Performance Predictions of Solar-Assisted Heat Pumps: Methodological Approach and Comparison Between Various Artificial Intelligence Methods

Performance Predictions of Solar-Assisted Heat Pumps: Methodological Approach and Comparison Between Various Artificial Intelligence Methods

The coefficient of performance (COP) is a crucial metric for evaluating the efficiency of heat pump systems. Real-time monitoring of heat pump system performance necessitates continuously collecting and processing data from various components utilizing multiple sensors and controllers. This process...

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Bibliographic Details
Main Authors: Minghui Ma, Oguzhan Pektezel, Vincenzo Ballerini, Paolo Valdiserri, Eugenia Rossi di Schio
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Energies
Subjects:
data-driven intelligent algorithms
prediction models
MLP
SVM
RF
solar-assisted heat pumps
Online Access:https://www.mdpi.com/1996-1073/17/22/5607
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