Verification and analysis of a Battery Energy Storage System model
Energy Storage System modelling is the foundation for research into the deployment and optimization of energy storage in new and existing applications. The increasing penetration of renewable energy into electrical grids worldwide means energy storage is becoming a vital component in the modern elec...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-11-01
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| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484722008885 |
| _version_ | 1811178981244796928 |
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| author | Andrew J. Hutchinson Daniel T. Gladwin |
| author_facet | Andrew J. Hutchinson Daniel T. Gladwin |
| author_sort | Andrew J. Hutchinson |
| collection | DOAJ |
| description | Energy Storage System modelling is the foundation for research into the deployment and optimization of energy storage in new and existing applications. The increasing penetration of renewable energy into electrical grids worldwide means energy storage is becoming a vital component in the modern electrical distribution system. In this paper, a model for a Battery Energy Storage System developed in MATLAB/Simulink is introduced and subsequently experimentally verified against an existing 2 MW installation operated by The University of Sheffield (Willenhall). The model presented in this paper achieved average Root Mean Square Error (RMSE) values of 1.29% and 1.05% when comparing the state of charge (SOC) of the model with two different methods of SOC measurement at the Willenhall installation. The methodology behind fine tuning the model to decrease the average RMSE is presented and discussed. |
| first_indexed | 2024-04-11T06:27:10Z |
| format | Article |
| id | doaj.art-4181a82e49a24aff8c8cc4c2809b35c9 |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-04-11T06:27:10Z |
| publishDate | 2022-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-4181a82e49a24aff8c8cc4c2809b35c92022-12-22T04:40:19ZengElsevierEnergy Reports2352-48472022-11-0184147Verification and analysis of a Battery Energy Storage System modelAndrew J. Hutchinson0Daniel T. Gladwin1Corresponding author.; Department of Electrical and Electronic Engineering, University of Sheffield, Western Bank, S10 2TN, United KingdomDepartment of Electrical and Electronic Engineering, University of Sheffield, Western Bank, S10 2TN, United KingdomEnergy Storage System modelling is the foundation for research into the deployment and optimization of energy storage in new and existing applications. The increasing penetration of renewable energy into electrical grids worldwide means energy storage is becoming a vital component in the modern electrical distribution system. In this paper, a model for a Battery Energy Storage System developed in MATLAB/Simulink is introduced and subsequently experimentally verified against an existing 2 MW installation operated by The University of Sheffield (Willenhall). The model presented in this paper achieved average Root Mean Square Error (RMSE) values of 1.29% and 1.05% when comparing the state of charge (SOC) of the model with two different methods of SOC measurement at the Willenhall installation. The methodology behind fine tuning the model to decrease the average RMSE is presented and discussed.http://www.sciencedirect.com/science/article/pii/S2352484722008885Battery energy storageModellingMATLABSimulink |
| spellingShingle | Andrew J. Hutchinson Daniel T. Gladwin Verification and analysis of a Battery Energy Storage System model Energy Reports Battery energy storage Modelling MATLAB Simulink |
| title | Verification and analysis of a Battery Energy Storage System model |
| title_full | Verification and analysis of a Battery Energy Storage System model |
| title_fullStr | Verification and analysis of a Battery Energy Storage System model |
| title_full_unstemmed | Verification and analysis of a Battery Energy Storage System model |
| title_short | Verification and analysis of a Battery Energy Storage System model |
| title_sort | verification and analysis of a battery energy storage system model |
| topic | Battery energy storage Modelling MATLAB Simulink |
| url | http://www.sciencedirect.com/science/article/pii/S2352484722008885 |
| work_keys_str_mv | AT andrewjhutchinson verificationandanalysisofabatteryenergystoragesystemmodel AT danieltgladwin verificationandanalysisofabatteryenergystoragesystemmodel |