Artificial Intelligence for Sustainable Supply Chain Management
暫譯: 可持續供應鏈管理的人工智慧

Ahamed, N. Nasurudeen, Karthikeyan, P., Katina, Polinpapilinho F.

Artificial Intelligence for Sustainable Supply Chain Management
  • 出版商: CRC
  • 出版日期: 2026-08-06
  • 售價: $5,730
  • 貴賓價: 9.5 折 $5,443
  • 語言: 英文
  • 頁數: 310
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 104111477X
  • ISBN-13: 9781041114772
  • 相關分類: Machine Learning、區塊鏈 Blockchain、物聯網 IoT

    • 海外代購書籍(需單獨結帳)

商品描述

The integration of Artificial Intelligence (AI) into supply chain management (SCM) is transforming traditional operations into intelligent, resilient, and sustainable ecosystems. This book explores the application of AI-driven models to enhance decision-making, optimize logistics, and minimize environmental impact across various stages of the supply chain. Emphasis is placed on how machine learning, deep learning, and predictive analytics enable proactive demand forecasting, waste reduction, and resource optimization. The research proposes a sustainability-centered framework that combines AI-based optimization with environmental, social, and governance (ESG) principles to achieve transparency, traceability, and ethical sourcing. The findings demonstrate that AI adoption not only strengthens supply chain agility and resilience but also contributes significantly to achieving Sustainable Development Goals (SDGs) by promoting circular economy practices and carbon footprint minimization.

Features:
- Includes a step-by-step procedure for developing the Blockchain Internet of Things for industries using D-APP and hyperledgers.
- Covers different blockchain and Internet of Things-based sustainable supply chain management merits, demerits, challenges, and risks.
- Delves into the integration of artificial intelligence into smart contracts to foster responsible and efficient operations across industries.
- Showcases the use of artificial intelligence algorithms within smart contract frameworks to optimize decision-making processes and ensure ethical considerations are prioritized in automated contract executions.
- Explores how artificial intelligence-driven solutions are being tailored to meet the unique demands of different sectors, including manufacturing, healthcare, retail, agriculture, and logistics.

It is primarily written for senior undergraduates, graduate students, and academic researchers in electrical engineering, electronics and communications engineering, computer science and engineering, supply chain management, manufacturing engineering, and industrial engineering.

商品描述(中文翻譯)

人工智慧（AI）與供應鏈管理（SCM）的整合正在將傳統操作轉變為智能、韌性和可持續的生態系統。本書探討了基於AI的模型在增強決策、優化物流和最小化環境影響方面的應用，涵蓋供應鏈各個階段。重點在於機器學習、深度學習和預測分析如何促進主動需求預測、減少浪費和資源優化。研究提出了一個以可持續性為中心的框架，結合基於AI的優化與環境、社會和治理（ESG）原則，以實現透明度、可追溯性和道德採購。研究結果顯示，AI的採用不僅增強了供應鏈的靈活性和韌性，還通過促進循環經濟實踐和減少碳足跡，對實現可持續發展目標（SDGs）做出了重要貢獻。

特色：
- 包含使用D-APP和超級帳本為行業開發區塊鏈物聯網的逐步程序。
- 涵蓋基於區塊鏈和物聯網的可持續供應鏈管理的優點、缺點、挑戰和風險。
- 深入探討人工智慧如何整合到智能合約中，以促進各行業的負責任和高效運作。
- 展示在智能合約框架內使用人工智慧算法，以優化決策過程並確保在自動合約執行中優先考慮道德考量。
- 探索基於人工智慧的解決方案如何針對製造、醫療保健、零售、農業和物流等不同領域的獨特需求進行定制。

本書主要為電機工程、電子與通信工程、計算機科學與工程、供應鏈管理、製造工程和工業工程的高年級本科生、研究生和學術研究人員撰寫。

作者簡介

N. Nasurudeen Ahamed received his Bachelor's Degree in Computer Science and Engineering, followed by a Master's Degree in Computer Science and Engineering. He also earned a PhD in Computer Science and Engineering. Currently, he serves as a postdoctoral fellow at the United Arab Emirates University, UAE. He has accumulated 11 years of teaching experience. His research interests are diverse, encompassing areas such as Blockchain, Cybersecurity, Supply Chain Management, and Industry 4.0.

P. Karthikeyan is currently working as an Associate Professor in SoCSE at RV University, Bangalore, India. He possesses a high level of proficiency in project development and research, specializing in the domains of Cloud computing and the practical application of deep learning. He is well-versed in programming languages, including Java, Python, R, and C.

Polinpapilinho F. Katina is an Associate Professor in the Department of Informatics and Engineering Systems at the University of South Carolina Upstate (Spartanburg, South Carolina, USA). His areas of research/teaching interests include, among others, Complex System Governance, Critical Infrastructure Systems, Decision Making and Analysis (under uncertainty), Emerging Technologies, Energy Systems (Smart Grids), Engineering Management, Infranomics, Manufacturing Systems, System-of-Systems, Systems Engineering, Systems pathology, and Systems Thinking.

作者簡介(中文翻譯)

N. Nasurudeen Ahamed 獲得了計算機科學與工程的學士學位，隨後取得計算機科學與工程的碩士學位。他還獲得了計算機科學與工程的博士學位。目前，他在阿拉伯聯合酋長國大學擔任博士後研究員，並累積了 11 年的教學經驗。他的研究興趣廣泛，涵蓋區塊鏈、網絡安全、供應鏈管理和工業 4.0 等領域。

P. Karthikeyan 目前在印度班加羅爾的 RV 大學的 SoCSE 擔任副教授。他在專案開發和研究方面具有高水平的專業能力，專注於雲計算和深度學習的實際應用。他精通多種程式語言，包括 Java、Python、R 和 C。

Polinpapilinho F. Katina 是美國南卡羅來納州南卡羅來納大學上州校區（斯巴達堡，南卡羅來納州）的資訊學與工程系副教授。他的研究/教學興趣包括複雜系統治理、關鍵基礎設施系統、不確定性下的決策與分析、新興技術、能源系統（智慧電網）、工程管理、基礎經濟學、製造系統、系統之系統、系統工程、系統病理學和系統思維等領域。

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