Probability Models in Reliability Analysis
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Beschreibung
This book delves into the fundamental theoretical aspects of reliability analysis, focusing on various probabilistic models. These models are essential for representing random variations in underlying variables such as time-to-failure, the number of failures between consecutive repairs and similar metrics. The calculation, estimation and prediction of reliability all hinge on using appropriate probability models. The book introduces various models beneficial for researchers in the field of reliability. It also provides a comprehensive overview of the available models, highlighting their distinctive features and practical applications in a narrative format. The content of the book is designed to appeal to a broad readership. Students and researchers in the field of reliability analysis will find a comprehensive yet easily understandable summary of models applicable to their data sets of interest. It should be noted, however, As stated clearly in the preface, this book does not illustrate applications of the models discussed in terms of real-life data.
This book delves into the fundamental theoretical aspects of reliability analysis, focusing on various probabilistic models. These models are essential for representing random variations in underlying variables such as time-to-failure, the number of failures between consecutive repairs and similar metrics. The calculation, estimation and prediction of reliability all hinge on using appropriate probability models. The book introduces various models beneficial for researchers in the field of reliability. It also provides a comprehensive overview of the available models, highlighting their distinctive features and practical applications in a narrative format. The content of the book is designed to appeal to a broad readership. Students and researchers in the field of reliability analysis will find a comprehensive yet easily understandable summary of models applicable to their data sets of interest. It should be noted, however, As stated clearly in the preface, this book does not illustrate applications of the models discussed in terms of real-life data.
Discusses basic theoretical aspects of reliability analysis related to a wide array of stochastic models Presents a synoptic view of the available models, their distinctive features and fields of their useful applications Includes topics like generalized failure rate, co-ordinate subtangent and total-time-on-test transform
Autor*in
S. P. Mukherjee
Themen in »Probability Models in Reliability Analysis«
co-ordinate sub-tangent fatigue failure model selection telescopic distribution memory failure rate transform transformed-transformer distribution bath-tub failure rate reversed hazard rate mean inactivity time finite-range life distribution characterization of life distributions ageing intensity probability models system reliability