LAPSE:2023.33167v1
Published Article
LAPSE:2023.33167v1
Optimal Coordinated Dispatching Strategy of Multi-Sources Power System with Wind, Hydro and Thermal Power Based on CVaR in Typhoon Environment
Minhui Qian, Ning Chen, Yuge Chen, Changming Chen, Weiqiang Qiu, Dawei Zhao, Zhenzhi Lin
April 21, 2023
Abstract
Typhoons and other natural disasters affect the normal operation of power systems thus it is an important goal for strong and intelligent power grid construction to improve the ability of power systems to resist typhoons and other natural disasters. Especially, an effective coordinated and optimized dispatching strategy for a multi-source power system is greatly helpful to cope with the impact of typhoons and other natural disasters on power system operation. Given this background, a typhoon wind circle model considering the temporal and spatial distribution of typhoons is established to obtain the input wind speed of the wind farm at first. Second, based on the initial input wind speed of wind farms, a typical scenario set of wind power output is constructed to reflect its fluctuation and uncertainty. Next, an optimal coordinated dispatching model of a multi-source power system with wind, hydro and thermal power based on the conditional value at risk (CVaR) is established with the target of minimizing the total cost of system dispatching, in which a 72 h pre-dispatching mode is studied to optimize the system operation for 72 h on the day before, on and after the typhoon. Finally, a revised 24-node transmission network system in a coastal area with typhoon is served as a case for demonstrating the effectiveness of the proposed model, and the simulation result shows that the proposed model could take the advantages of the coordination and complementarity of multi-sources power system and decrease the total cost of system dispatching and improve the renewable energy consumption level.
Keywords
conditional value at risk (CVaR), multi-source power system, pre-dispatching, scenario analysis method, typhoon wind circle model
Suggested Citation
Qian M, Chen N, Chen Y, Chen C, Qiu W, Zhao D, Lin Z. Optimal Coordinated Dispatching Strategy of Multi-Sources Power System with Wind, Hydro and Thermal Power Based on CVaR in Typhoon Environment. (2023). LAPSE:2023.33167v1
Author Affiliations
Qian M: China Electric Power Research Institute Co., Ltd., Nanjing 210003, China
Chen N: China Electric Power Research Institute Co., Ltd., Nanjing 210003, China
Chen Y: Polytechnic Institute, Zhejiang University, Hangzhou 310015, China
Chen C: College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
Qiu W: College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
Zhao D: China Electric Power Research Institute Co., Ltd., Nanjing 210003, China
Lin Z: College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
Journal Name
Energies
Volume
14
Issue
13
First Page
3735
Year
2021
Publication Date
2021-06-22
ISSN
1996-1073
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PII: en14133735, Publication Type: Journal Article
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LAPSE:2023.33167v1
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https://doi.org/10.3390/en14133735
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