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Titlebook: Statistical Reliability Engineering; Methods, Models and Hoang Pham Textbook 2022 The Editor(s) (if applicable) and The Author(s), under e

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发表于 2025-3-21 18:06:13 | 显示全部楼层 |阅读模式
书目名称Statistical Reliability Engineering
副标题Methods, Models and
编辑Hoang Pham
视频video
概述Presents a thorough guide to analytical methods used to assess the reliability of complex systems.Discusses various applications for the models, including in machine learning, standby systems, and sof
丛书名称Springer Series in Reliability Engineering
图书封面Titlebook: Statistical Reliability Engineering; Methods, Models and  Hoang Pham Textbook 2022 The Editor(s) (if applicable) and The Author(s), under e
描述.This book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly on the author’s recent research and publications as well as experience of over 30 years in this field...The book covers a wide range of methods and models in reliability, and their applications, including:...statisticalmethods and model selection for machine learning; ..modelsfor maintenance and software reliability; .statisticalreliability estimation of complex systems; and.statisticalreliability analysis of k out of n systems, standby systems and repairablesystems.. . .Offering numerous examples and solved problems within each chapter, this comprehensive text provides an introduction to reliability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field..
出版日期Textbook 2022
关键词Reliability Engineering; Reliability Models; Engineering Statistics; Systems Reliability; Computer Scien
版次1
doihttps://doi.org/10.1007/978-3-030-76904-8
isbn_softcover978-3-030-76906-2
isbn_ebook978-3-030-76904-8Series ISSN 1614-7839 Series E-ISSN 2196-999X
issn_series 1614-7839
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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发表于 2025-3-21 22:15:11 | 显示全部楼层
1614-7839 iability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field..978-3-030-76906-2978-3-030-76904-8Series ISSN 1614-7839 Series E-ISSN 2196-999X
发表于 2025-3-22 01:59:09 | 显示全部楼层
Basic Probability, Statistics, and Reliability, not. Statistics is the study of how best one can describe and analyze the data and then draw conclusions or inferences based on the data available. The analysis of the reliability of a system must be based on precisely defined concepts. Since it is readily accepted that a population of supposedly i
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发表于 2025-3-22 12:33:31 | 显示全部楼层
Stochastic Processes,iscrete. The complex continuous process is a process describing a system transition from state to state. The simplest process that will be discussed here is a Markov process. Given the current state of the process, its future behavior does not depend on the past. This chapter describes the concepts
发表于 2025-3-22 15:20:59 | 显示全部楼层
Statistical Machine Learning and Its Applications,calculations that commonly used in machine learning algorithms and computations. The chapter will then discuss the concept of singular value decomposition (SVD) and its applications of SVD in the recommender systems such as movie review ratings, and finally discuss the linear regression models.
发表于 2025-3-22 18:09:17 | 显示全部楼层
1614-7839 els, including in machine learning, standby systems, and sof.This book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly
发表于 2025-3-22 22:03:14 | 显示全部楼层
发表于 2025-3-23 03:50:00 | 显示全部楼层
Basic Probability, Statistics, and Reliability,dentical systems, operating under similar conditions, fall at different points in time, then a failure phenomenon can only be described in probabilistic terms. Thus, the fundamental definitions of reliability must depend on the concepts from probability theory.
发表于 2025-3-23 09:36:53 | 显示全部楼层
Stochastic Processes,of stochastic processes including Markov process, Poisson process, renewal process, quasi-renewal process, and nonhomogeneous Poisson process, and their applications in reliability and availability for degraded systems with repairable components.
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