LAPSE:2023.29909
Published Article
LAPSE:2023.29909
A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves
Rakshith Subramanya, Matti Yli-Ojanperä, Seppo Sierla, Taneli Hölttä, Jori Valtakari, Valeriy Vyatkin
April 14, 2023
Primary frequency reserves in Northern Europe have traditionally been provided with hydro plants and fossil fuel-burning spinning reserves. Recently, smart distributed energy resources have been equipped with functionality needed to participate on frequency reserves. Key categories of such resources include photovoltaic systems, batteries, and smart loads. Most of these resources are small and cannot provide the minimum controllable power required to participate on frequency reserves. Thus, virtual power plants have been used to aggregate the resources and trade them on the frequency reserves markets. The information technology aspects of virtual power plants are proprietary and many of the details have not been made public. The first contribution of this article is to propose a generic data model and application programming interface for a virtual power plant with the above-mentioned capabilities. The second contribution is to use the application programming interface to cope with the unpredictability of the frequency reserve capacity that the photovoltaic systems and other distributed energy resources are able to provide to the frequency reserves markets in the upcoming bidding period. The contributions are demonstrated with an operational virtual power plant installation at a Northern European shopping center, aggregating photovoltaic Primary Frequency Reserves resources.
Keywords
application programming interface, demand response, forecasting, frequency containment reserve, Machine Learning, neural network, primary frequency reserve, solar power, virtual power plant
Suggested Citation
Subramanya R, Yli-Ojanperä M, Sierla S, Hölttä T, Valtakari J, Vyatkin V. A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves. (2023). LAPSE:2023.29909
Author Affiliations
Subramanya R: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, FI-00076 Espoo, Finland [ORCID]
Yli-Ojanperä M: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, FI-00076 Espoo, Finland
Sierla S: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, FI-00076 Espoo, Finland [ORCID]
Hölttä T: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, FI-00076 Espoo, Finland
Valtakari J: Siemens Osakeyhtiö, 02600 Espoo, Finland
Vyatkin V: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, FI-00076 Espoo, Finland; SRT, Luleå University of Technology, 97187 Luleå, Sweden; International Research Laboratory of Computer Technologies, ITMO
Journal Name
Energies
Volume
14
Issue
5
First Page
1242
Year
2021
Publication Date
2021-02-24
Published Version
ISSN
1996-1073
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Original Submission
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PII: en14051242, Publication Type: Journal Article
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LAPSE:2023.29909
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doi:10.3390/en14051242
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Apr 14, 2023
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