Multi-Objective Sizing of Solar-Wind-Hydro Hybrid Power System with Doubled Energy Storages Under Optimal Coordinated Operational Strategy

被引:26
作者
Guo, Su [1 ]
Kurban, Aynur [1 ]
He, Yi [1 ]
Wu, Feng [1 ]
Pei, Huanjin [1 ]
Song, Guotao [1 ]
机构
[1] Hohai Univ, Sch Energy & Elect, Nanjing 211100, Peoples R China
来源
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS | 2023年 / 9卷 / 06期
关键词
Hybrid power systems; Renewable energy sources; Power generation; Optimization; Batteries; Uncertainty; Reliability; Coordinated operation strategy; double energy storages; hybrid renewable energy system; multi-objective sizing optimization; solar-wind-hydro; PV-CSP SYSTEM; SIZE OPTIMIZATION; PLANT;
D O I
10.17775/CSEEJPES.2021.00190
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
More and more attention has been paid to the high penetration of renewable energy in recent years. The randomness and intermittency of solar and wind energy make it an inevitable trend that renewables are coupled with energy storage technologies. Pumped hydro storage (PHS) is the most widely-used storage form in the power grid but the capacity is limited by geographic conditions. The concentrated solar power (CSP) plant with a thermal energy storage (TES) system can realize easier grid connections and effective peak shaving. Therefore, this paper proposes a solar-wind-hydro hybrid power system with PHS-TES double energy storages, and investigates the optimal coordinated operational strategy and multi-objective sizing. The optimal sizing problem which considers the minimum levelized cost of energy (LCOE) and loss of power supply probability (LPSP) as objectives is solved by multi-objective particle swarm optimization. Moreover, the seasonal uncertainties of renewables are considered by applying a scenario-based analysis using K-means clustering. Finally, a case study reveals the effectiveness of the coordinated operational strategy and double energy storages from the perspectives of economy and reliability. The comparisons of optimal sizing results show that the PV-Wind-CSP-PHS system decreases the LCOE by 19.1% compared to a PV-Wind-CSP system under the same LPSP, and reduces the LPSP compared to PV-Wind-PHS systems with limited reservoir capacity, which indicates that the proposed system with double energy storages has better economy and reliability performance compared to single storage.
引用
收藏
页码:2144 / 2155
页数:12
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