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Reliability
SMJ 4812 Project Mgmt and Maintenance
Eng.
Definition of Reliability
“Probability that a system or product will
perform in a satisfactory manner for a given
period of time when used under specified
operating condition”
Reliability - 4 main elements
1. probability – numerical representation -
number of times that an event occurs
(success) divided by total number trials
2. Satisfactory performance – criteria
established which describe what is
considered to be satisfactory system
operation
3. Specifed time – measure against which degree
of system performance can be related - used to
predict probability of an item surviving without
failure for a designated period of time
4. Specified operating conditions expect a system
to function - environmental factors, humidity,
vibration, shock, temperature cycle, operational
profile, etc.
LIFE CYCLE CURVE
• typical life history curve for infinite no of
items – ‘bathtub curve
• comparison of failure rate with time
• 3 distinct phase – debugging , chance failure
and wear-out phase
Life Cycle Curve
Debugging (Infant mortality) Phase
• rapid decrease in failure rate
• Weibull distribution with shape parameter  <
1 is used to describe the occurrences of failure
• Usually covered by warranty period
Chance failure phase
• Constant failure rate – failure occur in random
manner
• Exponential and also Weibull with  =1 can be used
to describe this phase
Wear-out phase
• Sharp rise in failure rate – fatigue, corrosion (old age)
• Normal distribution is one that best describes this
phase
• Also can use Weibull with shape parameter  > 1
Maintainability
• Pertains to the ease, accuracy, safety and
economy in the performance of maintenance
actions
• Ability of an item to be maintained
• Maintainability is a design parameter,
maintenance is a result of design
Measures of Maintainability
MTBM – mean time between maintenance, include
preventive and corrective maintenance
MTBR – mean time between replacement, generate
spare part requirement
- mean active maintenance time
ct – mean corrective maintenance time or mean time
to repair
pt – mean preventive maintenance time
M
M
M
• Frequency of maintenance for a given time is
highly dependent on the reliability of that
item
• Reliability frequency of maintenance
• Unreliable system require extensive
maintenance
Reliability function [R(t)]
• R(t) = 1 – F(t)
• F(t) = probability of a system will fail by time
(t) = failure distribution function
Eg. If probability of failure F(t) is 20%, then
reliability at time t is
R(t) = 1 – 0.20 = 0.80 or 80%
Reliability at time (t)
• R(t) = e-t/
• e = 2.7183
•  = MTBF
 = failure rate
• So,
R(t) = e-t


1

Failure Rate ()
• Rate at which failure occur in a specified time
interval
• Can be expected in terms of failures per hour, % of
failure per 1,000 hours or failures per million hours
= number of failures
total operating hours
Example 1
• 10 components were tested. The components
(not repairable) failed as follows:
Component 1 failed after 75 ours
Component 2 failed after 125 hours
Component 3 failed after 130 hours
Component 4 failed after 325 hours
Component 5 failed after 525 hours
Determine the MTBF
Solution:
Five failures, operating time = 3805 hours
75
125
130
325
525
5 x 525
Solution
 = 5 / 3805 = 0.001314
Example 2
20.2 6.1 7.1 24.4 4.2 35.3 1.8 46.7
Operating time Down time
2.5
a) Determine the MTBF.
Solution:
Total operating time = 20.2 + 6.1 + 24.4 + 4.2 + 35.3 + 46.7
= 136.9 hours
The chart below shows operating time and breakdown time
of a machine.
Solution
 = 4 / 136.9 = 0.02922
Therefore;
 = MTBF = 1/  = 34.22 hours
b) What is the system reliability for a mission time of 20 hours?
R = e-t t = 20 hours
R= e-(0.02922)(20)
R = 55.74%
Reliability Component Relationship
• Application in series network, parallel and
combination of both
Series Network
• Most commonly used and the simplest to
analyze
A B C
Input Output
All components must operate if the system is to function
properly.
R = RA x RB x RC
* The more components in arranged in series network, the lesser the reliability
• If the series is expected to operate for a
specified time period, then
• Rs (t) =
t
n
e )
...
( 3
2
1 


 




Example
• Systems expected to operate for 1000 hours. It
consists of 4 subsystems in series, MTBFA = 6000
hours, MTBFB = 4500 hours, MTBFC = 10,500 hours,
MTBFD = 3200 hours. Determine overall reliability.
A = 1 /MTBFA = 1/6000 = 0.000167
B = 1/MTBFB = 1/4500 = 0.000222
C = 1/MTBFC = 1/10500 = 0.000095
D = 1/MTBFD = 1/3200 = 0.000313
Therefore; R = e-(0.000797)(1000) = 0.4507
Parallel Network
• A number of the same components must fail
order to cause total system failure
A
B
C
Example
• Consider two units A and B in parallel. The
systems fails only when A and B failed.
A
B
Fs(t) = Fa(t) Fb(t)
= [1-Ra(t)][1-Rb(t)]
= 1-Ra(t) Rb(t) + Ra(t) Rb(t)
Rs(t) = 1- Fs(t)
= Ra(t) + Rb(t) – Ra(t) Rb(t)
• If A and B are constant failure rate units, then:
• Ra(t) = Rb(t) =
t
a
e t
b
e 

And Rs(t) =
b
a
b
a
s dt
t
R



 





1
1
1
)
(
0
s = MTBF
Consider 3 components in parallel
• Rs = 1 – Fs
• Fa = 1- Ra Fb = 1- Rb Fc = 1- Rc
• Rs = 1 – (1-Ra)(1-Rb)(1-Rc)
• If components A, B and C are identical, then
the reliability,
Rs = 1 – (1 – R)3
• For a system with n identical components,
Rs=1- (1-R)n
A
B
C
Combined series parallel network
A
B
C
Rs = RA [RB+RC-RBRC]
Combined series parallel network
A
B
C
D
Rs = [1-(1-RA)(1-RB)][1-(1-RC)(1-RD)]
Combined series parallel network
A
B
C
D
E
F
Rs=[1-(1-RA)(1-RB)(1-RC)][RD] x [RE+RF-(RE)(RF)]
Combined series parallel network
• For combined series-parallel network, first
evaluate the parallel elements to obtain unit
reliability
• Overall system reliability is determined by
finding the product of all series reliability

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Reliability Engineering Fundamentals

  • 1. Reliability SMJ 4812 Project Mgmt and Maintenance Eng.
  • 2. Definition of Reliability “Probability that a system or product will perform in a satisfactory manner for a given period of time when used under specified operating condition”
  • 3. Reliability - 4 main elements 1. probability – numerical representation - number of times that an event occurs (success) divided by total number trials 2. Satisfactory performance – criteria established which describe what is considered to be satisfactory system operation
  • 4. 3. Specifed time – measure against which degree of system performance can be related - used to predict probability of an item surviving without failure for a designated period of time 4. Specified operating conditions expect a system to function - environmental factors, humidity, vibration, shock, temperature cycle, operational profile, etc.
  • 5. LIFE CYCLE CURVE • typical life history curve for infinite no of items – ‘bathtub curve • comparison of failure rate with time • 3 distinct phase – debugging , chance failure and wear-out phase
  • 7. Debugging (Infant mortality) Phase • rapid decrease in failure rate • Weibull distribution with shape parameter  < 1 is used to describe the occurrences of failure • Usually covered by warranty period
  • 8. Chance failure phase • Constant failure rate – failure occur in random manner • Exponential and also Weibull with  =1 can be used to describe this phase
  • 9. Wear-out phase • Sharp rise in failure rate – fatigue, corrosion (old age) • Normal distribution is one that best describes this phase • Also can use Weibull with shape parameter  > 1
  • 10. Maintainability • Pertains to the ease, accuracy, safety and economy in the performance of maintenance actions • Ability of an item to be maintained • Maintainability is a design parameter, maintenance is a result of design
  • 11. Measures of Maintainability MTBM – mean time between maintenance, include preventive and corrective maintenance MTBR – mean time between replacement, generate spare part requirement - mean active maintenance time ct – mean corrective maintenance time or mean time to repair pt – mean preventive maintenance time M M M
  • 12. • Frequency of maintenance for a given time is highly dependent on the reliability of that item • Reliability frequency of maintenance • Unreliable system require extensive maintenance
  • 13. Reliability function [R(t)] • R(t) = 1 – F(t) • F(t) = probability of a system will fail by time (t) = failure distribution function Eg. If probability of failure F(t) is 20%, then reliability at time t is R(t) = 1 – 0.20 = 0.80 or 80%
  • 14. Reliability at time (t) • R(t) = e-t/ • e = 2.7183 •  = MTBF  = failure rate • So, R(t) = e-t   1 
  • 15. Failure Rate () • Rate at which failure occur in a specified time interval • Can be expected in terms of failures per hour, % of failure per 1,000 hours or failures per million hours = number of failures total operating hours
  • 16. Example 1 • 10 components were tested. The components (not repairable) failed as follows: Component 1 failed after 75 ours Component 2 failed after 125 hours Component 3 failed after 130 hours Component 4 failed after 325 hours Component 5 failed after 525 hours
  • 17. Determine the MTBF Solution: Five failures, operating time = 3805 hours 75 125 130 325 525 5 x 525
  • 18. Solution  = 5 / 3805 = 0.001314
  • 19. Example 2 20.2 6.1 7.1 24.4 4.2 35.3 1.8 46.7 Operating time Down time 2.5 a) Determine the MTBF. Solution: Total operating time = 20.2 + 6.1 + 24.4 + 4.2 + 35.3 + 46.7 = 136.9 hours The chart below shows operating time and breakdown time of a machine.
  • 20. Solution  = 4 / 136.9 = 0.02922 Therefore;  = MTBF = 1/  = 34.22 hours b) What is the system reliability for a mission time of 20 hours? R = e-t t = 20 hours R= e-(0.02922)(20) R = 55.74%
  • 21. Reliability Component Relationship • Application in series network, parallel and combination of both
  • 22. Series Network • Most commonly used and the simplest to analyze A B C Input Output All components must operate if the system is to function properly. R = RA x RB x RC * The more components in arranged in series network, the lesser the reliability
  • 23. • If the series is expected to operate for a specified time period, then • Rs (t) = t n e ) ... ( 3 2 1         
  • 24. Example • Systems expected to operate for 1000 hours. It consists of 4 subsystems in series, MTBFA = 6000 hours, MTBFB = 4500 hours, MTBFC = 10,500 hours, MTBFD = 3200 hours. Determine overall reliability. A = 1 /MTBFA = 1/6000 = 0.000167 B = 1/MTBFB = 1/4500 = 0.000222 C = 1/MTBFC = 1/10500 = 0.000095 D = 1/MTBFD = 1/3200 = 0.000313 Therefore; R = e-(0.000797)(1000) = 0.4507
  • 25. Parallel Network • A number of the same components must fail order to cause total system failure A B C
  • 26. Example • Consider two units A and B in parallel. The systems fails only when A and B failed. A B Fs(t) = Fa(t) Fb(t) = [1-Ra(t)][1-Rb(t)] = 1-Ra(t) Rb(t) + Ra(t) Rb(t) Rs(t) = 1- Fs(t) = Ra(t) + Rb(t) – Ra(t) Rb(t)
  • 27. • If A and B are constant failure rate units, then: • Ra(t) = Rb(t) = t a e t b e   And Rs(t) = b a b a s dt t R           1 1 1 ) ( 0 s = MTBF
  • 28. Consider 3 components in parallel • Rs = 1 – Fs • Fa = 1- Ra Fb = 1- Rb Fc = 1- Rc • Rs = 1 – (1-Ra)(1-Rb)(1-Rc) • If components A, B and C are identical, then the reliability, Rs = 1 – (1 – R)3 • For a system with n identical components, Rs=1- (1-R)n A B C
  • 29. Combined series parallel network A B C Rs = RA [RB+RC-RBRC]
  • 30. Combined series parallel network A B C D Rs = [1-(1-RA)(1-RB)][1-(1-RC)(1-RD)]
  • 31. Combined series parallel network A B C D E F Rs=[1-(1-RA)(1-RB)(1-RC)][RD] x [RE+RF-(RE)(RF)]
  • 32. Combined series parallel network • For combined series-parallel network, first evaluate the parallel elements to obtain unit reliability • Overall system reliability is determined by finding the product of all series reliability