Optimal microgrid planning for enhancing ancillary service provision

被引:23
|
作者
Contreras, Sergio F. [1 ]
Cortes, Camilo A. [2 ]
Myrzik, Johanna M. A. [1 ]
机构
[1] Univ Bremen, Inst Automat Technol, Otto Hahn Allee 1 NW1-M1050 70, D-28359 Bremen, Germany
[2] Univ Nacl Colombia, Dept Elect & Elect Engn, Carrera 30 Calle 45,Ciudad Univ,Edificio 453, Bogota, Colombia
关键词
Microgrid; Ancillary services (AS); Planning; Multi-objective optimization; Decision-making; ANALYTIC HIERARCHY PROCESS; DECISION-MAKING; ALLOCATION; RESOURCES; SYSTEMS;
D O I
10.1007/s40565-019-0528-3
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
Microgrids have presented themselves as an effective concept to guarantee a reliable, efficient and sustainable electricity delivery during the current transition era from passive to active distribution networks. Moreover, microgrids could offer effective ancillary services (AS) to the power utility, although this will not be possible before the traditional planning and operation methodologies are updated. Hence, a probabilistic multi-objective microgrid planning (POMMP) methodology is proposed in this paper to contemplate the large number of variables, multiple objectives, and different constraints and uncertainties involved in the microgrid planning. The planning methodology is based on the optimal size and location of energy distributed resources with the goal ofminimizing the mismatch power in islanded mode, while the residual power for AS provision and the investment and operation costs of the microgrid in grid-connected mode are maximized and minimized, respectively. For that purpose, probabilistic models and a true multi-objective optimization problem are implemented in the methodology. The methodology is tested in an adapted PG&E 69-bus distribution system and the non-dominated sorting genetic algorithm II (NSGA-II) optimization method and an analytic hierarchy process for decision-making are used to solve the optimization problem.
引用
收藏
页码:862 / 875
页数:14
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