Portfolio planning of renewable energy with energy storage technologies for different applications from electricity grid

被引:69
|
作者
Wu, Yunna
Zhang, Ting [1 ,2 ]
Gao, Rui [1 ,2 ]
Wu, Chenghao [1 ,2 ]
机构
[1] North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
[2] North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Renewable energy system; Energy storage technologies; Multi criteria decision making; Fuzzy set; Planning; INTERVAL TYPE-2; RISK-ASSESSMENT; POWER; CHINA; SYSTEMS; SELECTION; PROJECTS; OPTIMIZATION; PERFORMANCE; ENVIRONMENT;
D O I
10.1016/j.apenergy.2021.116562
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
Portfolio planning of renewable energy industry with energy storage technologies is the key to meeting the different and increasing application demands from electricity grid. However, it is a difficult and fuzzy problem because of the complex interaction between renewable energy and energy storage technologies, various applications from electricity grid, and uncertain decision environment, which has not been solved simultaneously so far. Therefore, this paper proposes a two-stage planning framework based on fuzzy multi-criteria-decision making techniques to select the most promising renewable energy with energy storage portfolio from the aspects of energy generation, transmission and terminal application. Firstly, three types and thirteen special energy storage technology application scenarios are distinguished, and the superiorities of the typical energy storage technologies are evaluated from the generation, transmission and terminal applications via interval fuzzy number based PROMETHEE-II. On this basis, an eight-step fuzzy multi-criteria decision-making framework is adopted to study the portfolio models with six promising renewable energy and the selected energy storage technology combinations. The result shows that photovoltaic still dominate in the application of renewable energy. "Photovoltaic & CAES" in generation, "Hydropower & CAES" in generation, "Wind & CAES" in generation, "Photovoltaic & CAES, HFC" in generation, "Photovoltaic & Ni-Cd battery" in transmission, "Photovoltaic & CAES and Ni-Cd battery" in terminal application are better solutions for government or decision makers to further comprehensively plan the large-scale application of clean energy in the grid. Besides, portfolios with complementary effects are identified and analyzed separately. This research contributes to the literature.
引用
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页数:16
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