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Optimizing ultrasonic welding parameters for multilayer lap joints of PEEK and carbon fibers by neural network simulation

Autor: Panin, Sergey V., Stepanov, Dmitry Yu., Byakov, Anton V.

Publikováno v: Materials. 2022. Vol. 15, № 19. P. 6939 (1-20)
Materials; Volume 15; Issue 19; Pages: 6939

The aim of this study is to substantiate the use machine learning methods to optimize a combination of ultrasonic welding (USW) parameters for manufacturing of multilayer lap joints consisting of two outer PEEK layers, a middle prepreg of unidirectio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5196513b359450d1b56c066da176c097
https://vital.lib.tsu.ru/vital/access/manager/Repository/koha:000998200

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Lamb Wave Based Ultrasonic Technique for AA2024 Fatigue Evaluation

Autor: Burkov, Mikhail V., Eremin, Alexander V., Byakov, Anton V., Shah, Ronak T., Lyubutin, Pavel S., Panin, Sergey V.

Publikováno v: Key Engineering Materials; February 2016, Vol. 685 Issue: 1 p399-402, 4p

Optimizing Ultrasonic Welding Parameters for Multilayer Lap Joints of PEEK and Carbon Fibers by Neural Network Simulation.

Autor: Panin SV; Department of Innovative Programs and Projects, National Research Tomsk State University, 634050 Tomsk, Russia.; Laboratory of Mechanics of Polymer Composite Materials, Institute of Strength Physics and Materials Science SB RAS, 634055 Tomsk, Russia., Stepanov DY; Department of Innovative Programs and Projects, National Research Tomsk State University, 634050 Tomsk, Russia., Byakov AV; Department of Innovative Programs and Projects, National Research Tomsk State University, 634050 Tomsk, Russia.

Publikováno v: Materials (Basel, Switzerland) [Materials (Basel)] 2022 Oct 06; Vol. 15 (19). Date of Electronic Publication: 2022 Oct 06.