An improved method of applying PSO-BP to optimize PAT energy efficiency based on entropy production theory

•Combining CFD and experimental methods enhances optimization efficiency.•The PSO-BP algorithm improved with entropy production theory (EP) makes PAT efficiency prediction more accurate.•An objective function that includes both pump and turbine conditions reflect comprehensive optimization effects....

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Vydáno v:	Energy conversion and management Ročník 327; s. 119472
Hlavní autoři:	Xu, Wentao, Cheng, Li, Cui, Yuna, Yan, Hongqin, Jiang, Hongying, Jiao, Weixuan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.03.2025
Témata:	administrative management energy efficiency Energy optimization entropy Entropy production fluid mechanics geometry prediction PSO-BP Pump as turbine Entropy production Pump as turbine PSO-BP Energy optimization
ISSN:	0196-8904
On-line přístup:	Získat plný text
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