Statistical Modeling of Reliability Structures and Industrial Processes

This reference text introduces advanced topics in the field of reliability engineering, introduces statistical modeling techniques, and probabilistic methods for diverse applications.

It comprehensively covers important topics including consecutive-type reliability systems, coherent structures, multi-scale statistical modeling, the performance of reliability structures, big data analytics, prognostics, and health management. It covers real-life applications including optimization of telecommunication networks, complex infrared detecting systems, oil pipeline systems, and vacuum systems in accelerators or spacecraft relay stations. The text will serve as an ideal reference book for graduate students and academic researchers in the fields of industrial engineering, manufacturing science, mathematics, and statistics.

這本參考書介紹了可靠性工程領域的高級主題，介紹了統計建模技術和應用於各種場景的概率方法。它全面涵蓋了重要的主題，包括連續型可靠性系統、相容結構、多尺度統計建模、可靠性結構的性能、大數據分析、預測和健康管理。書中還涵蓋了實際應用，包括優化電信網絡、複雜紅外檢測系統、油管系統以及加速器或太空中繼站的真空系統。這本書將成為工業工程、製造科學、數學和統計學等領域的研究生和學術研究人員的理想參考書。

Ioannis S. Triantafyllou is an assistant professor in the Department of Computer Science and Biomedical Informatics at the University of Thessaly, Greece. He received his B.S. degree in Mathematics from the University of Athens, Greece in 2002, and the M.Sc. and Ph.D. degrees in Statistics from the University of Piraeus, Greece in 2005 and 2009 respectively. He has served as a referee for more than 20 scientific journals. He has published over 60 peer-reviewed papers in international refereed scientific journals, edited volumes, and conferences. His research interests include Applied Probability, Nonparametric Statistics, Reliability Theory, and Statistical Process Control.

Mangey Ram received his Ph.D., major in Mathematics and minor in Computer Science from G. B. Pant University of Agriculture and Technology, Pantnagar in 2008. He is an editorial board member in many international journals. He has published 102 research publications in national and international journals of repute. His fields of research are Operations Research, Reliability Theory, Fuzzy Reliability, and System Engineering. Currently, he is working as a Professor at Graphic Era University, Dehradun, India.

Ioannis S. Triantafyllou是希臘塞薩利大學(University of Thessaly)計算機科學和生物醫學信息學系的助理教授。他於2002年在希臘雅典大學(University of Athens)獲得數學學士學位，並於2005年和2009年分別在希臘比雷埃夫斯大學(University of Piraeus)獲得統計學碩士和博士學位。他曾擔任20多個科學期刊的審稿人。他在國際同行評審的科學期刊、編輯專著和會議上發表了60多篇同行評審的論文。他的研究興趣包括應用概率、非參數統計、可靠性理論和統計過程控制。

Mangey Ram於2008年在印度G. B. Pant農業和技術大學(G. B. Pant University of Agriculture and Technology)獲得數學博士學位，專攻數學主修和計算機科學副修。他是多個國際期刊的編輯委員會成員。他在國內外知名期刊上發表了102篇研究論文。他的研究領域包括運營研究、可靠性理論、模糊可靠性和系統工程。目前，他在印度德拉敦的Graphic Era大學擔任教授。