How do you know how long your design is going to last? Is there any way we can predict how long it...
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Transcript of How do you know how long your design is going to last? Is there any way we can predict how long it...
![Page 1: How do you know how long your design is going to last? Is there any way we can predict how long it will work? Why do Reliability Engineers get paid.](https://reader035.fdocuments.us/reader035/viewer/2022070403/56649f2a5503460f94c440fa/html5/thumbnails/1.jpg)
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How do you know how long your design is going to last?
Is there any way we can predict how long it will work?
Why do Reliability Engineers get paid so much?
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By the end of this chapter, you should: Have a familiarity with the basic principles of probability
and understand how they apply to reliability theory. Understand the mathematical definition and meaning of
failure rate, reliability, and mean time to failure. Understand how to determine the reliability of a
component. Understand how to derate the power of electronic
components for use under different operating temperatures.
Understand how to determine the reliability of different system configurations.
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Definitions Experiment
Event
Event Space
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What is an axiom?
2 of the 3 axioms
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What is a random variable (RV)?
What is a PDF?
Math Definition
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Normal Density
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pX(x)
x
2
2
1
2
1)(
x
X exp
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Uniform Density
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bxaab
xpX
,1
)(
a b
1/(b-a)
pX(x)
x
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Reliability (defn)
Failure Rate
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t
service lifetime / constant failure rateburn-in wear-out
electrical devices
mechanicaldevices
(t)
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See the book for derivation of R(t). If the failure rate is constant, then R(t) = ?
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What factors influence the failure rate?
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Low Frequency FET, Appendix C.
How would you find each of these?
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hours 10failures 6EQATb
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VI = 0 or 5V
Vcc = 5V
RB = 10k
RC = 100
2N3904
VO = 5V or 0V
= VI VO
IC
IB
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Junction, TJ
Case, TC
Ambient, TA
JC
CA
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TJ
TC
TA
JC
CA
PD
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Junction, TJ
Case, TC
Ambient, TA
JC
CSHeat Sink, TS
SA
thermalconductive
paste
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TJ
TC
TA
JC
SA
CSTS
PD
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TA, oC
slopes = -1JA mW/ oC
with heat sink
without heat sink
PD,max, mW
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So far, we have only looked at a single device.
We are interested in collection of devices into a system!
For example
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VI = 0 or 5V
Vcc = 5V
RB = 10k
RC = 100
2N3904
VO = 5V or 0V
= VI VO
IC
IB
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Def’n (Series System) =
We model this as
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S1 S2 Sn
...
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Definition: Redundancy
Definition: Parallel System
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S1
S2
Sn
.
.
.
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S2
S3
S4
S1
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Probability Review◦ Random Variables
◦ PDFs and CDFs
◦ Mean and Variance
Reliability Estimation◦ Failure rate and the bathtub curve
◦ Reliability & MTTF
◦ Application to single components (MIL-SPEC)
System Reliability◦ Series systems
◦ Parallel systems
◦ Combination systems
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