Experimental performance analysis of a multiple-source and multiple-use heat pump system: a predictive ANN model of sky-source heat pump

In this study, an artificial neural network (ANN) was used to model the thermal performance of a novel direct-expansion solar-assisted sky-source heat pump (SSHP) during winter. The input parameters of the ANN take into account the weather conditions, water loop characteristics, and the compressor c...

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Bibliographic Details
Main Authors: Wen Ke, Ooka Ryozo, Hino Toshiyuki, Liu Mingzhe, Lee Doyun, Choi Wonjun, Ikeda Shintaro, Palasz Djafar Reza
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/37/e3sconf_clima2019_05018.pdf