Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future: Proceedings of Sohoma 2024
暫譯: 面向服務、全息及多代理製造系統:未來工業的Sohoma 2024會議論文集

Borangiu, Theodor, Trentesaux, Damien, Leitão, Paulo

  • 出版商: Springer
  • 出版日期: 2025-07-03
  • 售價: $7,840
  • 貴賓價: 9.5$7,448
  • 語言: 英文
  • 頁數: 444
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031853156
  • ISBN-13: 9783031853159
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book centres on methods and tools for data sharing in a secure way and on value-adding application of artificial intelligence (AI) in industrial production and logistics for the transformation to data-driven industry of the future. The scientific theme of the book is "Industrial Artificial Intelligence in the Data-driven Industry of the Future: Models, Architectures, and Applications" which is focused on exploring the intricacies of cross-enterprise data sharing and the strategic use of AI within manufacturing systems.

An important analysis is offered to reveal the interconnections between research, regulation and standardization of artificial intelligence and digital twins in Industry 4.0 from an European perspective.

The novelty of this approach consists in analysing the ethical risks associated with the use of generative AI techniques in industrial systems and their short-, medium- and long-term impact on performance and human well-being protection.

The general scope of the book is to foster innovation in smart and sustainable manufacturing and logistics systems and in this context to promote concepts, methods and solutions for the digital transformation of manufacturing through service orientation in holonic and agent-based control with distributed intelligence.

The book's readership is comprised by researchers and engineers working in the value chain of products and processes including material sourcing, production, consumption and disposal/recycling processes, who develop digital control solutions in the "Industry of the Future" vision. The book also addresses to master and Ph.D. students enrolled in engineering sciences programs.

商品描述(中文翻譯)

本書的重點在於以安全的方式進行數據共享的方法和工具,以及在工業生產和物流中應用人工智慧(AI)以增值,促進未來數據驅動產業的轉型。本書的科學主題為「未來數據驅動產業中的工業人工智慧:模型、架構與應用」,專注於探索跨企業數據共享的複雜性以及在製造系統中戰略性地使用AI。

本書提供了一個重要的分析,揭示了從歐洲的角度看,人工智慧和數位雙胞胎在工業4.0中的研究、法規和標準化之間的相互關聯。

這種方法的新穎之處在於分析與在工業系統中使用生成式AI技術相關的倫理風險,以及這些技術對性能和人類福祉保護的短期、中期和長期影響。

本書的總體範圍是促進智能和可持續的製造及物流系統中的創新,並在此背景下推廣通過服務導向的數位轉型概念、方法和解決方案,實現基於分散智能的全息和代理控制。

本書的讀者包括在產品和流程價值鏈中工作的研究人員和工程師,包括材料採購、生產、消費及處置/回收過程,這些人員在「未來產業」的願景中開發數位控制解決方案。本書也針對修讀工程科學課程的碩士和博士生。

最後瀏覽商品 (1)