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Advances in artificial intelligence in manufacturing IIproceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in artificial intelligence in manufacturing IIedited by Kosmas Alexopoulos, Sotiris Makris, Panagiotis Stavropoulos.
其他題名:	proceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece /
其他作者:	Alexopoulos, Kosmas.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2025.
面頁冊數:	xvi, 288 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligenceCongresses.Industrial applications
電子資源:	https://doi.org/10.1007/978-3-031-86489-6
ISBN:	9783031864896$q(electronic bk.)

Advances in artificial intelligence in manufacturing IIproceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece /
Advances in artificial intelligence in manufacturing IIproceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece /[electronic resource] :edited by Kosmas Alexopoulos, Sotiris Makris, Panagiotis Stavropoulos. - Cham :Springer Nature Switzerland :2025. - xvi, 288 p. :ill. (some col.), digital ;24 cm. - Lecture notes in mechanical engineering,2195-4364. - Lecture notes in mechanical engineering..

Part I AI in Process Level -- 1 Digital Twins of manufacturing processes under Industry 5.0 -- 2 Recurrent Convolutional Neural Network based defect detection in Submerged Arc Welding processes -- 3 On the use of Generative AI to support in-line process monitoring in Zero-Defect Manufacturing -- 4 Laser Metal Deposition (LMD) process monitoring: from 3D visualization of sensor data towards anomaly detection -- 5 An explainable active learning approach for enhanced defect detection in manufacturing, etc.

Open access.

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.

ISBN: 9783031864896$q(electronic bk.)

Standard No.: 10.1007/978-3-031-86489-6doiSubjects--Topical Terms:

439227
Artificial intelligence
--Industrial applications--Congresses.

LC Class. No.: TS183

Dewey Class. No.: 670.28563

Advances in artificial intelligence in manufacturing IIproceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece /
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