Transmission system expansion planning using a sigmoid function to handle integer investment variables

被引:53
作者
de Oliveira, EJ [1 ]
da Silva, IC
Pereira, JLR
Carneiro, S
机构
[1] Univ Fed Juiz de Fora, Dept Elect Engn, BR-36015400 Juiz De Fora, Brazil
[2] Univ Fed Rio de Janeiro, COPPE, BR-21945970 Rio De Janeiro, Brazil
关键词
heuristic algorithm; interior point method; sigmoid function; transmission network losses; transmission system expansion;
D O I
10.1109/TPWRS.2005.852065
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
This paper presents an optimum power flow (OPF) modeling algorithm that uses the primal-dual interior point technique to determine the best investment strategy in the transmission line expansion problem. In the proposed method, the expansion decision (0 or 1) is mitigated by using a sigmoid function, which is incorporated in the OPF problem through the modified dc power flow equations. The investment decision is taken using a new heuristic model based on good sensitivity produced by the OPF results. Additionally, the transmission power losses are considered in the network model. The proposed methodology has been compared with methods available in the literature, using both a test system and an equivalent of the southeastern Brazilian system.
引用
收藏
页码:1616 / 1621
页数:6
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