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.
Page 2: 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.

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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Page 3: 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.

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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Page 4: 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.

Definitions Experiment

Event

Event Space

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Page 5: 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.

What is an axiom?

2 of the 3 axioms

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Page 6: 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.

What is a random variable (RV)?

What is a PDF?

Math Definition

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Page 7: 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.

Normal Density

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pX(x)

x

2

2

1

2

1)(

x

X exp

Page 8: 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.

Uniform Density

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bxaab

xpX

,1

)(

a b

1/(b-a)

pX(x)

x

Page 9: 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.

Reliability (defn)

Failure Rate

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Page 10: 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.

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t

service lifetime / constant failure rateburn-in wear-out

electrical devices

mechanicaldevices

(t)

Page 11: 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.

See the book for derivation of R(t). If the failure rate is constant, then R(t) = ?

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Page 12: 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.

What factors influence the failure rate?

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Page 13: 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.

Low Frequency FET, Appendix C.

How would you find each of these?

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hours 10failures 6EQATb

Page 14: 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.

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VI = 0 or 5V

Vcc = 5V

RB = 10k

RC = 100

2N3904

VO = 5V or 0V

= VI VO

IC

IB

Page 15: 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.

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Junction, TJ

Case, TC

Ambient, TA

JC

CA

Page 16: 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.

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TJ

TC

TA

JC

CA

PD

Page 17: 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.

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Junction, TJ

Case, TC

Ambient, TA

JC

CSHeat Sink, TS

SA

thermalconductive

paste

Page 18: 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.

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TJ

TC

TA

JC

SA

CSTS

PD

Page 19: 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.

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TA, oC

slopes = -1JA mW/ oC

with heat sink

without heat sink

PD,max, mW

Page 20: 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 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

Page 21: 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.

Def’n (Series System) =

We model this as

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S1 S2 Sn

...

Page 22: 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.

Definition: Redundancy

Definition: Parallel System

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Page 23: 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.

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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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