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17 - 1© 2011 Pearson Education, Inc. publishing as Prentice Hall
17 Maintenance and
Reliability
PowerPoint presentation to accompany
Heizer and Render
Operations Management, 10e
Principles of Operations Management, 8e
PowerPoint slides by Jeff Heyl
Additional content from Gerry Cook
17 - 2© 2011 Pearson Education, Inc. publishing as Prentice Hall
Outline
 Global Company Profile: Orlando
Utilities Commission
 The Strategic Importance of
Maintenance and Reliability
 Reliability
 Improving Individual Components
 Providing Redundancy
17 - 3© 2011 Pearson Education, Inc. publishing as Prentice Hall
Outline – Continued
 Maintenance
 Implementing Preventive
Maintenance
 Increasing Repair Capabilities
 Autonomous Maintenance
 Total Productive Maintenance
 Techniques for Enhancing
Maintenance
17 - 4© 2011 Pearson Education, Inc. publishing as Prentice Hall
Learning Objectives
When you complete this chapter you
should be able to:
1. Describe how to improve system
reliability
2. Determine system reliability
3. Determine mean time between failure
(MTBF)
17 - 5© 2011 Pearson Education, Inc. publishing as Prentice Hall
Learning Objectives
When you complete this chapter you
should be able to:
4. Distinguish between preventive and
breakdown maintenance
5. Describe how to improve maintenance
6. Compare preventive and breakdown
maintenance costs
7. Define autonomous maintenance
17 - 6© 2011 Pearson Education, Inc. publishing as Prentice Hall
Orlando Utilities
Commission
 Maintenance of power generating plants
 Every year each plant is taken off-line
for 1-3 weeks maintenance
 Every three years each plant is taken
off-line for 6-8 weeks for complete
overhaul and turbine inspection
 Each overhaul has 1,800 tasks and
requires 72,000 labor hours
 OUC performs over 12,000 maintenance
tasks each year
17 - 7© 2011 Pearson Education, Inc. publishing as Prentice Hall
Orlando Utilities
Commission
 Every day a plant is down costs OUC
$110,000
 Unexpected outages cost between
$350,000 and $600,000 per day
 Preventive maintenance discovered a
cracked rotor blade which could have
destroyed a $27 million piece of
equipment
17 - 8© 2011 Pearson Education, Inc. publishing as Prentice Hall
Strategic Importance of
Maintenance and Reliability
The objective of maintenance and
reliability is to maintain the
capability of the system
17 - 9© 2011 Pearson Education, Inc. publishing as Prentice Hall
Strategic Importance of
Maintenance and Reliability
 Failure has far reaching effects on a firm’s
 Operation
 Reputation
 Profitability
 Dissatisfied customers
 Idle employees
 Profits becoming losses
 Reduced value of investment in plant and
equipment
17 - 10© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance and Reliability
 Maintenance is all activities involved
in keeping a system’s equipment in
working order
 Reliability is the probability that a
machine will function properly for a
specified time
17 - 11© 2011 Pearson Education, Inc. publishing as Prentice Hall
Important Tactics
 Reliability
 Improving individual components
 Providing redundancy
 Maintenance
 Implementing or improving
preventive maintenance
 Increasing repair capability or speed
17 - 12© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Management
Employee Involvement
Partnering with
maintenance personnel
Skill training
Reward system
Employee empowerment
Maintenance and Reliability
Procedures
Clean and lubricate
Monitor and adjust
Make minor repair
Keep computerized records
Results
Reduced inventory
Improved quality
Improved capacity
Reputation for quality
Continuous improvement
Reduced variability
Figure 17.1
17 - 13© 2011 Pearson Education, Inc. publishing as Prentice Hall
Reliability
Improving individual components
Rs = R1 x R2 x R3 x … x Rn
where R1 = reliability of component 1
R2 = reliability of component 2
and so on
17 - 14© 2011 Pearson Education, Inc. publishing as Prentice Hall
Overall System Reliability
Reliabilityofthesystem(percent)
Average reliability of each component (percent)
| | | | | | | | |
100 99 98 97 96
100 –
80 –
60 –
40 –
20 –
0 –
Figure 17.2
17 - 15© 2011 Pearson Education, Inc. publishing as Prentice Hall
Rs
R3
.99
R2
.80
Reliability Example
R1
.90
Reliability of the process is
Rs = R1 x R2 x R3 = .90 x .80 x .99 = .713 or 71.3%
17 - 16© 2011 Pearson Education, Inc. publishing as Prentice Hall
Product Failure Rate (FR)
Basic unit of measure for reliability
FR(%) = x 100%
Number of failures
Number of units tested
FR(N) =
Number of failures
Number of unit-hours of operating time
Mean time between failures
MTBF =
1
FR(N)
17 - 17© 2011 Pearson Education, Inc. publishing as Prentice Hall
Failure Rate Example
20 air conditioning units designed for use in
NASA space shuttles operated for 1,000 hours
One failed after 200 hours and one after 600 hours
FR(%) = (100%) = 10%
2
20
FR(N) = = .000106 failure/unit hr
2
20,000 - 1,200
MTBF = = 9,434 hrs
1
.000106
17 - 18© 2011 Pearson Education, Inc. publishing as Prentice Hall
Failure Rate Example
20 air conditioning units designed for use in
NASA space shuttles operated for 1,000 hours
One failed after 200 hours and one after 600 hours
FR(%) = (100%) = 10%
2
20
FR(N) = = .000106 failure/unit hr
2
20,000 - 1,200
MTBF = = 9,434 hrs
1
.000106
Failure rate per trip
FR = FR(N)(24 hrs)(6 days/trip)
FR = (.000106)(24)(6)
FR = .153 failures per trip
17 - 19© 2011 Pearson Education, Inc. publishing as Prentice Hall
Providing Redundancy
Provide backup components to
increase reliability
+ x
Probability
of first
component
working
Probability
of needing
second
component
Probability
of second
component
working
(.8) + (.8) x (1 - .8)
= .8 + .16 = .96
17 - 20© 2011 Pearson Education, Inc. publishing as Prentice Hall
Redundancy Example
A redundant process is installed to support
the earlier example where Rs = .713
R1
0.90
0.90
R2
0.80
0.80
R3
0.99
= [.9 + .9(1 - .9)] x [.8 + .8(1 - .8)] x .99
= [.9 + (.9)(.1)] x [.8 + (.8)(.2)] x .99
= .99 x .96 x .99 = .94
Reliability has
increased from
.713 to .94
17 - 21© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance
 Two types of maintenance
 Preventive maintenance –
routine inspection and servicing
to keep facilities in good repair
 Breakdown maintenance –
emergency or priority repairs on
failed equipment
17 - 22© 2011 Pearson Education, Inc. publishing as Prentice Hall
Implementing Preventive
Maintenance
 Need to know when a system requires
service or is likely to fail
 High initial failure rates are known as
infant mortality
 Once a product settles in, MTBF
generally follows a normal distribution
 Good reporting and record keeping can
aid the decision on when preventive
maintenance should be performed
17 - 23© 2011 Pearson Education, Inc. publishing as Prentice Hall
Computerized Maintenance
System
Figure 17.3
Output Reports
Inventory and
purchasing reports
Equipment
parts list
Equipment
history reports
Cost analysis
(Actual vs. standard)
Work orders
– Preventive
maintenance
– Scheduled
downtime
– Emergency
maintenance
Data Files
Personnel data
with skills,
wages, etc.
Equipment file
with parts list
Maintenance
and work order
schedule
Inventory of
spare parts
Repair
history file
17 - 24© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Costs
 The traditional view attempted to
balance preventive and breakdown
maintenance costs
 Typically this approach failed to
consider the true total cost of
breakdowns
 Inventory
 Employee morale
 Schedule unreliability
17 - 25© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Costs
Figure 17.4 (a)
Total
costs
Breakdown
maintenance
costs
Costs
Maintenance commitment
Traditional View
Preventive
maintenance
costs
Optimal point (lowest
cost maintenance policy)
17 - 26© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Costs
Figure 17.4 (b)
Costs
Maintenance commitment
Full Cost View
Optimal point (lowest
cost maintenance policy)
Total
costs
Full cost of
breakdowns
Preventive
maintenance
costs
17 - 27© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Cost Example
Should the firm contract for maintenance
on their printers?
Number of
Breakdowns
Number of Months That
Breakdowns Occurred
0 2
1 8
2 6
3 4
Total : 20
Average cost of breakdown = $300
17 - 28© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Cost Example
1. Compute the expected number of
breakdowns
Number of
Breakdowns
Frequency Number of
Breakdowns
Frequency
0 2/20 = .1 2 6/20 = .3
1 8/20 = .4 3 4/20 = .2
∑ Number of
breakdowns
Expected number
of breakdowns
Corresponding
frequency= x
= (0)(.1) + (1)(.4) + (2)(.3) + (3)(.2)
= 1.6 breakdowns per month
17 - 29© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Cost Example
2. Compute the expected breakdown cost per
month with no preventive maintenance
Expected
breakdown cost
Expected number
of breakdowns
Cost per
breakdown= x
= (1.6)($300)
= $480 per month
17 - 30© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Cost Example
3. Compute the cost of preventive
maintenance
Preventive
maintenance cost
Cost of expected
breakdowns if service
contract signed
Cost of
service contract
=
+
= (1 breakdown/month)($300) + $150/month
= $450 per month
Hire the service firm; it is less expensive
17 - 31© 2011 Pearson Education, Inc. publishing as Prentice Hall
Increasing Repair
Capabilities
1. Well-trained personnel
2. Adequate resources
3. Ability to establish repair plan and
priorities
4. Ability and authority to do material
planning
5. Ability to identify the cause of
breakdowns
6. Ability to design ways to extend MTBF
17 - 32© 2011 Pearson Education, Inc. publishing as Prentice Hall
How Maintenance is
Performed
Figure 17.5
Operator
(autonomous
maintenance)
Maintenance
department
Manufacturer’s
field service
Depot service
(return equipment)
Increasing Operator Ownership Increasing Complexity
Preventive
maintenance costs less and
is faster the more we move to the left
Competence is higher as we
move to the right
17 - 33© 2011 Pearson Education, Inc. publishing as Prentice Hall
Autonomous Maintenance
 Employees accept responsibility for
 Observe
 Check
 Adjust
 Clean
 Notify
 Predict failures, prevent
breakdowns, prolong equipment life
17 - 34© 2011 Pearson Education, Inc. publishing as Prentice Hall
Total Productive
Maintenance (TPM)
 Designing machines that are
reliable, easy to operate, and easy
to maintain
 Emphasizing total cost of
ownership when purchasing
machines, so that service and
maintenance are included in the
cost
17 - 35© 2011 Pearson Education, Inc. publishing as Prentice Hall
Total Productive
Maintenance (TPM)
 Developing preventive
maintenance plans that utilize the
best practices of operators,
maintenance departments, and
depot service
 Training for autonomous
maintenance so operators maintain
their own machines and partner
with maintenance personnel
17 - 36© 2011 Pearson Education, Inc. publishing as Prentice Hall
Techniques for Enhancing
Maintenance
 Simulation
 Computer analysis of complex
situations
 Model maintenance programs
before they are implemented
 Physical models can also be used
17 - 37© 2011 Pearson Education, Inc. publishing as Prentice Hall
Techniques for Enhancing
Maintenance
 Expert systems
 Computers help users identify
problems and select course of action
 Automated sensors
 Warn when production machinery is
about to fail or is becoming damaged
 The goals are to avoid failures and
perform preventive maintenance
before machines are damaged
17 - 38© 2011 Pearson Education, Inc. publishing as Prentice Hall
More on Maintenance –
 A simple redundancy formula
 Problems with breakdown and preventive
maintenance
 Predictive maintenance
 Predictive maintenance tools
 Maintenance strategy implementation
 Effective reliability
Supplemental Material
17 - 39© 2011 Pearson Education, Inc. publishing as Prentice Hall
Providing Redundancy –
An Alternate Formula
P(failing) = 1- P(not failing) = 1 - 0.8 = .2
 The reliability of one pump =
The probability of one pump not failing = 0.8
P(failure of both pumps) =
P(failure) pump #1 x P(failure) pump #2
P(failure of both pumps) = 0.2 x 0.2 = .04
P(at least one pump working) =
1.0 - .04 = .96
 If there are two pumps with the
same probability of not failing
17 - 40© 2011 Pearson Education, Inc. publishing as Prentice Hall
Problems With Breakdown
Maintenance
 “Run it till it breaks”
 Might be ok for low criticality
equipment or redundant systems
 Could be disastrous for mission-
critical plant machinery or
equipment
 Not permissible for systems that
could imperil life or limb (like
aircraft)
17 - 41© 2011 Pearson Education, Inc. publishing as Prentice Hall
Problems With Preventive
Maintenance
 “Fix it whether or not it is broken”
 Scheduled replacement or
adjustment of parts/equipment with
a well-established service life
 Typical example – plant relamping
 Sometimes misapplied
 Replacing old but still good bearings
 Over-tightening electrical lugs in
switchgear
17 - 42© 2011 Pearson Education, Inc. publishing as Prentice Hall
Another Maintenance Strategy
 Predictive maintenance – Using
advanced technology to monitor
equipment and predict failures
 Using technology to detect and predict
imminent equipment failure
 Visual inspection and/or scheduled
measurements of vibration, temperature,
oil and water quality
 Measurements are compared to a
“healthy” baseline
 Equipment that is trending towards failure
can be scheduled for repair
17 - 43© 2011 Pearson Education, Inc. publishing as Prentice Hall
Predictive Maintenance
Tools
 Vibration analysis
 Infrared Thermography
 Oil and Water Analysis
 Other Tools:
 Ultrasonic testing
 Liquid Penetrant Dye testing
 Shock Pulse Measurement (SPM)
17 - 44© 2011 Pearson Education, Inc. publishing as Prentice Hall
Predictive Maintenance
Vibration Analysis
 Using sensitive transducers and
instruments to detect and analyze
vibration
 Typically used on expensive, mission-
critical equipment–large turbines,
motors, engines or gearboxes
 Sophisticated frequency (FFT) analysis
can pinpoint the exact moving part that
is worn or defective
 Can utilize a monitoring service
17 - 45© 2011 Pearson Education, Inc. publishing as Prentice Hall
Predictive Maintenance
Infrared (IR) Thermography
 Using IR cameras to look for
temperature “hot spots” on equipment
 Typically used to check electrical
equipment for wiring problems or
poor/loose connections
 Can also be used to look for “cold (wet)
spots” when inspecting roofs for leaks
 High quality IR cameras are expensive –
most pay for IR thermography services
17 - 46© 2011 Pearson Education, Inc. publishing as Prentice Hall
Predictive Maintenance
Oil and Water Analysis
 Taking oil samples from large
gearboxes, compressors or turbines for
chemical and particle analysis
 Particle size can indicate abnormal
wear
 Taking cooling water samples for
analysis – can detect excessive rust,
acidity, or microbiological fouling
 Services usually provided by oil
vendors and water treatment companies
17 - 47© 2011 Pearson Education, Inc. publishing as Prentice Hall
Predictive Maintenance
Other Tools and Techniques
 Ultrasonic and dye testing – used to
find stress cracks in tubes, turbine
blades and load bearing structures
 Ultrasonic waves sent through metal
 Surface coated with red dye, then
cleaned off, dye shows cracks
 Shock-pulse testing – a specialized
form of vibration analysis used to detect
flaws in ball or roller bearings at high
frequency (32kHz)
17 - 48© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Strategy
Comparison
Maintenance
Strategy Advantages Disadvantages
Resources/
Technology
Required
Application
Example
Breakdown No prior
work
required
Disruption of
production,
injury or death
May need
labor/parts
at odd
hours
Office copier
Preventive Work can
be
scheduled
Labor cost,
may replace
healthy
components
Need to
obtain
labor/parts
for repairs
Plant
relamping,
Machine
lubrication
Predictive Impending
failures can
be detected
& work
scheduled
Labor costs,
costs for
detection
equipment and
services
Vibration, IR
analysis
equipment
or
purchased
services
Vibration
and oil
analysis of a
large
gearbox
17 - 49© 2011 Pearson Education, Inc. publishing as Prentice Hall
Maintenance Strategy
Implementation
Breakdown
Preventive
Predictive
1 2 3 4 5 6 7 8 9 10
Year
100%
80%
60%
40%
20%
0%
Percentage of Maintenance Time by Strategy
17 - 50© 2011 Pearson Education, Inc. publishing as Prentice Hall
Is Predictive Maintenance
Cost Effective?
 In most industries the average rate of
return is 7:1 to 35:1 for each predictive
maintenance dollar spent
 Vibration analysis, IR thermography and
oil/water analysis are all economically
proven technologies
 The real savings is the avoidance of
manufacturing downtime – especially
crucial in JIT
17 - 51© 2011 Pearson Education, Inc. publishing as Prentice Hall
Predictive Maintenance and
Effective Reliability
 Effective Reliability (Reff) is an extension
of Reliability that includes the probability
of failure times the probability of not
detecting imminent failure
 Having the ability to detect imminent
failures allows us to plan maintenance
for the component in failure mode, thus
avoiding the cost of an unplanned
breakdown
Reff = 1 – (P(failure) x P(not detecting failure))
17 - 52© 2011 Pearson Education, Inc. publishing as Prentice Hall
How Predictive Maintenance
Improves Effective Reliability
 Example: a large gearbox with a reliability
of .90 has vibration transducers installed
for vibration monitoring. The probability of
early detection of a failure is .70. What is
the effective reliability of the gearbox?
Reff = 1 – (P(failure) x P(not detecting failure))
Reff = 1 – (.10 x .30) = 1 - .03 = .97
 Vibration monitoring has increased the
effective reliability from .90 to .97!
17 - 53© 2011 Pearson Education, Inc. publishing as Prentice Hall
Effective Reliability Caveats
 Predictive maintenance only
increases effective reliability if:
 You select the method that can detect
the most likely failure mode
 You monitor frequently enough to have
high likelihood of detecting a change in
component behavior before failure
 Timely action is taken to fix the issue
and forestall the failure (in other words
you don’t ignore the warning!)
17 - 54© 2011 Pearson Education, Inc. publishing as Prentice Hall
Increasing Repair
Capabilities
1. Well-trained personnel
2. Adequate resources
3. Proper application of the three
maintenance strategies
4. Continual improvement to improve
equipment/system reliability
17 - 55© 2011 Pearson Education, Inc. publishing as Prentice Hall
All rights reserved. No part of this publication may be reproduced, stored in a retrieval
system, or transmitted, in any form or by any means, electronic, mechanical, photocopying,
recording, or otherwise, without the prior written permission of the publisher.
Printed in the United States of America.

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Heizer om10 ch17

  • 1. 17 - 1© 2011 Pearson Education, Inc. publishing as Prentice Hall 17 Maintenance and Reliability PowerPoint presentation to accompany Heizer and Render Operations Management, 10e Principles of Operations Management, 8e PowerPoint slides by Jeff Heyl Additional content from Gerry Cook
  • 2. 17 - 2© 2011 Pearson Education, Inc. publishing as Prentice Hall Outline  Global Company Profile: Orlando Utilities Commission  The Strategic Importance of Maintenance and Reliability  Reliability  Improving Individual Components  Providing Redundancy
  • 3. 17 - 3© 2011 Pearson Education, Inc. publishing as Prentice Hall Outline – Continued  Maintenance  Implementing Preventive Maintenance  Increasing Repair Capabilities  Autonomous Maintenance  Total Productive Maintenance  Techniques for Enhancing Maintenance
  • 4. 17 - 4© 2011 Pearson Education, Inc. publishing as Prentice Hall Learning Objectives When you complete this chapter you should be able to: 1. Describe how to improve system reliability 2. Determine system reliability 3. Determine mean time between failure (MTBF)
  • 5. 17 - 5© 2011 Pearson Education, Inc. publishing as Prentice Hall Learning Objectives When you complete this chapter you should be able to: 4. Distinguish between preventive and breakdown maintenance 5. Describe how to improve maintenance 6. Compare preventive and breakdown maintenance costs 7. Define autonomous maintenance
  • 6. 17 - 6© 2011 Pearson Education, Inc. publishing as Prentice Hall Orlando Utilities Commission  Maintenance of power generating plants  Every year each plant is taken off-line for 1-3 weeks maintenance  Every three years each plant is taken off-line for 6-8 weeks for complete overhaul and turbine inspection  Each overhaul has 1,800 tasks and requires 72,000 labor hours  OUC performs over 12,000 maintenance tasks each year
  • 7. 17 - 7© 2011 Pearson Education, Inc. publishing as Prentice Hall Orlando Utilities Commission  Every day a plant is down costs OUC $110,000  Unexpected outages cost between $350,000 and $600,000 per day  Preventive maintenance discovered a cracked rotor blade which could have destroyed a $27 million piece of equipment
  • 8. 17 - 8© 2011 Pearson Education, Inc. publishing as Prentice Hall Strategic Importance of Maintenance and Reliability The objective of maintenance and reliability is to maintain the capability of the system
  • 9. 17 - 9© 2011 Pearson Education, Inc. publishing as Prentice Hall Strategic Importance of Maintenance and Reliability  Failure has far reaching effects on a firm’s  Operation  Reputation  Profitability  Dissatisfied customers  Idle employees  Profits becoming losses  Reduced value of investment in plant and equipment
  • 10. 17 - 10© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance and Reliability  Maintenance is all activities involved in keeping a system’s equipment in working order  Reliability is the probability that a machine will function properly for a specified time
  • 11. 17 - 11© 2011 Pearson Education, Inc. publishing as Prentice Hall Important Tactics  Reliability  Improving individual components  Providing redundancy  Maintenance  Implementing or improving preventive maintenance  Increasing repair capability or speed
  • 12. 17 - 12© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Management Employee Involvement Partnering with maintenance personnel Skill training Reward system Employee empowerment Maintenance and Reliability Procedures Clean and lubricate Monitor and adjust Make minor repair Keep computerized records Results Reduced inventory Improved quality Improved capacity Reputation for quality Continuous improvement Reduced variability Figure 17.1
  • 13. 17 - 13© 2011 Pearson Education, Inc. publishing as Prentice Hall Reliability Improving individual components Rs = R1 x R2 x R3 x … x Rn where R1 = reliability of component 1 R2 = reliability of component 2 and so on
  • 14. 17 - 14© 2011 Pearson Education, Inc. publishing as Prentice Hall Overall System Reliability Reliabilityofthesystem(percent) Average reliability of each component (percent) | | | | | | | | | 100 99 98 97 96 100 – 80 – 60 – 40 – 20 – 0 – Figure 17.2
  • 15. 17 - 15© 2011 Pearson Education, Inc. publishing as Prentice Hall Rs R3 .99 R2 .80 Reliability Example R1 .90 Reliability of the process is Rs = R1 x R2 x R3 = .90 x .80 x .99 = .713 or 71.3%
  • 16. 17 - 16© 2011 Pearson Education, Inc. publishing as Prentice Hall Product Failure Rate (FR) Basic unit of measure for reliability FR(%) = x 100% Number of failures Number of units tested FR(N) = Number of failures Number of unit-hours of operating time Mean time between failures MTBF = 1 FR(N)
  • 17. 17 - 17© 2011 Pearson Education, Inc. publishing as Prentice Hall Failure Rate Example 20 air conditioning units designed for use in NASA space shuttles operated for 1,000 hours One failed after 200 hours and one after 600 hours FR(%) = (100%) = 10% 2 20 FR(N) = = .000106 failure/unit hr 2 20,000 - 1,200 MTBF = = 9,434 hrs 1 .000106
  • 18. 17 - 18© 2011 Pearson Education, Inc. publishing as Prentice Hall Failure Rate Example 20 air conditioning units designed for use in NASA space shuttles operated for 1,000 hours One failed after 200 hours and one after 600 hours FR(%) = (100%) = 10% 2 20 FR(N) = = .000106 failure/unit hr 2 20,000 - 1,200 MTBF = = 9,434 hrs 1 .000106 Failure rate per trip FR = FR(N)(24 hrs)(6 days/trip) FR = (.000106)(24)(6) FR = .153 failures per trip
  • 19. 17 - 19© 2011 Pearson Education, Inc. publishing as Prentice Hall Providing Redundancy Provide backup components to increase reliability + x Probability of first component working Probability of needing second component Probability of second component working (.8) + (.8) x (1 - .8) = .8 + .16 = .96
  • 20. 17 - 20© 2011 Pearson Education, Inc. publishing as Prentice Hall Redundancy Example A redundant process is installed to support the earlier example where Rs = .713 R1 0.90 0.90 R2 0.80 0.80 R3 0.99 = [.9 + .9(1 - .9)] x [.8 + .8(1 - .8)] x .99 = [.9 + (.9)(.1)] x [.8 + (.8)(.2)] x .99 = .99 x .96 x .99 = .94 Reliability has increased from .713 to .94
  • 21. 17 - 21© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance  Two types of maintenance  Preventive maintenance – routine inspection and servicing to keep facilities in good repair  Breakdown maintenance – emergency or priority repairs on failed equipment
  • 22. 17 - 22© 2011 Pearson Education, Inc. publishing as Prentice Hall Implementing Preventive Maintenance  Need to know when a system requires service or is likely to fail  High initial failure rates are known as infant mortality  Once a product settles in, MTBF generally follows a normal distribution  Good reporting and record keeping can aid the decision on when preventive maintenance should be performed
  • 23. 17 - 23© 2011 Pearson Education, Inc. publishing as Prentice Hall Computerized Maintenance System Figure 17.3 Output Reports Inventory and purchasing reports Equipment parts list Equipment history reports Cost analysis (Actual vs. standard) Work orders – Preventive maintenance – Scheduled downtime – Emergency maintenance Data Files Personnel data with skills, wages, etc. Equipment file with parts list Maintenance and work order schedule Inventory of spare parts Repair history file
  • 24. 17 - 24© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Costs  The traditional view attempted to balance preventive and breakdown maintenance costs  Typically this approach failed to consider the true total cost of breakdowns  Inventory  Employee morale  Schedule unreliability
  • 25. 17 - 25© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Costs Figure 17.4 (a) Total costs Breakdown maintenance costs Costs Maintenance commitment Traditional View Preventive maintenance costs Optimal point (lowest cost maintenance policy)
  • 26. 17 - 26© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Costs Figure 17.4 (b) Costs Maintenance commitment Full Cost View Optimal point (lowest cost maintenance policy) Total costs Full cost of breakdowns Preventive maintenance costs
  • 27. 17 - 27© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Cost Example Should the firm contract for maintenance on their printers? Number of Breakdowns Number of Months That Breakdowns Occurred 0 2 1 8 2 6 3 4 Total : 20 Average cost of breakdown = $300
  • 28. 17 - 28© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Cost Example 1. Compute the expected number of breakdowns Number of Breakdowns Frequency Number of Breakdowns Frequency 0 2/20 = .1 2 6/20 = .3 1 8/20 = .4 3 4/20 = .2 ∑ Number of breakdowns Expected number of breakdowns Corresponding frequency= x = (0)(.1) + (1)(.4) + (2)(.3) + (3)(.2) = 1.6 breakdowns per month
  • 29. 17 - 29© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Cost Example 2. Compute the expected breakdown cost per month with no preventive maintenance Expected breakdown cost Expected number of breakdowns Cost per breakdown= x = (1.6)($300) = $480 per month
  • 30. 17 - 30© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Cost Example 3. Compute the cost of preventive maintenance Preventive maintenance cost Cost of expected breakdowns if service contract signed Cost of service contract = + = (1 breakdown/month)($300) + $150/month = $450 per month Hire the service firm; it is less expensive
  • 31. 17 - 31© 2011 Pearson Education, Inc. publishing as Prentice Hall Increasing Repair Capabilities 1. Well-trained personnel 2. Adequate resources 3. Ability to establish repair plan and priorities 4. Ability and authority to do material planning 5. Ability to identify the cause of breakdowns 6. Ability to design ways to extend MTBF
  • 32. 17 - 32© 2011 Pearson Education, Inc. publishing as Prentice Hall How Maintenance is Performed Figure 17.5 Operator (autonomous maintenance) Maintenance department Manufacturer’s field service Depot service (return equipment) Increasing Operator Ownership Increasing Complexity Preventive maintenance costs less and is faster the more we move to the left Competence is higher as we move to the right
  • 33. 17 - 33© 2011 Pearson Education, Inc. publishing as Prentice Hall Autonomous Maintenance  Employees accept responsibility for  Observe  Check  Adjust  Clean  Notify  Predict failures, prevent breakdowns, prolong equipment life
  • 34. 17 - 34© 2011 Pearson Education, Inc. publishing as Prentice Hall Total Productive Maintenance (TPM)  Designing machines that are reliable, easy to operate, and easy to maintain  Emphasizing total cost of ownership when purchasing machines, so that service and maintenance are included in the cost
  • 35. 17 - 35© 2011 Pearson Education, Inc. publishing as Prentice Hall Total Productive Maintenance (TPM)  Developing preventive maintenance plans that utilize the best practices of operators, maintenance departments, and depot service  Training for autonomous maintenance so operators maintain their own machines and partner with maintenance personnel
  • 36. 17 - 36© 2011 Pearson Education, Inc. publishing as Prentice Hall Techniques for Enhancing Maintenance  Simulation  Computer analysis of complex situations  Model maintenance programs before they are implemented  Physical models can also be used
  • 37. 17 - 37© 2011 Pearson Education, Inc. publishing as Prentice Hall Techniques for Enhancing Maintenance  Expert systems  Computers help users identify problems and select course of action  Automated sensors  Warn when production machinery is about to fail or is becoming damaged  The goals are to avoid failures and perform preventive maintenance before machines are damaged
  • 38. 17 - 38© 2011 Pearson Education, Inc. publishing as Prentice Hall More on Maintenance –  A simple redundancy formula  Problems with breakdown and preventive maintenance  Predictive maintenance  Predictive maintenance tools  Maintenance strategy implementation  Effective reliability Supplemental Material
  • 39. 17 - 39© 2011 Pearson Education, Inc. publishing as Prentice Hall Providing Redundancy – An Alternate Formula P(failing) = 1- P(not failing) = 1 - 0.8 = .2  The reliability of one pump = The probability of one pump not failing = 0.8 P(failure of both pumps) = P(failure) pump #1 x P(failure) pump #2 P(failure of both pumps) = 0.2 x 0.2 = .04 P(at least one pump working) = 1.0 - .04 = .96  If there are two pumps with the same probability of not failing
  • 40. 17 - 40© 2011 Pearson Education, Inc. publishing as Prentice Hall Problems With Breakdown Maintenance  “Run it till it breaks”  Might be ok for low criticality equipment or redundant systems  Could be disastrous for mission- critical plant machinery or equipment  Not permissible for systems that could imperil life or limb (like aircraft)
  • 41. 17 - 41© 2011 Pearson Education, Inc. publishing as Prentice Hall Problems With Preventive Maintenance  “Fix it whether or not it is broken”  Scheduled replacement or adjustment of parts/equipment with a well-established service life  Typical example – plant relamping  Sometimes misapplied  Replacing old but still good bearings  Over-tightening electrical lugs in switchgear
  • 42. 17 - 42© 2011 Pearson Education, Inc. publishing as Prentice Hall Another Maintenance Strategy  Predictive maintenance – Using advanced technology to monitor equipment and predict failures  Using technology to detect and predict imminent equipment failure  Visual inspection and/or scheduled measurements of vibration, temperature, oil and water quality  Measurements are compared to a “healthy” baseline  Equipment that is trending towards failure can be scheduled for repair
  • 43. 17 - 43© 2011 Pearson Education, Inc. publishing as Prentice Hall Predictive Maintenance Tools  Vibration analysis  Infrared Thermography  Oil and Water Analysis  Other Tools:  Ultrasonic testing  Liquid Penetrant Dye testing  Shock Pulse Measurement (SPM)
  • 44. 17 - 44© 2011 Pearson Education, Inc. publishing as Prentice Hall Predictive Maintenance Vibration Analysis  Using sensitive transducers and instruments to detect and analyze vibration  Typically used on expensive, mission- critical equipment–large turbines, motors, engines or gearboxes  Sophisticated frequency (FFT) analysis can pinpoint the exact moving part that is worn or defective  Can utilize a monitoring service
  • 45. 17 - 45© 2011 Pearson Education, Inc. publishing as Prentice Hall Predictive Maintenance Infrared (IR) Thermography  Using IR cameras to look for temperature “hot spots” on equipment  Typically used to check electrical equipment for wiring problems or poor/loose connections  Can also be used to look for “cold (wet) spots” when inspecting roofs for leaks  High quality IR cameras are expensive – most pay for IR thermography services
  • 46. 17 - 46© 2011 Pearson Education, Inc. publishing as Prentice Hall Predictive Maintenance Oil and Water Analysis  Taking oil samples from large gearboxes, compressors or turbines for chemical and particle analysis  Particle size can indicate abnormal wear  Taking cooling water samples for analysis – can detect excessive rust, acidity, or microbiological fouling  Services usually provided by oil vendors and water treatment companies
  • 47. 17 - 47© 2011 Pearson Education, Inc. publishing as Prentice Hall Predictive Maintenance Other Tools and Techniques  Ultrasonic and dye testing – used to find stress cracks in tubes, turbine blades and load bearing structures  Ultrasonic waves sent through metal  Surface coated with red dye, then cleaned off, dye shows cracks  Shock-pulse testing – a specialized form of vibration analysis used to detect flaws in ball or roller bearings at high frequency (32kHz)
  • 48. 17 - 48© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Strategy Comparison Maintenance Strategy Advantages Disadvantages Resources/ Technology Required Application Example Breakdown No prior work required Disruption of production, injury or death May need labor/parts at odd hours Office copier Preventive Work can be scheduled Labor cost, may replace healthy components Need to obtain labor/parts for repairs Plant relamping, Machine lubrication Predictive Impending failures can be detected & work scheduled Labor costs, costs for detection equipment and services Vibration, IR analysis equipment or purchased services Vibration and oil analysis of a large gearbox
  • 49. 17 - 49© 2011 Pearson Education, Inc. publishing as Prentice Hall Maintenance Strategy Implementation Breakdown Preventive Predictive 1 2 3 4 5 6 7 8 9 10 Year 100% 80% 60% 40% 20% 0% Percentage of Maintenance Time by Strategy
  • 50. 17 - 50© 2011 Pearson Education, Inc. publishing as Prentice Hall Is Predictive Maintenance Cost Effective?  In most industries the average rate of return is 7:1 to 35:1 for each predictive maintenance dollar spent  Vibration analysis, IR thermography and oil/water analysis are all economically proven technologies  The real savings is the avoidance of manufacturing downtime – especially crucial in JIT
  • 51. 17 - 51© 2011 Pearson Education, Inc. publishing as Prentice Hall Predictive Maintenance and Effective Reliability  Effective Reliability (Reff) is an extension of Reliability that includes the probability of failure times the probability of not detecting imminent failure  Having the ability to detect imminent failures allows us to plan maintenance for the component in failure mode, thus avoiding the cost of an unplanned breakdown Reff = 1 – (P(failure) x P(not detecting failure))
  • 52. 17 - 52© 2011 Pearson Education, Inc. publishing as Prentice Hall How Predictive Maintenance Improves Effective Reliability  Example: a large gearbox with a reliability of .90 has vibration transducers installed for vibration monitoring. The probability of early detection of a failure is .70. What is the effective reliability of the gearbox? Reff = 1 – (P(failure) x P(not detecting failure)) Reff = 1 – (.10 x .30) = 1 - .03 = .97  Vibration monitoring has increased the effective reliability from .90 to .97!
  • 53. 17 - 53© 2011 Pearson Education, Inc. publishing as Prentice Hall Effective Reliability Caveats  Predictive maintenance only increases effective reliability if:  You select the method that can detect the most likely failure mode  You monitor frequently enough to have high likelihood of detecting a change in component behavior before failure  Timely action is taken to fix the issue and forestall the failure (in other words you don’t ignore the warning!)
  • 54. 17 - 54© 2011 Pearson Education, Inc. publishing as Prentice Hall Increasing Repair Capabilities 1. Well-trained personnel 2. Adequate resources 3. Proper application of the three maintenance strategies 4. Continual improvement to improve equipment/system reliability
  • 55. 17 - 55© 2011 Pearson Education, Inc. publishing as Prentice Hall All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the publisher. Printed in the United States of America.