Advances in Artificial Intelligence in Manufacturing II: Proceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, Octobe
暫譯: 製造業人工智慧進展 II:第二屆歐洲製造業人工智慧研討會論文集
Alexopoulos, Kosmas, Makris, Sotiris, Stavropoulos, Panagiotis
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商品描述
This open access book reports on recent developments of artificial intelligence applications in the manufacturing industry. Gathering contributions to the second European Symposium on Artificial Intelligence in Manufacturing, held on October 16, 2024, in Athens, Greece, it reports on machine learning, deep learning and generative AI models for process monitoring, optimization, and control, flexible and precise industrial robots, human-robot collaboration, data management and information technologies, digital twins, data augmentation and synthetic data. Giving a special emphasis to the integration of artificial intelligence in manufacturing systems, automation and processes, this book offers a timely and practice-oriented guide to a multidisciplinary audience of engineering researchers, system developers, AI scientists and industrial managers.
商品描述(中文翻譯)
這本開放存取的書籍報告了人工智慧在製造業應用的最新發展。該書匯集了2024年10月16日在希臘雅典舉行的第二屆歐洲製造業人工智慧研討會的貢獻,報導了用於過程監控、優化和控制的機器學習、深度學習和生成式AI模型、靈活且精確的工業機器人、人機協作、數據管理和資訊技術、數位雙胞胎、數據增強和合成數據。這本書特別強調人工智慧在製造系統、自動化和過程中的整合,為工程研究人員、系統開發者、AI科學家和工業管理者等多學科的讀者提供了一本及時且實用的指南。