Degradation Processes in Reliability

Nonfiction, Science & Nature, Mathematics, Mathematical Analysis
Cover of the book Degradation Processes in Reliability by Waltraud Kahle, Sophie Mercier, Christian Paroissin, Wiley
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Author: Waltraud Kahle, Sophie Mercier, Christian Paroissin ISBN: 9781119307525
Publisher: Wiley Publication: June 14, 2016
Imprint: Wiley-ISTE Language: English
Author: Waltraud Kahle, Sophie Mercier, Christian Paroissin
ISBN: 9781119307525
Publisher: Wiley
Publication: June 14, 2016
Imprint: Wiley-ISTE
Language: English

“Degradation process” refers to many types of reliability models, which correspond to various kinds of stochastic processes used for deterioration modeling. This book focuses on the case of a univariate degradation model with a continuous set of possible outcomes. The envisioned univariate models have one single measurable quantity which is assumed to be observed over time.

The first three chapters are each devoted to one degradation model. The last chapter illustrates the use of the previously described degradation models on some real data sets. For each of the degradation models, the authors provide probabilistic results and explore simulation tools for sample paths generation. Various estimation procedures are also developed.

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“Degradation process” refers to many types of reliability models, which correspond to various kinds of stochastic processes used for deterioration modeling. This book focuses on the case of a univariate degradation model with a continuous set of possible outcomes. The envisioned univariate models have one single measurable quantity which is assumed to be observed over time.

The first three chapters are each devoted to one degradation model. The last chapter illustrates the use of the previously described degradation models on some real data sets. For each of the degradation models, the authors provide probabilistic results and explore simulation tools for sample paths generation. Various estimation procedures are also developed.

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