LAPSE:2023.23093
Published Article

LAPSE:2023.23093
Aquifer Thermal Energy Storage (ATES) for District Heating and Cooling: A Novel Modeling Approach Applied in a Case Study of a Finnish Urban District
March 27, 2023
Abstract
Aquifer thermal energy storage (ATES) combined with ground-source heat pumps (GSHP) offer an attractive technology to match supply and demand by efficiently recycling heating and cooling loads. This study analyses the integration of the ATES−GSHP system in both district heating and cooling networks of an urban district in southwestern Finland, in terms of technoeconomic feasibility, efficiency, and impact on the aquifer area. A novel mathematical modeling for GSHP operation and energy system management is proposed and demonstrated, using hourly data for heating and cooling demand. Hydrogeological and geographic data from different Finnish data sources is retrieved in order to calibrate and validate a groundwater model. Two different scenarios for ATES operation are investigated, limited by the maximum pumping flow rate of the groundwater area. The additional precooling exchanger in the second scenario resulted in an important advantage, since it increased the heating and cooling demand covered by ATES by 13% and 15%, respectively, and decreased the energy production cost by 5.2%. It is concluded that dispatching heating and cooling loads in a single operation, with annually balanced ATES management in terms of energy and pumping flows resulted in a low long-term environmental impact and is economically feasible (energy production cost below 30 €/MWh).
Aquifer thermal energy storage (ATES) combined with ground-source heat pumps (GSHP) offer an attractive technology to match supply and demand by efficiently recycling heating and cooling loads. This study analyses the integration of the ATES−GSHP system in both district heating and cooling networks of an urban district in southwestern Finland, in terms of technoeconomic feasibility, efficiency, and impact on the aquifer area. A novel mathematical modeling for GSHP operation and energy system management is proposed and demonstrated, using hourly data for heating and cooling demand. Hydrogeological and geographic data from different Finnish data sources is retrieved in order to calibrate and validate a groundwater model. Two different scenarios for ATES operation are investigated, limited by the maximum pumping flow rate of the groundwater area. The additional precooling exchanger in the second scenario resulted in an important advantage, since it increased the heating and cooling demand covered by ATES by 13% and 15%, respectively, and decreased the energy production cost by 5.2%. It is concluded that dispatching heating and cooling loads in a single operation, with annually balanced ATES management in terms of energy and pumping flows resulted in a low long-term environmental impact and is economically feasible (energy production cost below 30 €/MWh).
Record ID
Keywords
aquifer thermal energy storage (ATES), ATES integration, district heating and cooling, ground-source heat pump (GSHP), mathematical and groundwater modeling, MODFLOW
Subject
Suggested Citation
Todorov O, Alanne K, Virtanen M, Kosonen R. Aquifer Thermal Energy Storage (ATES) for District Heating and Cooling: A Novel Modeling Approach Applied in a Case Study of a Finnish Urban District. (2023). LAPSE:2023.23093
Author Affiliations
Todorov O: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland [ORCID]
Alanne K: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland
Virtanen M: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland
Kosonen R: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland; College of Urban Construction, Nanjing Tech University, Nanjing 211800, China [ORCID]
Alanne K: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland
Virtanen M: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland
Kosonen R: Department of Mechanical Engineering, Aalto University, 02150 Espoo, Finland; College of Urban Construction, Nanjing Tech University, Nanjing 211800, China [ORCID]
Journal Name
Energies
Volume
13
Issue
10
Article Number
E2478
Year
2020
Publication Date
2020-05-14
ISSN
1996-1073
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Original Submission
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PII: en13102478, Publication Type: Journal Article
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LAPSE:2023.23093
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https://doi.org/10.3390/en13102478
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Mar 27, 2023
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