Digital Twins: Core Principles and AI Integration
暫譯: 數位雙胞胎:核心原則與AI整合

Tekinerdogan, Bedir, Verdouw, Cor

  • 出版商: Morgan Kaufmann
  • 出版日期: 2026-05-28
  • 售價: $6,170
  • 貴賓價: 9.5$5,861
  • 語言: 英文
  • 頁數: 394
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443455732
  • ISBN-13: 9780443455735
  • 相關分類: 物聯網 IoT
  • 海外代購書籍(需單獨結帳)

商品描述

Digital Twins: Core Principles, System Engineering, and AI Integration provides a comprehensive overview of digital twin technology, a cutting-edge innovation that bridges the physical and digital worlds. The book addresses common challenges such as data integration, security, scalability, and the alignment of digital twin models with actual physical processes. After presenting core concepts of digital twins for software engineering, the book discusses integration with advanced digital solutions such as AI, IoT, Cloud computing, Big Data Analytics, and Extended Reality (XR). Next, the authors provide readers with a thorough presentation of digital twins' applications in a variety of settings and industry/research topics.

Finally, the book concludes with a discussion of challenges and solutions, along with future trends in digital twins research and development. As digital twin technology evolves, its integration with various advanced digital solutions is becoming essential for achieving real-time insights and autonomous decision-making. Challenges include understanding the interoperability of these technologies, managing data complexity, ensuring security, and optimizing for low-latency environments.

商品描述(中文翻譯)

《數位雙胞胎:核心原則、系統工程與人工智慧整合》提供了數位雙胞胎技術的全面概述,這是一項前沿創新,橋接了物理世界與數位世界。該書探討了常見的挑戰,例如數據整合、安全性、可擴展性,以及數位雙胞胎模型與實際物理過程的一致性。在介紹了數位雙胞胎在軟體工程中的核心概念後,書中討論了與人工智慧(AI)、物聯網(IoT)、雲端計算、大數據分析和擴增實境(XR)等先進數位解決方案的整合。接下來,作者為讀者提供了數位雙胞胎在各種環境和行業/研究主題中的應用的詳細介紹。

最後,該書以對數位雙胞胎研究與開發中的挑戰與解決方案的討論作結,並展望未來的趨勢。隨著數位雙胞胎技術的演進,與各種先進數位解決方案的整合變得至關重要,以實現即時洞察和自主決策。挑戰包括理解這些技術的互操作性、管理數據複雜性、確保安全性,以及優化低延遲環境。