AI for Advanced Manufacturing and Industrial Applications
暫譯: 先進製造與工業應用的人工智慧
Sarkar, Bidyut, Paul, Rudrendu Kumar
商品描述
This book provides a deep dive into the applications of Artificial Intelligence (AI) in advanced manufacturing and intelligent autonomous systems. Through real-world use cases and cutting-edge insights, it examines how AI, machine learning, IoT, and Industry 5.0 are revolutionizing manufacturing processes from end to end.
Discover how integrating AI technologies with data analytics and IoT can unlock smarter, more efficient, and adaptable manufacturing solutions. Learn how predictive algorithms can foresee equipment failures, optimize inventory in real time, and enable autonomous robots to handle complex tasks, from assembly to logistics. With these innovations, manufacturers can achieve new levels of productivity, drive innovation, and create future-ready business models.
Designed for industry practitioners, decision-makers, and aspiring professionals, this comprehensive guide offers actionable strategies and practical insights for implementing AI in advanced manufacturing. Whether you're a leader seeking to modernize operations or a graduate student aiming to enter this dynamic field, this book will empower you to navigate and leverage the next frontier of industrial innovation.
商品描述(中文翻譯)
這本書深入探討人工智慧(AI)在先進製造和智能自主系統中的應用。通過真實案例和前沿見解,該書檢視了AI、機器學習、物聯網(IoT)和工業5.0如何從頭到尾徹底改變製造過程。
了解如何將AI技術與數據分析和物聯網整合,從而解鎖更智能、更高效和更具適應性的製造解決方案。學習如何利用預測算法預見設備故障、實時優化庫存,並使自主機器人能夠處理從組裝到物流的複雜任務。通過這些創新,製造商可以實現新的生產力水平,推動創新,並創造未來準備好的商業模式。
本書專為行業從業者、決策者和有志專業人士設計,提供可行的策略和實用的見解,以在先進製造中實施AI。無論您是尋求現代化運營的領導者,還是希望進入這個充滿活力領域的研究生,本書都將使您能夠駕馭並利用工業創新的下一個前沿。
作者簡介
Bidyut Sarkar is an IT professional specializing in the life science and industrial manufacturing industry. Over his 20-year career at IBM, he has developed a blend of industry experience, a comprehensive understanding of AI and Analytics, and strategic solutioning skills.
Rudrendu Kumar Paul is an AI expert and applied ML industry professional with over a decade of experience across multiple industries. He has a strong background in managing end-to-end machine learning processes at some of the top Fortune 50 companies.
作者簡介(中文翻譯)
Bidyut Sarkar 是一位專注於生命科學和工業製造行業的 IT 專業人士。在 IBM 工作的 20 年職業生涯中,他積累了行業經驗,對 AI 和分析有全面的理解,並具備戰略解決方案的技能。
Rudrendu Kumar Paul 是一位 AI 專家和應用機器學習(ML)行業專業人士,擁有超過十年的多行業經驗。他在一些頂尖的 Fortune 50 公司中,擁有管理端到端機器學習流程的豐富背景。