Market-based transmission expansion planning by improved differential evolution

被引：25
|
作者：
Georgilakis, Pavlos S. [1 ]
机构：
[1] Natl Tech Univ Athens, Elect Power Div, Sch Elect & Comp Engn, Athens 15780, Greece
来源：
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS | 2010年 / 32卷 / 05期
关键词：
Competitive electricity markets; Transmission expansion planning; Mixed integer non-linear programming; Differential evolution; DECOMPOSITION APPROACH; POWER; ALGORITHM; SYSTEM; INVESTMENT; FACTS; FLOW;
D O I：
10.1016/j.ijepes.2009.09.019
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：
The restructuring and deregulation has exposed the transmission planner to new objectives and uncertainties. As a result, new criteria and approaches are needed for transmission expansion planning (TEP) in deregulated electricity markets. This paper proposes a new market-based approach for TEP. An improved differential evolution (IDE) model is proposed for the solution of this new market-based TEP problem. The modifications of IDE in comparison to the simple differential evolution method are: (1) the scaling factor F is varied randomly within some range, (2) an auxiliary set is employed to enhance the diversity of the population, (3) the newly generated trial vector is compared with the nearest parent, and (4) the simple feasibility rule is used to treat the constraints. Results from the application of the proposed method on the IEEE 30-bus test system demonstrate the feasibility and practicality of the proposed IDE for the solution of TEP problem. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码：450 / 456
页数：7
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