期刊
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
卷 129, 期 -, 页码 -出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.ijepes.2021.106802
关键词
Hybrid renewable energy system; Optimal operation; Effective load carrying capability; Normal boundary intersection; Linearization
资金
- National Key Research and Development Program of China [2018YFB0905200]
The paper focuses on the optimal operation of a hybrid renewable energy system, proposing a multi-objective optimization model to address the reliability and economy issues. The improved NBI method and linearization transformation techniques were employed for optimization, with case study results demonstrating the feasibility of the model and the effectiveness of the improved method, highlighting the importance of ELCC in HRES operation.
Hybrid renewable energy system (HRES) is an effective approach to aggregate multiple renewables efficiently. This paper focuses on the optimal operation of a hybrid system consisting of pumped hydro storage, cascade hydropower station, run-of-river hydropower station and photovoltaic plant. Various elements and contradictory aims like reliability and economy makes the operation of HRES complex. With this regard, a multi-objective optimization model is proposed to maximize both effective load carrying capability (ELCC) and economic revenue of the hybrid system. An improved normal boundary intersection (NBI) method is proposed to solve the multi-objective problem and obtain the Pareto surface. Moreover, to ensure the optimality of the results, big-M method, binary expansion method integrated with linearization transformation techniques are employed to linearize the model. Results are presented and discussed in the case study, which verify the feasibility of the model, demonstrate the effectiveness of the improved NBI method and illustrate the significance of involving ELCC into HRES operation.
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