4.7 Article

A determination method of defrosting start time with frost accumulation amount tracking in air source heat pump systems

期刊

APPLIED THERMAL ENGINEERING
卷 184, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.applthermaleng.2020.116405

关键词

Air source heat pump; Frost deposition; Defrosting control; Image processing

资金

  1. Institute of Advanced Machinery and Design (IAMD) of Seoul National University
  2. Institute of Engineering Research (IER) of Seoul National University
  3. Brain Korea 21 phase Four Project of the Ministry of Education (MOE, Rep. Korea)
  4. National Research Foundation (NRF) - Ministry of Science and ICT (MSIT, Rep. Korea) [NRF-2019R1A2C2087893]
  5. R&D Center for reduction of Non-CO2 Greenhouse gases - Ministry of Environment (ME, Rep. Korea) as Global Top Environment RD Program [2017002430001]

向作者/读者索取更多资源

A novel determination method of defrosting start time based on frost accumulation amount tracking (FAAT) is proposed for air source heat pump systems, which predicts the volumetric blockage ratio in real-time. The method shows a root mean square error of 6.2% on a time basis and 5.1% on a capacity basis, demonstrating reliability and robustness. Additionally, the method is shown to be robust under varying frost non-uniformity on the evaporator.
In this paper, a novel determination method of defrosting start time based on frost accumulation amount tracking (FAAT) is proposed for air source heat pump systems. This method keeps tracking of the amount of newly deposited frost every time step using typical sensors adopted in the commercial heat pump systems. This is to predict the current volumetric blockage ratio in real-time and determine the defrosting start time. To develop the method, firstly, the reliability of the prediction results is validated with experimental data. Then, the feasibility of the suggested determination method is evaluated under various air ambient and system operating conditions. The result shows that the determination method has a root mean square error of 6.2% on a time basis and 5.1% on a capacity basis. Lastly, the influence of non-uniform frost distribution on the evaporator is investigated. It is shown that the determination method attains the robustness under varying frost non-uniformity.

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