System Reliability Modeling
暫譯: 系統可靠度建模

Alkaff, Abdullah

System Reliability Modeling
  • 出版商: Wiley
  • 出版日期: 2026-10-19
  • 售價: $5,630
  • 貴賓價: 9.5 折 $5,348
  • 語言: 英文
  • 頁數: 624
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1394371128
  • ISBN-13: 9781394371129
  • 相關分類: 理工類、機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

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商品描述

Technical, comprehensive resource on system reliability modeling

System Reliability Modeling develops algorithms for generating a system reliability model using matrix algebra, with all algorithms presented in ready-to-use MATLAB functions ensuring system reliability modeling becomes as simple as writing a few lines of MATLAB code, no matter how complex the system structures are. All functions are managed in a user-friendly software package to simplify modeling and analyzing the reliability of a complex system. The package is also utilized to investigate the optimum maintenance and replacement programs, component orderings, and warmness levels in standby systems.

The book includes examples and simple exercises for every topic, applications for real systems, problems at the end of each chapter, a chapter on discrete time systems, and a chapter on the use of AI in system reliability.

This book discusses:

  • Matrix-based distributions, covering continuous-time Markov chains (CTMC), ways to model CTMC, phase-type (PH) and matrix-exponential (ME) distributions, similarity transformation, and approximating scalar distributions with PH distributions
  • One-component systems, covering reliability, hazard, and mean residual lifetime functions, perfect and imperfect maintenance, optimum replacement interval, and stock-out risk.
  • Basic structured systems, covering series, parallel, standby with perfect and imperfect switches structures, and any combination of these structures
  • General structure systems, covering a method to incorporate warmness levels into standby systems, so that one standby model applies to hot, warm, and cold standby in any combination thus applicable to all basic structured systems
  • Network reliability, covering methods for converting Boolean structure functions into arithmetic functions and calculating network's reliability measures and the maximum reliability function in capacitated networks

System Reliability Modeling is an excellent resource for students, researchers, reliability engineers, maintenance engineers, and spare part logistics engineers seeking a rigorous analytical method in system design for reliability.

商品描述(中文翻譯)

系統可靠度建模的技術性綜合資源

《System Reliability Modeling》運用矩陣代數開發產生系統可靠度模型的演算法，並將所有演算法以可直接使用的 MATLAB 函式呈現，讓系統可靠度建模變得如同撰寫幾行 MATLAB 程式碼般簡單，不論系統結構多麼複雜。所有函式皆由易於使用的軟體套件管理，以簡化複雜系統的建模與可靠度分析。此套件也可用於研究最佳維護與更換計畫、元件排序，以及待命系統中的待命溫度層級。

本書針對每個主題提供範例與簡單練習，介紹實際系統的應用，並在每章末附上習題。此外，本書還包含離散時間系統，以及 AI 在系統可靠度領域之應用的專章。

本書涵蓋：

• 以矩陣為基礎的分布，包括連續時間 Markov 鏈（continuous-time Markov chains, CTMC）、CTMC 的建模方法、階段型（phase-type, PH）與矩陣指數型（matrix-exponential, ME）分布、相似轉換，以及使用 PH 分布近似純量分布

• 單元件系統，包括可靠度函數、危險率函數與平均剩餘壽命函數、完善與不完善維護、最佳更換週期，以及缺貨風險

• 基本結構系統，包括串聯系統、並聯系統、具有完善與不完善切換器的待命系統結構，以及這些結構的任意組合

• 一般結構系統，包括將待命溫度層級納入待命系統的方法，使同一個待命模型能以任意組合方式適用於熱待命（hot standby）、溫待命（warm standby）與冷待命（cold standby），因此可適用於所有基本結構系統

• 網路可靠度，包括將布林結構函數轉換為算術函數的方法，以及計算網路可靠度量值與具容量網路中最大可靠度函數的方法

對於尋求在可靠度設計中採用嚴謹分析方法的學生、研究人員、可靠度工程師、維護工程師，以及備用零件物流工程師而言，《System Reliability Modeling》是一本極佳的參考資源。

作者簡介

ABDULLAH ALKAFF, Professor, Laboratory of Systems and Cybernetics, Electrical Engineering Department, Sepuluh Nopember Institute of Technology (ITS), Surabaya, Indonesia. Prior to that, he was a Lecturer at the University of Florida, USA, Assistant Professor at Syracuse University, USA, Project Director for the design and implementation of country-wide radar integration, integrated maritime surveillance system for the Strait of Malacca, and national education data center, and advisor to ministers of ICT and Educations. Professor Alkaff holds a Doctor of Philosophy degree in Systems Engineering from the University of Florida, USA.

作者簡介(中文翻譯)

ABDULLAH ALKAFF，教授，任職於印尼泗水 Sepuluh Nopember Institute of Technology（ITS）電機工程系系統與控制實驗室。此前，他曾任美國 University of Florida 講師、Syracuse University 助理教授，並擔任全國雷達整合系統設計與實作、麻六甲海峽整合海事監控系統，以及國家教育資料中心等專案的計畫主持人；此外，他也曾擔任資訊與通信技術部長及教育部長的顧問。Alkaff 教授擁有美國 University of Florida 系統工程博士學位。

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