Reliability Engineering Handbook, Volume 1

Chapter 5: The Exponential Distribution

5.1 EXPONENTIAL DISTRIBUTION CHARACTERISTICS

The exponential distribution is a very commonly used distribution in reliability engineering, because it represents both phenomenologically and empirically the time-to-failure distribution of components, equipments, and systems of complex nature with components of different and/or mixed life distributions, exhibiting a constant failure rate characteristic with operating time. Failures which result in a constant failure rate characteristic are called chance failures. Consequently, the time-to-failure distribution of chance failures is the exponential.

5.1.1 THE SINGLE-PARAMETER EXPONENTIAL DISTRIBUTION

The single-parameter exponential pdf is

(5.1)

where

?

=

constant failure rate, in failures per unit of measurement period, e.g., failures per hour, per million hours, per million cycles, per million miles, per million actuations, per million rounds, etc.,


,

m

=

mean time between failures, or to a failure,

e

?

2.718281828,

and

T

=

operating time, life, or age, in hours, cycles, miles, actuations, rounds, etc..

This distribution requires the knowledge of only one parameter, which is ?, for its application.

Figure 5.1 illustrates Eq. (5.1). Some of the specific characteristics of the single-parameter exponential pdf are the following:

  1. The location parameter is zero, signifying that the chance failures start to occur at age zero.

  2. The scale parameter is 1/ ?. As ? is decreased in value, the distribution is stretched out to the right, and as ? is increased, the distribution is pushed toward the origin.

  3. This distribution has no shape parameter as it has only one shape, i.e., the exponential, and...

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