A study of photovoltaic/thermal (PVT)-ground source heat pump hybrid system by using fuzzy logic control

被引:60
|
作者
Putrayudha, S. Andrew [1 ]
Kang, Eun Chul [2 ]
Evgueniy, E. [3 ]
Libing, Y. [3 ]
Lee, Euy Joon [1 ,2 ]
机构
[1] Univ Sci & Technol, Dept Renewable Energy Engn, Daejeon 305343, South Korea
[2] Korea Inst Energy Res, Energy Thermal Convers Lab, Daejeon 305343, South Korea
[3] CanmetENERGY, Renewable & Integrated Energy Syst Lab, Ottawa, ON, Canada
关键词
Ground source heat pump (GSHP); Photovoltaic/thermal; Control system; Fuzzy logic; Optimization; On-off control; STORAGE;
D O I
10.1016/j.applthermaleng.2015.06.019
中图分类号
O414.1 [热力学];
学科分类号
摘要
Renewable Heat Obligation (RHO) implementation in every country becomes an important issue to utilize more renewable energy sources while reducing the usage of fossil fuel. In 2014, South Korea has a target that every commercial building construction that exceeding 10,000 m(2) has to have on-site new & renewable power generation such as combined heat in the beginning of 2016. Photovoltaic/Thermal (PVT) and Geothermal hybrid systems have been introduced in previous research (E.J. Lee et al.) and it showed a great result from its efficiency and also its power consumption for single and multi-building cases. In this paper, Fuzzy Logic control has been applied to optimize the energy consumption of the system. By comparing it with conventional on-off control, fuzzy logic control system shows a better result in reducing primary energy consumption for both heating and cooling systems annually. Two cases were introduced in this paper, GSHP system and PVT-GSHP system with both on-off and fuzzy logic applied respectively. As a result, it shows that fuzzy logic control consumed 13.3% less energy compared with on-off controller for GSHP system annually and 18.3% less energy compared to on-off controller for PVT-GSHP system annually. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:578 / 586
页数:9
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