A hierarchical multi-objective capacity planning method for distributed energy system considering complementary characteristic of solar and wind

被引:15
|
作者
Li, Yuanmei [1 ]
Gao, Bingtuan [1 ]
Qin, Yanhui [1 ,2 ]
Chen, Ning [3 ]
机构
[1] Southeast Univ, Sch Elect Engn, Nanjing 210096, Peoples R China
[2] State Grid Xinjiang Co Ltd Elect Power Res Inst, Urumqi 830000, Peoples R China
[3] China Elect Power Res Inst Ltd Co, Nanjing 210003, Peoples R China
关键词
Distributed energy system; Multi-objective planning; Renewable energy; Complementary characteristic; Hierarchical optimization framework; DEMAND RESPONSE; OPTIMAL-DESIGN; OPTIMIZATION; POWER;
D O I
10.1016/j.ijepes.2022.108200
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Distributed energy system (DES) integrated with renewable energy (RE) has attracted extensive attentions and developed rapidly for its high energy utilization rate and sustainability. Both solar and wind, as typical renewable energy, are usually considered in researches on DES while the complementary fluctuation charac-teristic of solar and wind is seldom taken into optimization objective during the planning process. This paper introduces a quantitative evaluation index of the complementary characteristics of renewable energies and proposes a multi-objective capacity planning method for DES to minimize the economic cost and to maximize the complementarity rate of fluctuation (CROF) simultaneously. To solve the established multi-objective model, a hierarchical optimization framework is employed, which remodels the multi-objective model into multi-layer optimization model by reconstructing new constraints. The nonlinear part of optimization model is linearized by linearization technique. Finally, branch and bound algorithm is employed to obtain the solution to optimi-zation model. Finally, case studies based on typical daily load characteristic curves in three kinds of seasons were performed and analyzed. The results verify the feasibility and effectiveness of proposed method, indicate that the complementarity rate of fluctuation can be improved by 53%, and the average relative fluctuation rate of power purchased from grid can be reduced by 58.7% compared with single economic objective model.
引用
收藏
页数:13
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