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商品描述
This book introduces the concept of digital twins and their purposive usage, including the technology infrastructure and the method support necessary for their construction. The landscape of digital twins is illustrated through a range of use cases spread across different application domains such as strategy and business assessment in enterprises, logistics networks, manufacturing industries, chemical and refinery systems, sustainable food ecosystems, and public healthcare. All these examples show how digital twins are exploited to simulate complex scenarios depending on various external factors - all of which would not be feasible as real-world simulations because of their high costs, potential fatal damages, and unpredictable side effects. The book is written for professionals in industry who would like to learn about the application of these powerful methodologies and tools in various areas as well as for researchers in computer science who would like to draw inspirations for further development of this technology from real-world applications.
商品描述(中文翻譯)
本書介紹了數位雙胞胎（digital twins）的概念及其目的性使用，包括建構所需的技術基礎設施和方法支持。數位雙胞胎的應用範疇透過一系列案例進行說明，這些案例涵蓋了不同的應用領域，例如企業的策略與商業評估、物流網絡、製造業、化學與煉油系統、可持續食品生態系統以及公共衛生。所有這些例子展示了數位雙胞胎如何被用來模擬依賴於各種外部因素的複雜情境——這些情境在現實世界中進行模擬是不可行的，因為其高昂的成本、潛在的致命損害以及不可預測的副作用。
本書是為希望了解這些強大方法論和工具在各個領域應用的業界專業人士所撰寫的，同時也適合希望從現實應用中獲取靈感以進一步發展此技術的計算機科學研究人員。
作者簡介
Vinay Kulkarni is TCS Fellow at Tata Consultancy Services in Pune, India, where he heads the Software Systems and Services research group. His research interests include enterprise digital twins, learning-native software systems, multi-agent systems, model-driven software engineering, and enterprise modelling. His vision is to integrate modelling, artificial intelligence, and control theory to support the dynamic adaptation of complex systems of systems by using digital twins. Tony Clark is Professor of Software Engineering and Pro-Vice Chancellor and Executive Dean of the College of Engineering and Physical Sciences at Aston University, UK. He has a long experience of working in both academia and industry on a range of software projects and consultancies. His current interests are using adaptation and model-based techniques to create digital twins. Balbir S. Barn is Professor of Software Engineering and Executive Dean of the Faculty of Science and Technology at Middlesex University, UK. His current research interests are methodologies and software tools for defining digital twins, languages and modelling for agent-based adaptive systems.
作者簡介(中文翻譯)
Vinay Kulkarni 是印度浦那塔塔顧問公司的 TCS Fellow，負責軟體系統與服務研究小組。他的研究興趣包括企業數位雙胞胎、學習原生軟體系統、多代理系統、模型驅動軟體工程以及企業建模。他的願景是整合建模、人工智慧和控制理論，以支持透過數位雙胞胎實現複雜系統的動態適應。 Tony Clark 是英國阿斯頓大學的軟體工程教授及工程與物理科學學院的副校長和執行院長。他在學術界和產業界擁有豐富的經驗，參與多個軟體專案和顧問工作。他目前的興趣是使用適應性和基於模型的技術來創建數位雙胞胎。 Balbir S. Barn 是英國米德爾塞克斯大學的軟體工程教授及科學與技術學院的執行院長。他目前的研究興趣包括定義數位雙胞胎的方法論和軟體工具，以及針對基於代理的自適應系統的語言和建模。
