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
相关论文
共 22 条
[1]  
[Anonymous], 1979, IEEE T POWER AP SYST, V98, P2047, DOI 10.1109/TPAS.1979.319398
[2]  
[Anonymous], 2015, 635 CIGRE
[3]  
[Anonymous], 2018, SOFT COMPUT
[4]   Analytic hierarchy process-based approach for selecting a Pareto-optimal solution of a multi-objective, multi-site supply-chain planning problem [J].
Ayadi, Omar ;
Felfel, Houssem ;
Masmoudi, Faouzi .
ENGINEERING OPTIMIZATION, 2017, 49 (07) :1264-1280
[5]   The impact of ancillary services in optimal DER investment decisions [J].
Cardoso, G. ;
Stadler, M. ;
Mashayekh, S. ;
Hartvigsson, E. .
ENERGY, 2017, 130 :99-112
[6]   Optimal Planning of Loop-Based Microgrid Topology [J].
Che, Liang ;
Zhang, Xiaping ;
Shahidehpour, Mohammad ;
Alabdulwahab, Ahmed ;
Al-Turki, Yusuf .
IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (04) :1771-1781
[7]   Optimal Interconnection Planning of Community Microgrids With Renewable Energy Sources [J].
Che, Liang ;
Zhang, Xiaping ;
Shahidehpour, Mohammad ;
Alabdulwahab, Ahmed ;
Abusorrah, Abdullah .
IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (03) :1054-1063
[8]  
Contreras S.F., POMMP METHODOLOGY EC
[9]   Optimal microgrid planning for enhancing ancillary service provision [J].
Contreras, Sergio F. ;
Cortes, Camilo A. ;
Myrzik, Johanna M. A. .
JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2019, 7 (04) :862-875
[10]   Microgrid Topology Planning for Enhancing the Reliability of Active Distribution Networks [J].
Cortes, Camilo A. ;
Contreras, Sergio F. ;
Shahidehpour, Mohammad .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (06) :6369-6377