A new approach to security-constrained generation scheduling of large-scale power systems with a piecewise linear ramping model

被引:11
作者
Lyu, J. K. [2 ]
Kim, M. K. [1 ]
Yoon, Y. T. [2 ]
Park, J. K. [2 ]
机构
[1] Dong A Univ, Dept Elect Engn, Pusan 604714, South Korea
[2] Seoul Natl Univ, Sch Elect Engn & Comp Sci, Seoul 151744, South Korea
基金
新加坡国家研究基金会;
关键词
Security-constrained generation scheduling; Mixed-integer nonlinear programming; Piecewise linear ramp limit; Benders decomposition; UNIT COMMITMENT;
D O I
10.1016/j.ijepes.2011.09.013
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 a new and efficient approach to determine security-constrained generation scheduling (SCGS) in large-scale power systems, taking into account dispatch, network, and security constraints in pre and post-contingency states. A novel ramp rate limit is also modeled as a piecewise linear function in the SCGS problem to reflect more practical characteristics of the generating units. Benders decomposition is applied to this constrained solution process to obtain an optimal SCGS problem based on mixed-integer nonlinear programming (MINLP). The formulation can be embedded in two stages. First, a MIP is formulated in the master problem to solve a unit commitment (UC) problem. This stage determines appropriate on/off states of the units. The second stage, the subproblem, is formulated as a NLP to solve a security-constrained economic dispatch (SCED) problem. This stage is used to determine the feasibility of the master problem solution. It provides information to formulate the benders cuts that connect both problems. The proposed approach is tested in the IEEE 118-bus system to show its effectiveness. The simulation results are more realistic and feasible, whilst assuring an acceptable computation time. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:121 / 131
页数:11
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