Complementary Operations of Multi-renewable Energy Systems with Pumped Storage

被引:4
|
作者
Zhu, Zean [1 ]
Wang, Lingling [1 ]
Wang, Xu [1 ]
Jiang, Chuanwen [1 ]
Zhou, Shichao [1 ]
Gong, Kai [1 ]
机构
[1] Shanghai Jiao Tong Univ, Key Lab Control Power Transmiss & Convers, Shanghai 200240, Peoples R China
来源
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS | 2023年 / 9卷 / 05期
基金
中国国家自然科学基金;
关键词
Hydroelectric power generation; Uncertainty; Correlation; Wind; Indexes; Autoregressive processes; Renewable energy sources; Complementarity; multi-renewable energy system; optimal operation; multi time-scale; fuzzy-c means clustering; POWER-SYSTEM; WIND; HYDRO; SOLAR; GENERATION; OPTIMIZATION; INTEGRATION; BENEFITS; PLANTS; MODEL;
D O I
10.17775/CSEEJPES.2020.03620
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
Complementarity is an important attribute among different renewable energy sources (RESs). A multi-renewable energy system (MRES) offers an alternative to aggregate diverse RESs and can ensure the best attributes of their mutual characteristics. However, few papers conduct convincing research into the complementary operation of a MRES. This paper investigates the complementarities in a MRES that contains wind, photovoltaic, run-off hydro, pumped storage power plants and incorporates complementarity into the optimal operation of a MRES. The complementarity is theoretically summarized and first classified into two categories: natural and synthetical. To effectively capture the uncertainty and complementarity of RESs, the time-dependent clustering simulation technique is employed to generate their joint-scenarios. An equivalent runoff hydropower plant index is proposed, based on which a novel complementary operation model, that considers volatility and self-sufficient adequacy, is established. Results are presented and compared in a case study, which demonstrate the validity and scalability of the proposed methodology, reveals the complementarities under multiple time-scales, and illustrates the significance of complementary operations.
引用
收藏
页码:1866 / 1880
页数:15
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