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Reliability Theory - With Applications to Preventive Maintenance (Paperback, Softcover reprint of hardcover 1st ed. 2000)
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Reliability Theory - With Applications to Preventive Maintenance (Paperback, Softcover reprint of hardcover 1st ed. 2000)
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The material in this book was first presented as a one-semester
course in Relia bility Theory and Preventive Maintenance for M.Sc.
students of the Industrial Engineering Department of Ben Gurion
University in the 1997/98 and 1998/99 academic years. Engineering
students are mainly interested in the applied part of this theory.
The value of preventive maintenance theory lies in the possibility
of its imple mentation, which crucially depends on how we handle
statistical reliability data. The very nature of the object of
reliability theory - system lifetime - makes it extremely difficult
to collect large amounts of data. The data available are usu ally
incomplete, e.g. heavily censored. Thus, the desire to make the
course material more applicable led me to include in the course
topics such as mod eling system lifetime distributions (Chaps. 1,2)
and the maximum likelihood techniques for lifetime data processing
(Chap. 3). A course in the theory of statistics is aprerequisite
for these lectures. Stan dard courses usually pay very little
attention to the techniques needed for our purpose. A short summary
of them is given in Chap. 3, including widely used probability
plotting. Chapter 4 describes the most useful and popular models of
preventive main tenance and replacement. Some practical aspects of
applying these models are addressed, such as treating uncertainty
in the data, the role of data contamina tion and the opportunistic
scheduling of maintenance activities."
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