Reliability Engineering and Computational Intelligence for Complex Systems: Design, Analysis and Evaluation

Van Gulijk, Coen, Zaitseva, Elena, Kvassay, Miroslav

Reliability Engineering and Computational Intelligence for Complex Systems: Design, Analysis and Evaluation
  • 出版商: Springer
  • 出版日期: 2024-09-25
  • 售價: $6,360
  • 貴賓價: 9.5 折 $6,042
  • 語言: 英文
  • 頁數: 225
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303140999X
  • ISBN-13: 9783031409998

    • 海外代購書籍(需單獨結帳)

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商品描述

This book offers insight into the current issues of the merger between reliability engineering and computational intelligence. The intense development of information technology allows for designing more complex systems as well as creating more detailed models of real-world systems which forces traditional reliability engineering approaches based on Boolean algebra, probability theory, and statistics to embrace the world of data science. The works deal with methodological developments as well as applications in the development of safe and reliable systems in various kinds of distribution networks, in the development of highly reliable healthcare systems, in finding weaknesses in systems with the human factor, or in reliability analysis of large information systems and other software solutions.

In this book, experts from various fields of reliability engineering and computational intelligence present their view on the risks, the opportunities and the synergy between reliability engineering and computational intelligence that have been developed separately but in recent years have found a way to each other. The topics addressed include the latest advances in computing technology to improve the real lives of millions of people by increasing safety and reliability of various types of real-life systems by increasing the availability of software services, reducing the accident rate of means of transport, developing high reliable patient-specific health care, or generally, save cost and increase efficiency in the work and living environment. Though this book, the reader has access to professionals and researchers in the fields of reliability engineering and computational intelligence that share their experience in merging the two as well as an insight into the latest methods, concerns and application domains.

商品描述(中文翻譯)

本書深入探討可靠性工程與計算智能之間合併的當前議題。資訊科技的快速發展使得設計更複雜的系統成為可能，並創造出更詳細的現實世界系統模型，這迫使傳統的可靠性工程方法（基於布林代數、概率論和統計學）必須融入數據科學的領域。本書涵蓋了方法論的發展以及在各種分配網絡中開發安全可靠系統的應用、在開發高可靠性的醫療系統中、在尋找人因系統的弱點中，或是在大型資訊系統及其他軟體解決方案的可靠性分析中。

在本書中，來自可靠性工程和計算智能各領域的專家分享他們對風險、機會以及可靠性工程與計算智能之間的協同效應的看法。這兩者雖然長期以來各自發展，但近年來已經找到相互融合的途徑。所探討的主題包括最新的計算技術進展，旨在透過提高各類現實系統的安全性和可靠性，改善數百萬人的生活，增加軟體服務的可用性、降低交通工具的事故率、開發高可靠性的個人化醫療服務，或一般而言，節省成本並提高工作和生活環境的效率。透過本書，讀者可以接觸到可靠性工程和計算智能領域的專業人士和研究者，他們分享在兩者融合方面的經驗，以及對最新方法、關注點和應用領域的見解。

作者簡介

Coen van Gulijk re-joined TNO in the Netherlands after a five-year post as full professor at the University of Huddersfield at the school of computing and engineering. He remains academically active as a visiting professor at the school of computing and engineering at the University of Huddersfield. His work focuses on the IT transformation Risk Analysis and Safety Management Systems. The objective is to provide industries with modern IT business systems to support risk-based decision making and asset management and to deliver cost reductions, performance enhancements, and optimization in industry. The introduction of AI functionality in safety management software is of special interest. Coen received a Ph.D. degree chemical engineering, applying computational fluid dynamics for aerosol deposition in diesel exhaust gasses. He has produced over 100 scientific papers on various topics and edited and co-edited half a dozen of multi-author books and proceedings.

Elena Zaitseva received the M.S. degree in computer science from the Belarus State University of Informatics and Radioelectronics (BSUIR), Belarus, in 1989 and the Ph.D. degree in computer science from BSUIR in 1994. She worked as Associate Professor at the Department of Informatics of University of Zilina, Slovakia, from 2004 to 2015. Since 2015, she has been Professor at the same department. Her research interests include Reliability Analysis of Multi-state System, Fuzzy Decision Trees, and Decision Support Systems. She is Chair of the Technical Committee of European Safety and Reliability Association. She has more than 140 documents indexed in Scopus and more than 500 citations.

Miroslav Kvassay received the M.S. degree in information systems and the Ph.D. degree in applied informatics from the University of Zilina, Slovakia, in 2012 and 2015, respectively. From 2015 to 2019, he was Assistant Professor at the Department of Informatics of University of Zilina, Slovakia. Since 2019, he has been Associate Professor at the same department. His research interests include applications of Boolean and Multiple-Valued Logic in Reliability Analysis of Binary- and Multi-state Systems, respectively. He has more than 80 documents indexed in Scopus and more than 200 citations.

作者簡介(中文翻譯)

Coen van Gulijk 在英國哈德斯菲爾德大學計算與工程學院擔任全職教授五年後，重新加入荷蘭的 TNO。他仍然在哈德斯菲爾德大學計算與工程學院擔任訪問教授，保持學術活躍。他的工作重點是 IT 轉型風險分析和安全管理系統。目標是為行業提供現代 IT 商業系統，以支持基於風險的決策制定和資產管理，並實現成本降低、性能提升和行業優化。安全管理軟體中 AI 功能的引入特別引人關注。Coen 獲得化學工程博士學位，研究主題為應用計算流體力學於柴油排氣氣體中的氣溶膠沉積。他已發表超過 100 篇科學論文，並編輯及共同編輯了六本多位作者的書籍和會議論文集。

Elena Zaitseva 於 1989 年獲得白俄羅斯國立信息與無線電子大學 (BSUIR) 的計算機科學碩士學位，並於 1994 年獲得該校的計算機科學博士學位。她於 2004 年至 2015 年在斯洛伐克齊利納大學信息學系擔任副教授，自 2015 年起成為該系教授。她的研究興趣包括多狀態系統的可靠性分析、模糊決策樹和決策支持系統。她是歐洲安全與可靠性協會技術委員會的主席。她在 Scopus 上有超過 140 篇文獻被索引，且引用次數超過 500 次。

Miroslav Kvassay 於 2012 年和 2015 年分別在斯洛伐克齊利納大學獲得信息系統碩士學位和應用信息學博士學位。從 2015 年到 2019 年，他在齊利納大學信息學系擔任助理教授，自 2019 年起成為該系副教授。他的研究興趣包括布爾邏輯和多值邏輯在二元和多狀態系統可靠性分析中的應用。他在 Scopus 上有超過 80 篇文獻被索引，且引用次數超過 200 次。

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