Adaptive robust energy management for isolated microgrids considering reactive power capabilities of distributed energy resources and reactive power costs

被引:10
|
作者
Sadek, Shady M. [1 ]
Omran, Walid A. [2 ]
Hassan, M. A. Moustafa [3 ]
Talaat, Hossam E. A. [4 ]
机构
[1] Ain Shams Univ, Fac Engn, Elect Power & Machines Dept, Cairo 11566, Egypt
[2] German Univ Cairo, Fac Engn & Mat Sci, New Cairo 11835, Egypt
[3] Cairo Univ, Fac Engn, Elect Power Dept, Giza 12613, Egypt
[4] Future Univ Egypt, Fac Engn & Technol, New Cairo 11835, Egypt
关键词
Adaptive robust optimization; Energy Management (EM); Microgrids (MGs); Renewable Energy Sources (RESs); Distributed; Energy Resources (DERs); Reactive power capability curves; OPTIMIZATION APPROACH; RESERVE DISPATCH; DEMAND RESPONSE; VOLTAGE CONTROL; GENERATION; UNCERTAINTIES; SYSTEM; FLOW;
D O I
10.1016/j.epsr.2021.107375
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an adaptive robust Energy Management (EM) model for an isolated Microgrid (MG) to decide for the day-ahead optimal dispatch to effectively manage the MG power sources considering uncertainties in Renewable Energy Sources (RESs). The aim of this model is to minimize the operation costs, reactive power costs, spinning reserve and load shedding. Usually, fuel consumption costs of diesel generators are considered to be dependent on active power generation only. However, neglecting the related reactive power costs might result in increased operation costs and deviations from optimal dispatches. Hence, this paper optimizes the costs related to both active and reactive powers of diesel generators. Furthermore, simultaneous active/reactive power dispatch can lead to accurate operation decisions compared to separate dispatch for active or reactive power alone. In addition, this study considers the reactive power capability of inverter-interfaced Distributed Energy Resources (DERs) so that reactive powers can be supplied from inverter-interfaced DERs. Moreover, detailed models for the different resources are presented, especially for diesel generators and inverter interfaced DERs where actual capability curves are used instead of the widely used box constraints. The problem is formulated as nonlinear programming problem using GAMS program and solved by the CONOPT solver.
引用
收藏
页数:13
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