Performance improvement of air-source heat pump via optimum control based on artificial neural network

The use of air source heat pump (ASHP) systems is an economically viable strategy for building decarbonization. However, the ASHP energy performance deteriorates under severe conditions around a building. Researchers have conducted studies for optimal compressor control to overcome these limitations...

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Bibliographic Details
Main Authors: Soowon Chae, Sangmu Bae, Yujin Nam
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723010727