Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access
To achieve the flexible operation of the active distribution network (ADN), an optimal control method for the ADN considering the soft open point (SOP) and thermostatically controlled loads under distributed photovoltaic (PV) access is proposed. First, the mathematical model of the SOP and thermosta...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis Group
2023-12-01
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| Series: | Systems Science & Control Engineering |
| Subjects: | |
| Online Access: | https://www.tandfonline.com/doi/10.1080/21642583.2023.2228334 |
| _version_ | 1827629798057312256 |
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| author | Lisheng Li Haidong Yu Yang Liu Wenbin Liu Min Huang Pengping Zhang Xinhong You Shuai Li |
| author_facet | Lisheng Li Haidong Yu Yang Liu Wenbin Liu Min Huang Pengping Zhang Xinhong You Shuai Li |
| author_sort | Lisheng Li |
| collection | DOAJ |
| description | To achieve the flexible operation of the active distribution network (ADN), an optimal control method for the ADN considering the soft open point (SOP) and thermostatically controlled loads under distributed photovoltaic (PV) access is proposed. First, the mathematical model of the SOP and thermostatically controlled loads are constructed based on the flexibility of the SOP and the thermal storage characteristic of thermostatically controlled loads, respectively. Then, the mathematical model of the ADN considering the SOP and thermostatically controlled loads are further constructed. The optimal control of the ADN is realized by adjusting the transmission power of the SOP and the switching state of the electric water heater. Finally, the optimal operation analysis of the SOP and thermostatically controlled loads under various control methods is carried out, and the impact of the SOP and thermostatically controlled loads on the economic and secure operation of the ADN is further investigated. The results show that the proposed method taps the demand response potential of thermostatically controlled loads while satisfying the water consumption habits of different customers, and utilizes the network reconfiguration with the SOP to further improve the security and economy of the ADN operation. |
| first_indexed | 2024-03-09T13:57:28Z |
| format | Article |
| id | doaj.art-d7f3aced56c146168c8be2165f879b60 |
| institution | Directory Open Access Journal |
| issn | 2164-2583 |
| language | English |
| last_indexed | 2024-03-09T13:57:28Z |
| publishDate | 2023-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Systems Science & Control Engineering |
| spelling | doaj.art-d7f3aced56c146168c8be2165f879b602023-11-30T12:45:32ZengTaylor & Francis GroupSystems Science & Control Engineering2164-25832023-12-0111110.1080/21642583.2023.2228334Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic accessLisheng Li0Haidong Yu1Yang Liu2Wenbin Liu3Min Huang4Pengping Zhang5Xinhong You6Shuai Li7State Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaState Grid Shandong Electric Power Research Institute, Jinan, People’s Republic of ChinaTo achieve the flexible operation of the active distribution network (ADN), an optimal control method for the ADN considering the soft open point (SOP) and thermostatically controlled loads under distributed photovoltaic (PV) access is proposed. First, the mathematical model of the SOP and thermostatically controlled loads are constructed based on the flexibility of the SOP and the thermal storage characteristic of thermostatically controlled loads, respectively. Then, the mathematical model of the ADN considering the SOP and thermostatically controlled loads are further constructed. The optimal control of the ADN is realized by adjusting the transmission power of the SOP and the switching state of the electric water heater. Finally, the optimal operation analysis of the SOP and thermostatically controlled loads under various control methods is carried out, and the impact of the SOP and thermostatically controlled loads on the economic and secure operation of the ADN is further investigated. The results show that the proposed method taps the demand response potential of thermostatically controlled loads while satisfying the water consumption habits of different customers, and utilizes the network reconfiguration with the SOP to further improve the security and economy of the ADN operation.https://www.tandfonline.com/doi/10.1080/21642583.2023.2228334Active distribution networkthermostatically controlled loadsnetwork reconfigurationsoft open pointthermal storage characteristic |
| spellingShingle | Lisheng Li Haidong Yu Yang Liu Wenbin Liu Min Huang Pengping Zhang Xinhong You Shuai Li Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access Systems Science & Control Engineering Active distribution network thermostatically controlled loads network reconfiguration soft open point thermal storage characteristic |
| title | Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access |
| title_full | Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access |
| title_fullStr | Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access |
| title_full_unstemmed | Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access |
| title_short | Optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access |
| title_sort | optimal control method of active distribution network considering soft open point and thermostatically controlled loads under distributed photovoltaic access |
| topic | Active distribution network thermostatically controlled loads network reconfiguration soft open point thermal storage characteristic |
| url | https://www.tandfonline.com/doi/10.1080/21642583.2023.2228334 |
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