AI-Powered Smart Manufacturing: Practical Decision-Intelligence Frameworks for Small and Medium Enterprises
暫譯: AI 驅動的智慧製造:中小企業的實用決策智慧框架
Kadam, Akash Abaji
- 出版商: Springer
- 出版日期: 2026-07-14
- 售價: $2,280
- 貴賓價: 9.5 折 $2,166
- 語言: 英文
- 頁數: 89
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3032214653
- ISBN-13: 9783032214652
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
This book discusses how artificial intelligence, machine learning, and digital technology are being used to re-engineer the manufacturing industry. With a particular emphasis on small- and medium-sized enterprises (SMEs), this book debunks the myth that smart factories are expensive and out of reach. By highlighting key features of Industry 4.0 and Industry 5.0, it focuses on AI-driven production optimization, predictive maintenance, quality assurance, supply chain resilience, and green manufacturing. Featuring real-world case examples, data-driven insights, and practical implementation plans, readers gain a clear picture of how AI can enhance efficiency, reduce costs, and foster sustainability.
Key features of the book include illustrations, tables, and simulation-based analyses designed to simplify complex AI applications. It serves as an authoritative guide for manufacturing professionals, supply chain managers, researchers, and policymakers, while also presenting a futuristic vision of human-AI partnerships and the role of AI in reducing carbon footprints through intelligent energy management. Whether you are an industry leader seeking AI integration solutions or a researcher interested in next-generation intelligent manufacturing, this book acts as a manual for building an affordable, AI-enabled, and sustainable industrial ecosystem.
商品描述(中文翻譯)
本書探討人工智慧、機器學習和數位技術如何被用來重新設計製造業。特別強調中小型企業(SMEs),本書揭穿了智慧工廠昂貴且難以觸及的迷思。通過突顯工業4.0和工業5.0的關鍵特徵,重點關注以AI驅動的生產優化、預測性維護、品質保證、供應鏈韌性和綠色製造。書中包含真實案例、數據驅動的見解和實用的實施計劃,讓讀者清楚了解AI如何提升效率、降低成本並促進可持續性。
本書的主要特點包括插圖、表格和基於模擬的分析,旨在簡化複雜的AI應用。它作為製造專業人士、供應鏈管理者、研究人員和政策制定者的權威指南,同時也展現了人類與AI合作的未來願景,以及AI在透過智能能源管理減少碳足跡中的角色。無論您是尋求AI整合解決方案的行業領袖,還是對下一代智能製造感興趣的研究人員,本書都可作為建立一個可負擔的、AI驅動的和可持續的工業生態系統的手冊。
作者簡介
Akash Kadam is an experienced mechanical engineer and also an independent researcher in smart supply chain systems, advanced manufacturing, and design innovation. He is an M.E. in Mechanical Engineering from Texas A&M University-Kingsville and over a decade of professional experience. He has led influential, self-driven research summing up AI, IoT, blockchain, and sustainability in Industry 4.0 and 5.0 paradigms. Through multiple authored papers and strategic outlooks, he contributes operational resilience, digital transformation, and quality excellence. Through his work, the future of smart manufacturing and world dominance in supply chains is proved to encompass considerable original work.
作者簡介(中文翻譯)
Akash Kadam 是一位經驗豐富的機械工程師,同時也是智能供應鏈系統、高級製造和設計創新方面的獨立研究員。他擁有德克薩斯農工大學金斯維爾校區的機械工程碩士學位,並擁有超過十年的專業經驗。他主導了多項具有影響力的自我驅動研究,總結了人工智慧 (AI)、物聯網 (IoT)、區塊鏈和可持續性在工業 4.0 和 5.0 範式中的應用。通過多篇作者論文和戰略展望,他為運營韌性、數位轉型和品質卓越做出了貢獻。通過他的工作,智能製造的未來以及供應鏈的全球主導地位被證明包含了相當多的原創性工作。