Robust Optimization-Based Optimal Operation of Islanded Microgrid Considering Demand Response

被引:12
|
作者
AlDavood, Monir Sadat [1 ]
Mehbodniya, Abolfazl [2 ]
Webber, Julian L. [2 ]
Ensaf, Mohammad [3 ]
Azimian, Mahdi [4 ]
机构
[1] Islamic Azad Univ, Sci & Res Branch, Dept Elect & Mech Engn, Tehran 1477893855, Iran
[2] Kuwait Coll Sci & Technol KCST, Dept Elect & Commun Engn, 7th Ring Rd, Kuwait 20185145, Kuwait
[3] Sharif Univ Technol, Chem Engn Dept, Tehran 1136511155, Iran
[4] Islamic Azad Univ, Dept Elect & Comp Engn, Kashan Branch, Kashan 8715998151, Iran
关键词
demand response; islanded microgrid; scheduling; robust optimization; ELECTRIC VEHICLES; ENERGY MANAGEMENT; STRATEGY; SYSTEMS; V2G;
D O I
10.3390/su142114194
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a new robust scheduling model for an islanded microgrid (MG) considering demand response. The model is expressed as a min-max bilevel optimization problem that tries to minimize the total costs of MG including operation cost of conventional distributed generators, energy storages, renewable energy sources (RES), cost of load shifting, and interruptible/non-interruptible load shedding in the worst situation of uncertainties. The uncertainties associated with renewable power generations and MG demand are modeled via robust optimization method. A hybrid method based on the genetic algorithm (GA) and mixed-integer programming technique is utilized to solve the bilevel optimization problem. The proposed model is utilized on a typical MG, and the outcomes are analyzed to show the effectiveness of the proposed method.
引用
收藏
页数:17
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