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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Main Authors: Jianan Liu, Hao Yu, Haoran Ji, Kunpeng Zhao, Chaoxian Lv, Peng Li
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/11/4627
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spelling 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
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