Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System
This work discusses the use of a battery energy storage system applied to the smoothing of power generated at the output of wind turbines based on a fuzzy logic power control. The fuzzy control logic proposed can perform the aforementioned activity while the state of charge of the energy storage sys...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-08-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/16/16/6017 |
| _version_ | 1797584808244674560 |
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| author | Pablo L. Tabosa da Silva Pedro A. Carvalho Rosas José F. C. Castro Davidson da Costa Marques Ronaldo R. B. Aquino Guilherme F. Rissi Rafael C. Neto Douglas C. P. Barbosa |
| author_facet | Pablo L. Tabosa da Silva Pedro A. Carvalho Rosas José F. C. Castro Davidson da Costa Marques Ronaldo R. B. Aquino Guilherme F. Rissi Rafael C. Neto Douglas C. P. Barbosa |
| author_sort | Pablo L. Tabosa da Silva |
| collection | DOAJ |
| description | This work discusses the use of a battery energy storage system applied to the smoothing of power generated at the output of wind turbines based on a fuzzy logic power control. The fuzzy control logic proposed can perform the aforementioned activity while the state of charge of the energy storage system is maintained within operational limits. In order to assess the fuzzy logic power control’s effectiveness at maintaining the state of charge levels within the allowed range, two operating situations are explored: one in which the state of charge is above the upper limit allowed, and another in which the state of charge is in the minimum value allowed. The numerical results show that, when using the battery energy storage system in conjunction with the control logic proposed, the active power provided as the point of common coupling by the wind turbines can be smoothed, thus contributing to the Electric Power System reliability and stability. The main results of this paper are based on measurements of wind and active power associated with a wind generation plant installed in the northeast region of Brazil and equipped with 2.1 MW wind turbines. |
| first_indexed | 2024-03-10T23:57:56Z |
| format | Article |
| id | doaj.art-0b71b44cdc6e4a95ac93db093db72144 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T23:57:56Z |
| publishDate | 2023-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-0b71b44cdc6e4a95ac93db093db721442023-11-19T00:57:32ZengMDPI AGEnergies1996-10732023-08-011616601710.3390/en16166017Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage SystemPablo L. Tabosa da Silva0Pedro A. Carvalho Rosas1José F. C. Castro2Davidson da Costa Marques3Ronaldo R. B. Aquino4Guilherme F. Rissi5Rafael C. Neto6Douglas C. P. Barbosa7Department of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilDepartment of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilDepartment of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilDepartment of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilDepartment of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilCPFL Energy, Campinas 13087-397, SP, BrazilDepartment of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilDepartment of Electrical Engineering, Federal University of Pernambuco (UFPE), Recife 50670-901, PE, BrazilThis work discusses the use of a battery energy storage system applied to the smoothing of power generated at the output of wind turbines based on a fuzzy logic power control. The fuzzy control logic proposed can perform the aforementioned activity while the state of charge of the energy storage system is maintained within operational limits. In order to assess the fuzzy logic power control’s effectiveness at maintaining the state of charge levels within the allowed range, two operating situations are explored: one in which the state of charge is above the upper limit allowed, and another in which the state of charge is in the minimum value allowed. The numerical results show that, when using the battery energy storage system in conjunction with the control logic proposed, the active power provided as the point of common coupling by the wind turbines can be smoothed, thus contributing to the Electric Power System reliability and stability. The main results of this paper are based on measurements of wind and active power associated with a wind generation plant installed in the northeast region of Brazil and equipped with 2.1 MW wind turbines.https://www.mdpi.com/1996-1073/16/16/6017power smoothingfuzzy inferencewind turbinesenergy storage systems |
| spellingShingle | Pablo L. Tabosa da Silva Pedro A. Carvalho Rosas José F. C. Castro Davidson da Costa Marques Ronaldo R. B. Aquino Guilherme F. Rissi Rafael C. Neto Douglas C. P. Barbosa Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System Energies power smoothing fuzzy inference wind turbines energy storage systems |
| title | Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System |
| title_full | Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System |
| title_fullStr | Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System |
| title_full_unstemmed | Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System |
| title_short | Power Smoothing Strategy for Wind Generation Based on Fuzzy Control Strategy with Battery Energy Storage System |
| title_sort | power smoothing strategy for wind generation based on fuzzy control strategy with battery energy storage system |
| topic | power smoothing fuzzy inference wind turbines energy storage systems |
| url | https://www.mdpi.com/1996-1073/16/16/6017 |
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