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
相关论文
共 23 条
  • [1] Security-constrained optimal generation scheduling in large-scale power systems
    Martínez-Crespo, J
    Usaola, J
    Fernández, JL
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (01) : 321 - 332
  • [2] AN INNOVATIVE APPROACH TO GENERATION SCHEDULING IN LARGE-SCALE HYDROTHERMAL POWER-SYSTEMS WITH FUEL CONSTRAINED UNITS
    TONG, SK
    SHAHIDEHPOUR, SM
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (02) : 665 - 673
  • [3] Modeling and Solution of the Large-Scale Security-Constrained Unit Commitment
    Fu, Yong
    Li, Zuyi
    Wu, Lei
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) : 3524 - 3533
  • [4] Solving Market-Based Large-Scale Security-Constrained AC Optimal Power Flows
    Moreira, Alexandre
    Valenzuela, Alan
    Heleno, Miguel
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2023, 38 (06) : 5088 - 5101
  • [5] Thermal Generation Flexibility With Ramping Costs and Hourly Demand Response in Stochastic Security-Constrained Scheduling of Variable Energy Sources
    Wu, Hongyu
    Shahidehpour, Mohammad
    Alabdulwahab, Ahmed
    Abusorrah, Abdullah
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (06) : 2955 - 2964
  • [6] Security-Constrained Unit Commitment with Wind Power Generation by Using Interval Linear Programming
    Zhou, Boran
    Jiang, Quanyuan
    2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [7] Security-Constrained Unit Commitment with Large-scale Cross-Region Wind Penetration
    Jiao Chunting
    Guan Xiaohong
    Wu Jiang
    Lei Xuejiao
    Li Pan
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 7549 - 7554
  • [8] A New Iterative Approach to the Corrective Security-Constrained Optimal Power Flow Problem
    Capitanescu, Florin
    Wehenkel, Louis
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (04) : 1533 - 1541
  • [9] A Hybrid Stochastic-Robust Approach for Power System Security-Constrained Scheduling in the Presence of Flexibility Facilities
    Mansoori, Alireza
    Moghaddam, Mohsen Parsa
    Delkhosh, Hamed
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2024, 39 (02) : 4064 - 4076
  • [10] Bilevel model for security-constrained and reliability transmission and distribution substation energy management considering large-scale energy storage and demand side management
    Jokar, Hossein
    Bahmani-Firouzi, Bahman
    Simab, Mohsen
    ENERGY REPORTS, 2022, 8 : 2617 - 2629