國立虎尾科技大學 |

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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advances in artificial intelligence in manufacturing II/ edited 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:	Stavropoulos, Panagiotis.
團體作者:	Workshop on the Preservation of Stability under Discretization
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:	User Interfaces and Human Computer Interaction. -
電子資源:	https://doi.org/10.1007/978-3-031-86489-6
ISBN:	9783031864896

Advances in artificial intelligence in manufacturing II = proceedings 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

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

669793
User Interfaces and Human Computer Interaction.

LC Class. No.: TS183

Dewey Class. No.: 670.28563

Advances in artificial intelligence in manufacturing II = proceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece /
LDR:02630nam a2200349 a 4500 001 1161433
003 DE-He213
005 20250322115435.0
006 m d
007 cr nn 008maaau
008 251029s2025 sz s 0 eng d
020 $a 9783031864896 $q (electronic bk.)
020 $a 9783031864889 $q (paper)
024 7 $a 10.1007/978-3-031-86489-6 $2 doi
035 $a 978-3-031-86489-6
040 $a GP $c GP
041 0 $a eng
050 4 $a TS183
072 7 $a TJFM $2 bicssc
072 7 $a TEC007000 $2 bisacsh
072 7 $a TJFM $2 thema
082 0 4 $a 670.28563 $2 23
090 $a TS183 $b .E89 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Advances in artificial intelligence in manufacturing II $h [electronic resource] : $b proceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece / $c edited by Kosmas Alexopoulos, Sotiris Makris, Panagiotis Stavropoulos.
260 $a Cham : $c 2025. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xvi, 288 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in mechanical engineering, $x 2195-4364
505 0 $a 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.
506 $a Open access.
520 $a 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.
650 2 4 $a User Interfaces and Human Computer Interaction. $3 669793
650 2 4 $a Industrial and Production Engineering. $3 593943
650 1 4 $a Control, Robotics, Automation. $3 1365878
650 0 $a Manufacturing processes $x Technological innovations $v Congresses. $3 1488306
650 0 $a Artificial intelligence $x Industrial applications $v Congresses. $3 787134
700 1 $a Stavropoulos, Panagiotis. $3 1415156
700 1 $a Makris, Sotiris. $e author. $3 1353966
700 1 $a Alexopoulos, Kosmas. $3 1488375
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in mechanical engineering. $3 882570
856 4 0 $u https://doi.org/10.1007/978-3-031-86489-6
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)