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Machine learning-based support for machining process predictive maintenance
作者Konrad Krzempek; Mateusz Janik; Piotr Sobecki; Dariusz Mazurkiewicz; Tomasz Żabiński; Grzegorz Piecuch
作者单位Faculty of Metals Engineering and Industrial Computer Science, AGH University of Krakow, al. A. Mickiewicza 30, 30‑059 Kraków, Poland; National Information Processing Institute, Niepodległości 188B, 00-608, Warsaw, Poland; Laboratory of Artificial Intelligence, Central Office of Measures, Elektoralna 2, Warsaw, 00-137, Poland; Department of Production Engineering Fundamentals, Mechanical Engineering Faculty, Lublin University of Technology, Nadbystrzycka 36, 20-618, Lublin, Poland; Department of Electrical and Computer Engineering, Rzeszów University of Technology, Al. Powstanców Warszawy 12, 35-959, Rzeszów, Poland
Extending geometric flexibility in friction welding: A comparative study of orbital and rotary friction welding
作者Lucia Sauter; Stefan Weihe; Martin Werz
作者单位Institute for Materials Testing, Materials Science and Strength of Materials (IMWF) University of Stuttgart, Pfaffenwaldring 32, Stuttgart, 70569, Germany; Materials Testing Institute (MPA) University of Stuttgart, Pfaffenwaldring 32, Stuttgart, 70569, Germany
Causal relationship between numerically predicted evaporation-pressure fluctuations and experimentally measured structure-borne acoustic emissions in laser melting
作者Elia Iseli; Chang Rajani; Roland Richter; Patrik Hoffmann
作者单位Swiss Federal Laboratories for Materials Science and Technology, Switzerland
Geometry-driven hole-aware adaptive infill for improved tensile performance of FFF components
作者Andrea Montalti; Taichi Yamashita; Taiyo Nakamura; Alfredo Liverani; Akihiro Takezawa
作者单位Department of Industrial Engineering, Alma Mater Studiorum University of Bologna, Bologna, Italy; Department of Applied Mechanics and Aerospace Engineering, School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan
Statistical assessment of keyhole stability in laser beam welding assisted by oscillating magnetic fields
作者Fan Yang; Xiangmeng Meng; Stephen Nugraha Putra; Marcel Bachmann; Michael Rethmeier
作者单位Bundesanstalt für Materialforschung und -prüfung (BAM), Unter den Eichen 87, 12205, Berlin, Germany; Production Technology Group, Technische Universität Ilmenau, Gustav-Kirchhoff-Platz 2, 98693, Ilmenau, Germany; Fraunhofer Institute for Production Systems and Design Technology IPK, Pascalstrasse 8–9, 10587 Berlin, Germany; Institute of Machine Tools and Factory Management, Technische Universität Berlin, Pascalstrasse 8–9, 10587 Berlin, Germany
Tool wear estimation in drilling of Inconel 718 via Bayesian state-space modeling
作者Felipe Ponce-Vanegas; Asier Artabe; Roberto Polvorosa; Reinaldo Espina-Navarro; Asier Fernández; Norberto López de Lacalle
作者单位Aeronautics Advanced Manufacturing Centre, University of the Basque Country, Basque Country Technology Park, Ed. 202, Zamudio, 48170, País Vasco, Spain; Basque Center for Applied Mathematics, Mazarredo 14, Bilbao, 48009, País Vasco, Spain
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