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Soft Sensor Modeling for 3D Transient Temperature Field of Large-Scale Aluminum Alloy Workpieces Based on Multi-Loss Consistency Optimization PINN

Uniform temperature distribution during quenching thermal treatment is crucial for achieving exceptional mechanical and physical properties of alloy materials. Accurate and rapid prediction of the 3D transient temperature field model of large-scale aluminum alloy workpieces is key to realizing effec...

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Detalles Bibliográficos
Autores principales: Shen, Ling, Chen, Zhipeng, Wang, Xinyi, He, Jianjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386696/
https://www.ncbi.nlm.nih.gov/pubmed/37514663
http://dx.doi.org/10.3390/s23146371