRACKEach PdM program restart project is
unique to a plant and its processes. The
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Technology Report: PdM/RxM 6
steps taken will depend on the extent of
the program’s decline as well as its causes
of failure. Southern Gardens Citrus’ PdM
program restart was on par with a new im-
plementation, suggests Russ. “We started
at the nuts and bolts of reliability: build-
ing the CMMS, getting the asset criticality
squared away, making sure we did some
PM optimization, and trying to eliminate
some of the waste and focus our efforts,”
he says.
Russ continues: “I built processes and
procedures for each individual technology,
starting with IR, and incorporated indus-
try best practices found at conferences
and training classes, including the safety
aspects. We basically built the program be-
fore buying and handing out the tools. But
the most important step of all was to get
buy-in from both the executive level and
worker level.” Now, he says, “we’re doing
great with ultrasound, infrared, oil analysis,
vibration, motor testing, and some nonde-
structive tests such as liquid dye penetrant
testing and pipe inspections. We can justify
our own existence every year without a
problem.”
Russ strongly urges documentation of basic
roles and responsibilities, processes, and
procedures in a PdM restart. “If someone
wins the lottery or is hit by a bus, you’ll
have something there to follow,” he says.
Schwan’s Anderson recommends a specific
five-step plan for restarting PdM:
1. Educate all affected employees and
management about the value of these
programs.
6 reasons why PdM programs derail:
1. Production doesn’t see the program’s value and therefore provides reluctant support, charac-
terized by not making equipment available to take readings.
2. The PdM group doesn’t act on the data derived from the PdM monitoring, and therefore lessons
aren’t learned and equipment continues to fail.
3. The PdM group fails to employ the correct metrics, such as cost avoidance, and consequently
no one understands the contribution the program is making to the business.
4. The PdM group isn’t provided adequate training upfront (or annual refresher training as the
program matures), and so members’ skills either aren’t sufficiently developed or diminish along
the way – as does accurate data collection.
5. The management team doesn’t understand the value that the PdM group can deliver and conse-
quently doesn’t provide leadership support, as by asking challenging questions, removing imple-
mentation barriers, reviewing key metrics, insisting that the PdM group deliver results and the
organization act on those results, and providing adequate funding.
6. The chosen PdM group leader has an inadequate skill set.
Source: Marshall Institute
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Technology Report: PdM/RxM 7
2. Have a detailed plan for how you will
implement the programs and develop sus-
tainable systems for their effectiveness.
3. Provide thorough training in the tools and
systems being implemented.
4. Communicate to the organization all of
the cost savings and avoidances as evi-
dence of how the program adds value.
5. Have a plan for continuous improvement.
Unfortunately, most organizations have to
go through a little pain to realize the errors
of their ways, Dufresne indicates. For one
facility experiencing a high level of unreli-
ability, Dufresne evaluated the landscape
and used the P-F curve to get the organi-
zation refocused on PdM tasks that would
add the most value. After an inventory and
audit of the technologies the site was using,
the shortfalls of each tool and process were
identified and corrected. Personnel also
were retrained on how to inspect equip-
ment and collect data. These actions had an
immediate impact on the organization.
“I recommend starting with the one disci-
pline that will add the most value to your
organization and making it right before
adding others,” says Dufresne. “Also, all
PdM programs should be audited on an an-
nual basis to ensure they are operating as
effectively and efficiently as possible.”
Considerable support is needed from the
plant leader to move a PdM program for-
ward again. “Find the right person to lead or
drive the effort – someone who is passion-
ate about the technology and a firm believ-
er in the program,” suggests The Wonderful
Co.’s Kazar. “Sometimes new software must
be purchased, support licenses reinstated,
and training given to new personnel,” he
says. “Procuring training dollars is in itself a
huge hurdle for some plant budgets.”
Kazar emphasizes the need to quantify all
of the program’s benefits for upper man-
agement and putting the value into manag-
ers’ vernacular – the language of business.
“Statistically, 7% of one’s equipment population devours 60% of available funds.” Shown: Large multistage process pump on test at Dengyosha Machine Works in Tokyo, Japan.Source: Heinz P. Bloch
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Technology Report: PdM/RxM 8
Share the findings throughout the plant
via a monthly enewsletter or other form of
communication, because operating in a vac-
uum will never breed the support needed to
develop and sustain a viable PdM program.
SRP’s Jones recommends making sure the
details of the program are communicated
on a frequent basis to those responsible for
maintaining the equipment. “Weekly meet-
ings with individual stakeholders would be
good,” Jones says. “Monthly should be the
minimum frequency. Consider utilization of
contractors for data collection and analysis
if you are lacking qualified, interested inter-
nal resources.”
It’s best to focus on known problem areas,
suggests Bloch. “By inference and with
few exceptions, the most rapid payback is
obtained by eliminating repeat failures,” he
says. “Statistically, 7% of one’s equipment
population devours 60% of available funds.”
PdM alone will not improve reliability,
cautions Bloch. “We don’t pay sufficient
attention to the basics, such as avoiding
failure with low-risk designs, and we must
not tolerate unexplained repeat failures,”
he says. “PdM will tell us what part is
deteriorating, but we must employ other
means to uncover and then rule out fail-
ure causes. All too often, the root of the
problem is a lack of insistence on consci-
entiously implemented details. Look to the
growing pool of disciplined, well-rounded
technician-retirees for help in teaching
these details.”
Some organizations will invest in initial
training and tools but not follow through to
keep the program alive and well, remarks
SKF’s Trainor. It’s easy to buy hardware and
software for data collection and analysis,
he suggests, but what matters is the com-
mitment the company is willing to make to
investing in its people. Education can take
place in informal lunch-and-learn sessions
or as part of daily planning meetings or op-
erations review meetings.
Finally, track and tell your story: Document
– both in time and dollar value – and share
successes to inspire your team to continue
making progress. “I think people are wired
this way,” says Trainor.
Email Contributing Editor Sheila Kennedy, CMRP,
managing director of Additive Communications,
Share the findings that result from PdM, such as this ultrasonic bearing inspection on a high-speed bottling line.Source: The Wonderful Company
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Technology Report: PdM/RxM 10
When deciding to implement a
condition-based maintenance
(CBM) tool, there are always
many questions to ask and decisions to
make. Ultrasound or vibration? Infrared or
oil analysis? Motor current testing or preci-
sion alignment? Over the years, I have had
countless conversations with maintenance
and reliability professionals about which
CBM technology is the best.
The question they should be asking is a little
more precise: Which technology can find
the failure modes I’m looking for, and how
early will it be able to find them?
A good CBM program will start with a de-
tailed asset-criticality assessment. Once it
has been determined which assets are the
most critical, the maintenance organization
should then seek to understand their failure
modes. From this base level of knowledge,
the team will then be able to identify the
CBM technology that will find the failure
modes early enough to allow the mainte-
nance team to plan and make repair-or-re-
place decisions before a failure becomes so
severe that safety risks increase and shut-
downs occur.
Once the CBM technology has been chosen,
questions should be asked regarding current
and future needs. For example, the reliability
team might determine an immediate need
for compressed-air leak detection and rec-
ognize a future need for a bearing condition
monitoring program. Therefore, it would be
best to select an ultrasound instrument that
will allow for the easy transition from one
condition monitoring application to the next.
What makes a CBM program sink or swimHere are the factors that will help create and sustain success with condition-based maintenance
By Adrian Messer, CMRP, UE Systems
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Technology Report: PdM/RxM 11
Another question that should be asked but
is commonly overlooked is what kind of
support is offered by the CBM technology
solution provider. Usually, the provider is
willing to host a lunch-and-learn to discuss
inspection techniques for certain applica-
tions. Software and instrument-specific
webinars are easy to set up and can be an
effective training method.
With the onset of the industrial internet of
things (IIoT) movement, common questions
center around the data collected from CBM
tools. How will the data be utilized? Where
will the data be stored? How can my CBM
technology data integrate with my CMMS or
other monitoring systems?
In my many visits to plants and facilities
each year, there is one thing I have consis-
tently noticed that maintenance and reliabil-
ity professionals can do better: reporting
and documentation. If maintenance is to be
perceived as a value rather than a cost, re-
porting and documenting the findings from
CBM tools are critical. When documenting
problems found with the CBM tool, ROI in-
formation should always be included.
For example, instead of only reporting that
a certain number of compressed air leaks
were found during the last survey, the re-
port should also include the dollar amount
reflected by the energy loss from those
leaks. If the problems found are mechani-
cal in nature, then the report should also
include the costs associated with the poten-
tial downtime that was averted by finding
the problem early. These reports should be
well-documented and shared throughout
the facility, including with upper manage-
ment. At the world-class level, this informa-
tion should be shared with similar facilities
throughout the organization.
WHY DO CBM PROGRAMS FAIL?CBM programs usually fail because of a lack
of clear goals and expectations for them.
CBM program stakeholders need to be
educated about the need for doing things
differently than they’ve been done in the
past. Maintenance and reliability workers
also need to be supported and allowed the
proper amount of time to become familiar
with new CBM tools. Once a tool is in use,
clear expectations must be in place about
how the data and reports will be used to
make better decisions moving forward. A
CBM program will also need to utilize root-
cause analysis on any detected failure. All
of these actions together, performed on
a regular basis, will help sustain the CBM
program.
One thing that M&R
professionals can do
better is reporting
and documentation.
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Technology Report: PdM/RxM 12
Shifting from a reactive to a proactive main-
tenance approach is a big undertaking that
can create many challenges. Often, stake-
holders choose to ignore the process com-
pletely, citing time as a limiting factor. Two
things must be in place before any CBM ini-
tiative begins: a team of individuals unafraid
to step up to the challenge and a clear set
of goals and expectations for them.
In almost all cases, the sustainable and suc-
cessful CBM programs I have seen were
started by people who weren’t afraid to step
up and take a stand against outdated reac-
tive programs. These individuals recognize
that their organization can no longer afford
to continue to operate in a reactive environ-
ment. They are willing to do things different-
ly, and they will be the champions of change
and progress.
Well-defined goals and expectations are
critical. Maintenance and reliability goals
should reflect the company’s core busi-
ness principles and strategies as well as any
industry-specific corporate and regulatory
compliance standards.
These goals should also take into account:
• Any safety improvements coinciding with
the improved reliability of equipment.
• Customer or supplier satisfaction gained
through enhanced production capabilities.
• Environmental awareness of better energy
efficiency and waste reduction.
• Increased shareholder value through en-
hanced reliability and process efficiency.
PLANNING FOR SUCCESSRegardless of the chosen CBM technology,
having a plan in place before the implemen-
tation of the new tool is critical for success.
In many cases, the organization’s culture is
the biggest hurdle to overcome. There are
many models to help with a change man-
agement initiative; Kotter’s 8-Step Process
for Leading Change is one of the best:
1. One must prepare for the change. In this
phase, there must be a sense of emergen-
cy that links the change to the organiza-
In almost all cases,
the sustainable and
successful CBM
programs I have seen
were started by
people who weren’t
afraid to step up and
take a stand against
outdated reactive
programs.
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Technology Report: PdM/RxM 13
tion’s long-term goals and enlists leaders
who support the change.
2. Second, a guiding coalition is created
with leaders who will let the team know
what is expected and how others can be
coached to lead the charge.
3. Third, leaders develop a vision of the
change to engage those who will be af-
fected by it.
4. Change is managed by communicating
the vision for buy-in, which helps ensure
that the change is stabilized. At this
point, the team should begin to look for
signs of resistance and then coach and
reinforce as needed.
5. Empowered leaders utilize broad-based
actions, which make it possible for
people to adopt the change, removing
organizational obstacles such as struc-
ture, KPIs, and reporting processes that
are inconsistent with the change.
6. Momentum-building phase, wherein
short-term wins are generated and cel-
ebrated. This increases the probability
that others will adopt the change.
7. Leaders reinforce the change. It’s im-
portant to keep the message alive,
monitor the progress of the change, and
have discussions to keep people from
reverting back to old habits.
8. Finally, the change is incorporated
into the culture of the organization. In
this step, leaders and managers have
the change embedded within policies,
procedures, audit processes, and com-
munications.
Planning for success may also include
a benchmarking visit to a sister site that
already has a relevant CBM program in
place. Additionally, the chosen person-
nel should be properly trained. When
considering an investment in a new CBM
tool, the training cost is usually minimal
compared with the overall cost of the tool.
When budgeting for costs, formal train-
ing should be included if the users are to
get the most out of the tool and have the
right understanding of how to use it.
Additional best practice information for
CBM programs can also be found in indus-
try resources such as the Society for Main-
tenance & Reliability Professionals’ (SMRP)
Best Practices Metrics. This reference
material is available to members of SMRP
at no additional cost. It is compiled from a
wealth of knowledge from industry prac-
titioners. One of the referenced metrics
that is directly related to CBM programs is
maintenance training return on investment,
which is a measure used to determine the
ROI of training maintenance employees.
Tracking this metric will help stakehold-
ers gain information necessary for making
improvements to the facility’s maintenance
and reliability program. Another metric of
importance is the percent of corrective
work from the CBM findings. The SMRP
Best Practices Metrics suggests that at the
world-class level, the share of corrective
work from CBM findings should be greater
than 35%.
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Technology Report: PdM/RxM 14
SUSTAINING THE EFFORTMaking the transition from reactive main-
tenance to a more proactive strategy
is a big change. To do it, the organiza-
tion must change what it values most.
In a reactive environment, “firefighting”
maintenance is valued, but in a proactive
environment, the strategy should focus on
preventing the fires from ever sparking.
When focus is placed on how the orga-
nization can prevent failures from hap-
pening, the culture begins to shift from
reactive to proactive. There will always be
some reactive problems, but being able to
minimize reactive work will allow for more
time for productive PMs, better planning
and scheduling, increased equipment up-
time, and an increase in overall equipment
effectiveness (OEE).
For all of this to take place, the people in-
volved must be engaged, informed, trained,
and supported. They should have clearly
communicated goals and expectations. Also,
stakeholders in the new CBM strategy should
have a sense of ownership in the program
and understand why their roles are important.
Effective use of condition monitoring tools
can help forewarn maintenance leaders about
potential issues before they become problems
that must be addressed reactively. With some
initial planning and thought, effective change
management, and guidance from industry re-
sources such as SMRP’s Best Practice Metrics,
the CBM program will have a better chance of
being successful and sustainable.
Adrian Messer, CMRP, is manager of U.S. operations
at UE Systems (www.uesystems.com). Contact him at
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Technology Report: PdM/RxM 15
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