Title :
Reliability evaluation of active distribution systems including microgrids
Author :
Zhaohong Bie ; Peng Zhang ; Gengfeng Li ; Hua, Bowen ; Meehan, Matthew ; Xifan Wang
Abstract :
This paper proposes a new method for reliability evaluation of active distribution systems with multiple microgrids based on a Monte Carlo simulation. Multi-state models are developed on the basis of Generalized Capacity Outage Tables (GCOTs) to better represent various types of distributed generators in reliability evaluation. Then, the virtual power plant (VPP) is introduced to model microgrids with intermittent sources. Furthermore, the reliability behavior of VPP is efficiently characterized by an equivalent GCOT. The nonsequential Monte Carlo method is then adopted to evaluate the reliability of active distribution systems considering different operation modes under single or multiple contingencies. Some techniques - such as two-step state sampling, zone partitioning and minimal path search - are proposed to facilitate the state evaluation process and improve the Monte Carlo simulation speed. The effectiveness and efficiency of the proposed method are validated through extensive numerical tests on an IEEE test system and a real-life active distribution network.
Keywords :
IEEE standards; Monte Carlo methods; distributed power generation; power distribution reliability; power engineering computing; power generation reliability; IEEE test system; Monte Carlo simulation; Monte Carlo simulation speed; VPP reliability behavior; active distribution systems; active distribution systems reliability; distributed generators; generalized capacity outage tables; intermittent sources; microgrids model; multiple microgrids; multistate models; nonsequential Monte Carlo method; numerical tests; path search; real-life active distribution network; reliability evaluation; state evaluation process; two-step state sampling; virtual power plant; zone partitioning; Abstracts; Generators; Microgrids; Monte Carlo methods; Power generation; Power system reliability; Reliability; Monte Carlo simulation; Reliability evaluation; active distribution network; microgrid; virtual power plant;
Conference_Titel :
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location :
Vancouver, BC
DOI :
10.1109/PESMG.2013.6672258