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

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Pubblicato in:	Processes vol. 13, no. 9 (2025), p. 2860-2872
Autore principale:	Liu, Sijia
Altri autori:	An, Qi, Yuan Ziyi, Pengchao, Lei
Pubblicazione:	MDPI AG
Soggetti:	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
Accesso online:	Citation/Abstract Full Text + Graphics Full Text - PDF
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