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This text covers the measurement and prediction of the reliability
behaviour of systems of physical items. The six techniques covered
are: probability theory; distributional statistics; Markov methods;
fault and event trees; theory of renewal processes; and directional
graph theory. This book relates all these methods to one another
and to their applications. The authors are engineers rather than
statisticians and take a practitioner's view of the degree of
rigour required to "prove" mathematical results. The aim is to make
each technique and its limitations clear to working engineers, and
every effort has been made to keep the mathematical explanations as
simple as possible. Nevertheless some prior knowledge of algebra,
calculus, probability and statistics is assumed, to about the level
usually reached in European courses for Bachelor's degrees in
engineering. The book should be useful to reliability, systems and
design engineers in industry as well as graduate students and
educators in all branches of engineering.
This book is about the measurement and prediction of the
reliability behaviour of systems of physical items. It is not
specifically concerned with human factors with safety analysis as
such, although some of the techniques discussed are adaptable to
these purposes. A machine or an electronic circuit exemplifies a
system. Each machine or circuit may also be treated as an item in a
larger system. However, this does not reduce it suddenly to basic
component status; it remains complex and can only be treated as
unitary under definable restrictions. In particular, the effects of
maintenance and component renewal must be considered most
carefully. Previous books on system reliability have concentrated
on one or two only of the six principal techniques available to the
analyst. These are: 1. probability theory; 2. distributional
statistics; 3. markov methods (matrix algebra); 4. fault and event
trees (Boolean logic); 5. theory of renewal processes; 6.
directional graph theory (di-graphs). This book relates these
methods to one another and to their applications. The authors feel
that previous books which concentrated upon one tech nique and the
contortions necessary to use it in every possible situation may
have misled readers into believing that there were no other methods
and that some real problems were intractable or more difficult to
solve than need be. For example, several results which are proved
in other books for items with exponentially distributed times
to/between failures are shown to be independent of distribution."
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