会议文集


文集名Advances in Artificial Intelligence in Manufacturing - Proceedings of the 1st European Symposium on Artificial Intelligence in Manufacturing
会议名1st European Symposium on Artificial Intelligence in Manufacturing (ESAIM 2023)
中译名《第一届欧洲制造业中的人工智能讨论会》
会议日期September 19, 2023
会议地点Kaiserslautern, Germany
出版年2024
馆藏号353190


题名作者出版年
An Integrated Active Learning Framework for the Deployment of Machine Learning Models for Defect Detection in Manufacturing EnvironmentsFabian Gonzalez Fragueiro; Daniel Gordo Martin; Alberto Botana Lopez; Adrian Alonso Rial; Jacobo Otero Tranchero; Betty Cortinas Lorenzo; Juan Manuel Fernandez Montenegro; Santiago Muinos-Landin2024
Complex and Big Data Handling and Monitoring Through Machine Learning Towards Digital-Twin in High Precision ManufacturingMarco Grasso; Giuseppe Fogliazza; Bianca Maria Colosimo2024
On Bringing Fault Detection to Skill-Based ProductionPascal Rubel; William Motsch; Hendrik Schafer; Martin Ruskowski2024
Towards an Advanced Artificial Intelligence Architecture Through Asset Administration Shell and Industrial Data SpacesMichel Inigo; Jon Legaristi; Felix Larrinaga; Ekhi Zugasti; Javier Cuenca; Blanca Kremer; Daniel Estepa; Mikel Ayuso; Elena Montejo2024
A Deep Reinforcement Learning Approach for Production Scheduling with the Use of Dispatch RulesPanagiotis Mavrothalassitis; Emmanouil Bakopoulos; Vasilis Siatras; Nikolaos Nikolakis; Kosmas Alexopoulos2024
Parameter Identification in Manufacturing Systems Using Physics-Informed Neural NetworksMd Meraj Khalid; Rene Schenkendorf2024
Detection of Rare Fault Cases for Mobile Robot ApplicationsBenjamin Blumhofer; Jonas Weigand; Leonhard Kunz; Pascal Rubel; Achim Wagner2024
Unsupervised Machine Learning for Blind Rivets Quality InspectionAnder Martin Rebe; Mariluz Penalva; Fernando Veiga; Alain Gil Del Val; Bilal El Moussaoui Abousoliman2024
Enabling Seamless Human-Robot Collaboration in Manufacturing Using LLMsChristos Gkournelos; Christos Konstantinou; Panagiotis Angelakis; George Michalos; Sotiris Makris2024
Enhancing Object Detection Performance for Small Objects Through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial ScenariosJibinraj Antony; Vinit Hegiste; Ali Nazeri; Hooman Tavakoli; Snehal Walunj; Christiane Plociennik; Martin Ruskowski2024
AI Enhanced Processing of Large Parts: Volume Monitoring and Control of Robotic Gluing ApplicationLoukas Prezas; Zoi Arkouli; George Michalos; Sotiris Makris2024
Advancing Human-Robot Interaction Using AI - A Large Language Model (LLM) ApproachNikos Dimitropoulos; Pantelis Papalexis; George Michalos; Sotiris Makris2024
Cognitive Exoskeletons: Harnessing AI for Enhanced Wearable Robotics in ShipbuildingAlexandros Kanakis; Konstantinos Katsampiris-Salgado; Natalia Zacharaki; Nikos Dimitropoulos; Sotiris Makris2024
An Approach for Bin Picking in High-Mix Low-Volume ManufacturingMichael van Bekkum; Yulia Terzieva; Nikoletta Nikolova; Jesse van Oort2024
Risk-Aware Task Sequencing for Human-Robot CollaborationAlex Bonini; Amedeo Cesta; Marta Cialdea Mayer; Andrea Orlandini; Alessandro Umbrico2024
Use of Artificial Intelligence at the Level of Manufacturing ProcessesPanagiotis Stavropoulos; Alexios Papacharalampopoulos; Dionysios Christopoulos2024
Metal Forming Process Efficiency Improvement Based on AI ServicesFernando Boto; Daniel Cabello; Juan Antonio Ortega; Blanca Puigjaner; Asier Alonso2024
Fabric Defect Detection and LocalizationFilipe Oliveira; Davide Carneiro; Hugo Ferreira; Miguel Guimaraes2024
Vision-Based Ladle Monitoring System for Steel FactoriesMohamed Selim; Pablo Lopez de Uralde; Jon Mata; Eider Gorostegui-Colinas; Beatriz Chicote; Alain Pagani; Didier Stricker2024



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