A COP Prediction Model of Hybrid Geothermal Heat Pump Systems based on ANN and SVM with Hyper-Parameters Optimization

When the geothermal heat pump system is operated due to an imbalance in the heating and cooling load, the system performance is lowered due to the occurrence of a thermal environment problem in the ground. To solve the performance degradation, a hybrid geothermal heat pump system with an added auxil...

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Bibliographic Details

Main Authors:	Jihyun Shin, Jinhyun Lee, Younghum Cho
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2023-06-01
Series:	Applied Sciences
Subjects:	hybrid geothermal heat pump system artificial neural network support vector machine hyper-parameter coefficient of performance
Online Access:	https://www.mdpi.com/2076-3417/13/13/7771
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