Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine
Considering the time series correlation between photovoltaic and load, the generalized load is introduced. K-means clustering is used to obtain the typical scenarios of microgrid operation and the probability of each scenario. The optimization model considers the comprehensive operation and maintena...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Harbin University of Science and Technology Publications
2020-04-01
|
| Series: | Journal of Harbin University of Science and Technology |
| Subjects: | |
| Online Access: | https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1753 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849239550954569728 |
|---|---|
| author | XIANG Hongwei CHANG Xiqiang L Menglin XING Zhanli WANG Han |
| author_facet | XIANG Hongwei CHANG Xiqiang L Menglin XING Zhanli WANG Han |
| author_sort | XIANG Hongwei |
| collection | DOAJ |
| description | Considering the time series correlation between photovoltaic and load, the generalized load is introduced. K-means clustering is used to obtain the typical scenarios of microgrid operation and the probability of each scenario. The optimization model considers the comprehensive operation and maintenance cost as the objective function. Constraints include power balance constraints, etc. The improved particle swarm optimization algorithm is used to solve the problem. The charging and discharging strategies of energy storage and electric vehicle are obtained which is under grid connected and island operation modes. Finally, an example of a lowvoltage microgrid is given to verify the effectiveness of the proposed method and model. |
| format | Article |
| id | doaj-art-d93534bc71a04ce0b0875daee62c0727 |
| institution | Kabale University |
| issn | 1007-2683 |
| language | zho |
| publishDate | 2020-04-01 |
| publisher | Harbin University of Science and Technology Publications |
| record_format | Article |
| series | Journal of Harbin University of Science and Technology |
| spelling | doaj-art-d93534bc71a04ce0b0875daee62c07272025-08-20T04:00:55ZzhoHarbin University of Science and Technology PublicationsJournal of Harbin University of Science and Technology1007-26832020-04-012502737910.15938/j.jhust.2020.02.010Optimal Operation of Microgrid Considering Photovoltaic,Storage and TurbineXIANG Hongwei0CHANG Xiqiang1L Menglin2XING Zhanli3WANG Han4State Grid Urumchi Power Supply Company, Urumchi 830000, ChinaState Grid Urumchi Power Supply Company, Urumchi 830000, ChinaSchool of Electrical Engineering, Shanghai University of Electric Power, Shanghai 200090, ChinaState Grid Urumchi Power Supply Company, Urumchi 830000, ChinaKey Laboratory of Power Transmission and Conversion of Ministry of Education Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, ChinaConsidering the time series correlation between photovoltaic and load, the generalized load is introduced. K-means clustering is used to obtain the typical scenarios of microgrid operation and the probability of each scenario. The optimization model considers the comprehensive operation and maintenance cost as the objective function. Constraints include power balance constraints, etc. The improved particle swarm optimization algorithm is used to solve the problem. The charging and discharging strategies of energy storage and electric vehicle are obtained which is under grid connected and island operation modes. Finally, an example of a lowvoltage microgrid is given to verify the effectiveness of the proposed method and model.https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1753microgrid operationelectric vehiclecharging and discharging strategy |
| spellingShingle | XIANG Hongwei CHANG Xiqiang L Menglin XING Zhanli WANG Han Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine Journal of Harbin University of Science and Technology microgrid operation electric vehicle charging and discharging strategy |
| title | Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine |
| title_full | Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine |
| title_fullStr | Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine |
| title_full_unstemmed | Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine |
| title_short | Optimal Operation of Microgrid Considering Photovoltaic,Storage and Turbine |
| title_sort | optimal operation of microgrid considering photovoltaic storage and turbine |
| topic | microgrid operation electric vehicle charging and discharging strategy |
| url | https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1753 |
| work_keys_str_mv | AT xianghongwei optimaloperationofmicrogridconsideringphotovoltaicstorageandturbine AT changxiqiang optimaloperationofmicrogridconsideringphotovoltaicstorageandturbine AT lmenglin optimaloperationofmicrogridconsideringphotovoltaicstorageandturbine AT xingzhanli optimaloperationofmicrogridconsideringphotovoltaicstorageandturbine AT wanghan optimaloperationofmicrogridconsideringphotovoltaicstorageandturbine |