System Reliability Assessment and Optimization: Methods and Applications (Hardcover)
暫譯: 系統可靠性評估與優化：方法與應用 (精裝版)
Li, Yan-Fu, Zio, Enrico, Kleyner, Andre V.
- 出版商: Wiley
- 出版日期: 2022-06-07
- 售價: $1,750
- 貴賓價: 9.8 折 $1,715
- 語言: 英文
- 頁數: 272
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119265878
- ISBN-13: 9781119265870
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相關主題
商品描述
This book is a comprehensive overview of the recently developed methods for assessing and optimizing system reliability and safety. It consists of two main parts, for assessment and optimization methods, respectively. The former covers multi-state system modelling and reliability evaluation, Markov processes, Monte Carlo simulation and uncertainty treatments under poor knowledge. The reviewed methods range from piecewise-deterministic Markov process to belief functions. The latter covers mathematical programs, evolutionary algorithms, multi-objective optimization and optimization under uncertainty. The reviewed methods range from non-dominated sorting genetic algorithm to robust optimization. This book also includes the applications of the assessment and optimization method on real world cases, particularly for the reliability and safety of renewable energy systems. From this point of view, the book bridges the gap between theoretical development and engineering practice.
商品描述(中文翻譯)
這本書全面概述了最近開發的系統可靠性和安全性評估及優化方法。它由兩個主要部分組成，分別針對評估和優化方法。前者涵蓋了多狀態系統建模和可靠性評估、馬可夫過程、蒙地卡羅模擬以及在知識不足情況下的不確定性處理。所回顧的方法範圍從分段確定性馬可夫過程到信念函數。後者則涵蓋了數學程序、進化算法、多目標優化以及在不確定性下的優化。所回顧的方法範圍從非支配排序遺傳算法到穩健優化。本書還包括評估和優化方法在現實案例中的應用，特別是針對可再生能源系統的可靠性和安全性。從這個角度來看，本書彌合了理論發展與工程實踐之間的鴻溝。
作者簡介
Yan-Fu Li is Full Professor at the Department of Industrial Engineering and Deputy-Director of the Institute for Quality & Reliability at Tsinghua University, China. He received his Ph.D in Industrial Engineering from National University of Singapore in 2010.
Enrico Zio is Full Professor at the Center for Research on Risks and Crises (CRC) of Ecole de Mines, ParisTech, PSL University, France, and at the Energy Department of Politecnico di Milano, Italy. He received his Ph.D in nuclear engineering from Politecnico di Milano and in Probabilistic Risk Assessment from MIT in 1996 and 1998, respectively.
作者簡介(中文翻譯)
李彥甫是中國清華大學工業工程系的正教授及品質與可靠性研究所的副所長。他於2010年在新加坡國立大學獲得工業工程博士學位。
恩里科·齊奧是法國巴黎高科礦業學院風險與危機研究中心（CRC）及意大利米蘭理工大學能源系的正教授。他於1996年在米蘭理工大學獲得核工程博士學位，並於1998年在麻省理工學院獲得概率風險評估博士學位。
