Reliability & Life Testing Handbook, Volume 1

Chapter 6: The Exponential Distribution

6.1 EXPONENTIAL DISTRIBUTION CHARACTERISTICS

The exponential distribution is a very commonly used distribution in reliability and life testing, because it represents the times-to-failure distribution of components, equipment and systems exhibiting a constant failure rate characteristic with operating time. This chapter is an abbreviated version of Chapter 5 in [1], where extensive and detailed coverage of the exponential distribution is presented. The reader desiring more details should study Chapter 5 of [1]. Failures which result in a constant failure rate characteristic are called chance failures. Consequently, the times-to-failure distribution of chance failures is the exponential.

The single-parameter exponential pdf is

(6.1)

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 mean time 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, ?, for its application. Figure 6.1 illustrates Eq. (6.1).


Figure 6.1: Plot of the single-parameter exponential times-to-failure distribution.

The mean, T, is

(6.2)

the median, , is

(6.3)

the mode, , is

(6.4)

the standard deviation, ? T, is

(6.5)

the coefficient of skewness, ? 3, is

(6.6)

and the coefficient of kurtosis, ? 4, is

(6.7)

The two-parameter exponential pdf is

(6.8)

where ? is the location...

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