Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump
Ground source heat pumps (GSHPs) are now widely used in community integrated energy systems (CIES) because of their high efficiency in energy conversion. However, the coefficient of performance (COP) of GSHPs is unstable if the soil temperature changes with seasonal imbalanced cooling and heating lo...
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doaj-168918e4340e4ec79187aa5b810ba8162020-11-25T03:25:13ZengMDPI AGSustainability2071-10502020-06-01124627462710.3390/su12114627Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat PumpJianan Liu0Hao Yu1Haoran Ji2Kunpeng Zhao3Chaoxian Lv4Peng Li5Key Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin 300072, ChinaState Grid Customer Service Centre, Tianjin 300300, ChinaSchool of Electrical and Power Engineering, China University of Mining and Technology, Xuzhou 221116, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin 300072, ChinaGround source heat pumps (GSHPs) are now widely used in community integrated energy systems (CIES) because of their high efficiency in energy conversion. However, the coefficient of performance (COP) of GSHPs is unstable if the soil temperature changes with seasonal imbalanced cooling and heating loads, thus downgrading the overall performance of CIES. In this paper, an annual optimization model for CIES that considers the seasonal balance of a GSHP is established. Then, a day-ahead operation strategy based on the pre-allocated load of the GSHP in the yearly balance is proposed while considering the uncertainties in daily conditions. The proposed strategy is validated on a practical CIES in China and assessed on a year-round time scale. The results show that the operation of CIES can be stable, economical and sustainable while ensuring the seasonal balance of the GSHP.https://www.mdpi.com/2071-1050/12/11/4627community integrated energy system (CIES)ground source heat pump (GSHP)seasonal balanceuncertaintiescoefficient of performance (COP)optimal operation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jianan Liu Hao Yu Haoran Ji Kunpeng Zhao Chaoxian Lv Peng Li |
spellingShingle |
Jianan Liu Hao Yu Haoran Ji Kunpeng Zhao Chaoxian Lv Peng Li Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump Sustainability community integrated energy system (CIES) ground source heat pump (GSHP) seasonal balance uncertainties coefficient of performance (COP) optimal operation |
author_facet |
Jianan Liu Hao Yu Haoran Ji Kunpeng Zhao Chaoxian Lv Peng Li |
author_sort |
Jianan Liu |
title |
Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump |
title_short |
Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump |
title_full |
Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump |
title_fullStr |
Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump |
title_full_unstemmed |
Optimal Operation Strategy of a Community Integrated Energy System Constrained by the Seasonal Balance of a Ground Source Heat Pump |
title_sort |
optimal operation strategy of a community integrated energy system constrained by the seasonal balance of a ground source heat pump |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2020-06-01 |
description |
Ground source heat pumps (GSHPs) are now widely used in community integrated energy systems (CIES) because of their high efficiency in energy conversion. However, the coefficient of performance (COP) of GSHPs is unstable if the soil temperature changes with seasonal imbalanced cooling and heating loads, thus downgrading the overall performance of CIES. In this paper, an annual optimization model for CIES that considers the seasonal balance of a GSHP is established. Then, a day-ahead operation strategy based on the pre-allocated load of the GSHP in the yearly balance is proposed while considering the uncertainties in daily conditions. The proposed strategy is validated on a practical CIES in China and assessed on a year-round time scale. The results show that the operation of CIES can be stable, economical and sustainable while ensuring the seasonal balance of the GSHP. |
topic |
community integrated energy system (CIES) ground source heat pump (GSHP) seasonal balance uncertainties coefficient of performance (COP) optimal operation |
url |
https://www.mdpi.com/2071-1050/12/11/4627 |
work_keys_str_mv |
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