Physics-Informed Neural Networks for Parameter Identification of Equivalent Thermal Parameters in Residential Buildings During Winter Electric Heating

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Detalles Bibliográficos
Publicado en:	Processes vol. 13, no. 9 (2025), p. 2860-2872
Autor Principal:	Liu, Sijia
Outros autores:	An, Qi, Yuan Ziyi, Pengchao, Lei
Publicado:	MDPI AG
Materias:	Energy management Accuracy Regression analysis Parameter identification Optimization techniques Equivalence Thermodynamic properties Residential buildings Heuristic Heuristic methods Efficiency Heat transfer Residential energy Data integrity Physics Neural networks Inverse problems Temperature Winter Electric heating Problem solving Learning Statistical methods Computing time
Acceso en liña:	Citation/Abstract Full Text + Graphics Full Text - PDF
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