Probabilistic multi-objective microgrid planning methodology for optimizing the ancillary services provision

被引:8
作者
Contreras, Sergio F. [1 ,2 ]
Cortes, Camilo A. [2 ]
Myrzik, Johanna M. A. [1 ]
机构
[1] Univ Bremen, Inst Automat Technol IAT, Bremen, Germany
[2] Univ Nacl Colombia, Dept Elect & Elect Engn, Bogota, Colombia
关键词
Networked microgrid; Multi-objective optimization; Topology planning; Probabilistic; Ancillary services;
D O I
10.1016/j.epsr.2020.106633
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 attracted the attention of researchers and stakeholders because of their well-known impacts and related benefits. Especially the provision of ancillary services has drawn attention. However, traditional planning should be re-defined to optimally achieve such promising advantages, which leads to a complex decision-making problem that should be progressively addressed with a more modern and comprehensive holistic approach. Hence, this paper proposes an enhanced version of the probabilistic multi-objective microgrid planning methodology (POMMP2) that includes a novel strategy to apply graph partitioning and metaheuristic optimization to consider simultaneously the planning of a cluster-based topology with the size and location of distributed energy resources under the paradigm of a microgrid with capacity for providing ancillary services. POMMP2 is tested in an adapted IEEE-37 node system, and NSGAII and AHP are used as optimization and decision-making algorithms, respectively. Results show the benefits of a planning methodology viewed as a comprehensive problem and not a set of independent tasks.
引用
收藏
页数:8
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