Reliability Prediction

Reliability Prediction

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Traditionally, reliability predictions have been predominantly based on the results of a formal test program. While testing is a more than acceptable means of estimating a system’s performance in the field, it typically cannot be performed until a prototype can be constructed from a fairly mature design. Unfortunately, a significant amount of time and money have already been expended at this stage of development, and any changes to the design (to address a reliability shortfall) are typically quite costly.

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Product Description

The series name has a double meaning:
(1) the spelling of the name r-e-l-e-a-s-e indicates that the series is intended to “release“ the non-expert down the path to reliable products and
(2) the complementary terms “REL” with “ease”, implying the series goal of “reliability made easy.”

Of course, reliability success is seldom easy, requiring expertise and tailoring with tradeoffs addressing life-cycle costs and other issues, but we hope that the series will help those not familiar with reliability practices understand the basics.

While it is unlikely that the reader will become an instant expert in reliability by reading the RELease guides, it is likely that he/she will gain a better appreciation of the basic tools that lead to designing and building reliability into products and systems. The number of pages in each guide is intentionally limited to address only the basics, with comprehensive authoritative references listed for those wanting to know more. The initial set of guides will be continuously expanded in the future. Please let us know how the series can be improved to meet your needs in introducing reliability to the non-expert, or suggest other topics you would like to see developed.

Additional information

File Type:

PDF

Author:

Alex MacDiarmid

ISBN:

978-1-933904-58-0

Pages:

32

Publication Date:

December 2013

Table of Contents

1. What is a Reliability Prediction       2
2. Reliability Prediction Terminology       4
3. The Prediction Process       6
  3.1. Process Flow     6
  3.2. Required Inputs     7
  3.3. Alternative Methods     8
    3.3.1. Software Reliability Prediction   10
    3.3.2. Human Reliability Prediction   11
4. Performing a Reliability Prediction       12
  4.1. Part-Level Predictions     12
    4.1.1. Statistical Analysis of Part-Specific Failure Data   12
    4.1.2. PoF Modeling   14
    4.1.3. Surrogate Data   15
    4.1.4. Empirical Models   16
5. Prediction Examples       17
  5.1. Statistical Analysis Example     17
  5.2. Physics-based Prediction Example     20
  5.3. Surrogate Data Example     22
  5.4. Empirical Failure Model Example     24
  5.5. Stress-Strength Interference     27
  5.6. Failure Rate Summation Technique     29
  5.7. System Modeling Prediction     30
6. For More Information       31