A CNSGA-II Based Method for Multi-objective Probabilistic Transmission Network Expansion Planning

被引:0
|
作者
Mori, Hiroyuki [1 ]
Kakuta, Hiroki [1 ]
机构
[1] Meiji Univ, Dept Elect & Bioinformat, Tama Ku, Kawasaki, Kanagawa 2148571, Japan
关键词
Transmission network expansion planning; probabilistic reliability evaluation; multi-objective optimization; meta-heuristics; CNSGA-II; OPTIMIZATION;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes a new method for probabilistic transmission network expansion planning with Controlled Non-dominated Sorting Genetic Algorithm (CNSGA-II) of multi-objective meta-heuristics (MOMH). Recently, power networks increase the degree of uncertainties due to new environment of power network liberations, the emergence of renewable energy, etc. As a result, the importance of improving power supply reliability has been recognized. In this paper, a new method is proposed for probabilistic transmission network expansion planning. The proposed method solves a multi-objective optimization problem that optimizes probabilistic reliability criterion EENS as well as the construction cost to obtain a set of the Pareto solutions in Monte Carlo Simulation (MCS). The effectiveness of the proposed method is successfully demonstrated on the IEEE 24-bus system.
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页数:6
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