Experimental investigation and validation on an air-source heat pump frosting state recognition method based on fan current fluctuation signal and machine learning-Reference-Cited by-同舟云学术

Experimental investigation and validation on an air-source heat pump frosting state recognition method based on fan current fluctuation signal and machine learning

Published:2024-03 Issue: Volume:291 Page:130372
ISSN:0360-5442
Container-title:Energy
language:en
Short-container-title:Energy

Author:

Xu Yingjie,Zhao Ruiying,Wu Kai,Jin Huaqiang,Song Mengjie,Shen Xi^ORCID

Publisher

Elsevier BV

Reference40 articles.

1. A review of heat pump systems for heating and cooling of buildings in China in the last decade;Ni;Renew Energy,2015

2. An experimental study on time-based start defrosting control strategy optimization for an air source heat pump unit with frost evenly distributed and melted frost locally drained;Song;Energy Build,2018

3. Thermodynamic analyses and performance improvement on a novel cascade-coupling-heating heat pump system for high efficiency hot water production;Xu;Energy Convers Manag,2023

4. FY China's ASHP Sales [DB/OL],2023

5. Field test investigation of the characteristics for the air source heat pump under two typical mal-defrost phenomena;Wang;Appl Energy,2011

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1. Dynamic modeling and defrost optimization for air source heat pumps: A deep learning and autoregression approach;Energy and Buildings;2024-11

2. An Experimental Investigation on Frosting Characteristics and Performance of Microchannel Evaporators with Varied Aspect Ratios;Energy;2024-09

3. A prediction model of air-source heat pump system performance with frost-retarded heater;Applied Thermal Engineering;2024-07