Reliability Modelling, System Engineering, and Management Through Computational Intelligence: Reliability, Modelling, Optimization and Management
暫譯: 透過計算智慧的可靠性建模、系統工程與管理:可靠性、建模、優化與管理

Mishra, Mukesh, Johri, Prashant, Anand, Adarsh

  • 出版商: Springer
  • 出版日期: 2026-04-05
  • 售價: $8,140
  • 貴賓價: 9.5$7,733
  • 語言: 英文
  • 頁數: 282
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032180929
  • ISBN-13: 9783032180926
  • 相關分類: Machine LearningRust 語言
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book discusses both reliability in reactive maintenance and an integrated, intelligent management strategy through the application of AI, machine learning, and soft computing. System reliability is becoming an increasingly critical concern due to the growing size and complexity of modern system designs. These systems encompass autonomous transportation networks and integrated power infrastructures. To address this paradigm shift, the disciplines of this book have united to integrate three fundamental domains: systematic System Engineering to ensure structural integrity, advanced reliability modeling to deliver precise prognoses, and cutting-edge computational intelligence (CI) to facilitate predictive decision-making.

The book's topical sections encompass subjects such as digital siblings, critical infrastructures (including IoT, peripheral devices, smart city environments, and related areas), and fundamental data-driven frameworks. Researchers, graduate students, and professionals engaged in the development and maintenance of resilient technology for the future are encouraged to read this book.

商品描述(中文翻譯)

本書探討了反應性維護中的可靠性以及通過應用人工智慧(AI)、機器學習和軟計算所實現的綜合智能管理策略。隨著現代系統設計的規模和複雜性不斷增加,系統可靠性正變得越來越重要。這些系統包括自主運輸網絡和綜合電力基礎設施。為了應對這一範式轉變,本書的學科聯合起來整合了三個基本領域:系統工程以確保結構完整性、先進的可靠性建模以提供精確的預測,以及尖端的計算智能(CI)以促進預測性決策。

本書的主題部分涵蓋了數位兄弟、關鍵基礎設施(包括物聯網(IoT)、周邊設備、智慧城市環境及相關領域)和基本的數據驅動框架等主題。鼓勵從事未來韌性技術開發和維護的研究人員、研究生和專業人士閱讀本書。