Artificial Intelligence-Enabled Digital Twin for Smart Manufacturing
Tyagi, Amit Kumar, Tiwari, Shrikant, Arumugam, Senthil Kumar
- 出版商: Wiley-Scrivener
- 出版日期: 2024-10-01
- 售價: $7,610
- 貴賓價: 9.5 折 $7,230
- 語言: 英文
- 頁數: 624
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1394303572
- ISBN-13: 9781394303571
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相關分類:
人工智慧
尚未上市，無法訂購
商品描述
The book explores the convergence of AI and Digital Twin technologies to empower Smart Manufacturing initiatives. Through a comprehensive examination of principles, methodologies, and practical applications, the book explains the transformative potential of AI-enabled Digital Twins across various facets of the manufacturing lifecycle. From design and prototyping to production and maintenance, AI-enabled Digital Twins offer multifaceted advantages that redefine traditional paradigms. By leveraging AI algorithms for data analysis, predictive modeling, and autonomous optimization, manufacturers can achieve unparalleled levels of efficiency, quality, and agility. The book demonstrates how the promise to enhance competitiveness, reduce operational costs, and facilitate innovation in the manufacturing industry is possible. By harnessing AI's capabilities in conjunction with digital twins, manufacturers can achieve a more agile and responsive production environment, ultimately driving the evolution of smart factories and Industry 4.0/5.0.
商品描述(中文翻譯)
本書探討了人工智慧（AI）與數位雙胞胎技術的融合，以促進智慧製造的倡議。透過對原則、方法論和實際應用的全面檢視，本書解釋了AI驅動的數位雙胞胎在製造生命周期各個方面的變革潛力。從設計和原型製作到生產和維護，AI驅動的數位雙胞胎提供了多方面的優勢，重新定義了傳統範式。藉由利用AI演算法進行數據分析、預測建模和自主優化，製造商可以實現無與倫比的效率、品質和靈活性。本書展示了提升競爭力、降低運營成本以及促進製造業創新的承諾是如何成為可能的。透過結合AI的能力與數位雙胞胎，製造商可以實現更靈活和響應迅速的生產環境，最終推動智慧工廠和工業4.0/5.0的演進。
作者簡介
Amit Kumar Tyagi, PhD, is an assistant professor at the National Institute of Fashion Technology, New Delhi, India. He obtained his doctorate in 2018. He has published more than 200 papers in refereed international journals, conferences, and books, many of which are with the Wiley-Scrivener imprint. He has filed more than 25 national and international patents in deep learning, the Internet of Things, cyber-physical systems, and computer vision. His current research focuses on next-generation machine-based communications, blockchain technology, smart and secure computing, and privacy.
Shrikant Tiwari, PhD, is an associate professor in the Department of Computer Science & Engineering, School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh India. He obtained his doctorate in 2012. He has authored or co-authored more than 75 national and international journal publications, book chapters, and conference articles. He has five patents filed to his credit. His research interests include machine learning, deep learning, computer vision, medical image analysis, pattern recognition, and biometrics.
Senthil Kumar Arumugam, PhD, is an assistant professor in the Professional Studies Department, CHRIST (Deemed to be University), Bangalore Central Campus, Bengaluru, India. He obtained his doctorate in 2014. He has received 9 awards.
Avinash Kumar Sharma, PhD, is an associate professor in the Department of Computer Science and Engineering, Sharda School of Engineering and Technology, Sharda University, Greater Noida, India. He has published about 30 research articles in national/international conferences, journals, and book chapters, edited four books and has published four patents including one design patent.
作者簡介(中文翻譯)
Amit Kumar Tyagi, PhD，是印度新德里國立時尚技術學院的助理教授。他於2018年獲得博士學位。他在國際期刊、會議和書籍上發表了超過200篇論文，其中許多是與Wiley-Scrivener出版的。他在深度學習、物聯網、網路物理系統和計算機視覺方面申請了超過25項國內外專利。他目前的研究重點是下一代機器通信、區塊鏈技術、智能和安全計算以及隱私。
Shrikant Tiwari, PhD，是印度北方邦大諾伊達Galgotias大學計算機科學與工程系的副教授。他於2012年獲得博士學位。他已發表或共同發表超過75篇國內外期刊文章、書籍章節和會議論文。他擁有五項專利。他的研究興趣包括機器學習、深度學習、計算機視覺、醫學影像分析、模式識別和生物識別技術。
Senthil Kumar Arumugam, PhD，是印度班加羅爾基督（被認定為大學）專業研究系的助理教授。他於2014年獲得博士學位。他獲得了9項獎項。
Avinash Kumar Sharma, PhD，是印度大諾伊達Sharda大學Sharda工程與技術學院的副教授。他在國內外會議、期刊和書籍章節上發表了約30篇研究文章，編輯了四本書籍，並申請了四項專利，包括一項設計專利。
