Model-based Health Monitoring of Hybrid Systems
暫譯: 基於模型的混合系統健康監測

Danwei Wang

  • 出版商: Springer
  • 出版日期: 2015-06-17
  • 售價: $4,470
  • 貴賓價: 9.5$4,247
  • 語言: 英文
  • 頁數: 312
  • 裝訂: Paperback
  • ISBN: 1489990593
  • ISBN-13: 9781489990594
  • 海外代購書籍(需單獨結帳)

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商品描述

This book systematically presents a comprehensive framework and effective techniques for in-depth analysis, clear design procedure, and efficient implementation of diagnosis and prognosis algorithms for hybrid systems. It offers an overview of the fundamentals of diagnosis\prognosis and hybrid bond graph modeling. This book also describes hybrid bond graph-based quantitative fault detection, isolation and estimation. Moreover, it also presents strategies to track the system mode and predict the remaining useful life under multiple fault condition. A real world complex hybrid system―a vehicle steering control system―is studied using the developed fault diagnosis methods to show practical significance.

Readers of this book will benefit from easy-to-understand fundamentals of bond graph models, concepts of health monitoring, fault diagnosis and failure prognosis, as well as hybrid systems.  The reader will gain knowledge of fault detection and isolation in complex systems including those with hybrid nature, and will learn state-of-the-art developments in theory and technologies of fault diagnosis and failure prognosis for complex systems.

商品描述(中文翻譯)

本書系統性地呈現了一個全面的框架和有效的技術,用於深入分析、清晰的設計程序以及高效的實施混合系統的診斷和預測演算法。它提供了診斷與預測的基本原理以及混合束圖建模的概述。本書還描述了基於混合束圖的定量故障檢測、隔離和估計。此外,它還提出了在多故障條件下追蹤系統模式和預測剩餘使用壽命的策略。通過使用所開發的故障診斷方法,研究了一個現實世界的複雜混合系統——車輛轉向控制系統,以顯示其實際意義。

本書的讀者將受益於易於理解的束圖模型基礎知識、健康監測的概念、故障診斷和故障預測,以及混合系統。讀者將獲得在複雜系統中進行故障檢測和隔離的知識,包括那些具有混合特性的系統,並將學習到複雜系統故障診斷和故障預測的理論和技術的最新發展。