Dynamic Charge Scheduling of Solar PV-Storage Hybrid Resources Based on Solar-Load Correlation

被引:0
作者
Rajendran, Sarangan [1 ]
Liu, Esther [2 ]
Peterson, Mary [1 ]
Aravinthan, Visvakumar
Tamimi, Al [3 ]
Yokley, Charles R. [3 ]
机构
[1] Wichita State Univ, Elect & Comp Engn Dept, Wichita, KS 67260 USA
[2] Wichita East High Sch, Wichita, KS USA
[3] Sunflower Elect Power Corp, Transmiss Planning & Policy, Wichita, KS USA
来源
2023 NORTH AMERICAN POWER SYMPOSIUM, NAPS | 2023年
关键词
hybrid resource; battery storage; charge scheduling; solar load correlation; solar forecasting;
D O I
10.1109/NAPS58826.2023.10318601
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Solar PV-storage hybrid resources are an attractive way of reducing grid dependency for project developers when collectively serving small communities. A well-structured charging schedule of the battery storage can improve the effectiveness of the hybrid system by reducing the grid dependency at the peak demand hours and improving the utilization of the battery. Studying the correlation between load and solar curves helps to identify periods at which short-term charging or discharging of the battery can aid to those benefits. In this paper, a dynamic charging schedule is proposed, where a nominal schedule is created based on full day forecasting of load and solar output, and further adjustments are made to the schedule based on the hourly expected correlation between load and solar curves. The proposed method is then tested on a test system based on actual data for a period of one year. The results show that the proposed approach can reduce the maximum power import from the grid, overall cost of imports and improve the battery utilization.
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页数:5
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