A Stochastic Adaptive Robust Optimization Approach for the Generation and Transmission Expansion Planning

被引:122
作者
Baringo, Luis [1 ]
Baringo, Ana [1 ]
机构
[1] Univ Castilla La Mancha, E-13071 Ciudad Real, Spain
关键词
Generation expansion; robust optimization; stochastic programming; transmission expansion; uncertainty; ENERGY; UNCERTAINTY; MODEL; LOAD;
D O I
10.1109/TPWRS.2017.2713486
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 proposes a stochastic adaptive robust optimization approach for the generation and transmission expansion planning problem. The problem is formulated under the perspective of a central planner, e.g., the transmission system operator, that aims at determining the generation and transmission expansion plans that minimize both the expansion and operation costs. This central planner builds the transmission facilities and promotes the building of the most suitable generating units among private profit-oriented investors. Uncertainties in the future peak demand and the future generation (fuel) cost are modeled using confidence bounds, while uncertainties in the demand variability and the production of stochastic units are modeled using a number of operating conditions. Results of an illustrative example and a case study based on the IEEE 118-bus test system show the effectiveness of the proposed approach.
引用
收藏
页码:792 / 802
页数:11
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