Unit commitment algorithm based on improved Benders decomposition and perspective cut

被引:0
|
作者
College of Mathematics and Information Science, Guangxi University, Nanning [1 ]
530004, China
不详 [2 ]
537000, China
不详 [3 ]
450001, China
不详 [4 ]
530004, China
机构
来源
Dianli Zidonghua Shebei Electr. Power Autom. Equip. | / 1卷 / 133-138期
关键词
D O I
10.16081/j.issn.1006-6047.2015.01.020
中图分类号
学科分类号
摘要
Classical BDM(Benders Decomposition Method) decomposes a problem into master problem and sub-problem in simple form and solves them. As the master problem is a mixed integer problem, to solve it is the most time-consuming part of BDM. In order to solve the UC(Unit Commitment) problem of thermal power, an algorithm based on improved BDM and PC(Perspective Cut) is proposed. Combined with the cover inequality, an improved relaxed BDM is proposed and, based on PC and linearization technique, an approximate MILP(Mixed Integer Linear Programming) model is established. The UC problem is then solved by the relaxed BDM. The test results of 24-period, 10~1 000-unit systems and the comparison between two methods prove the proposed algorithm effective. ©, 2015, Electric Power Automation Equipment Press. All right reserved.
引用
收藏
相关论文
共 50 条
  • [1] Transmission constrained unit commitment based on benders decomposition
    Ma, HL
    Shahidehpour, SM
    Marwali, MKC
    PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1997, : 2263 - 2267
  • [2] Benders decomposition applied to security constrained unit commitment: Initialization of the algorithm
    Alemany, J.
    Magnago, F.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 66 : 53 - 66
  • [3] Transmission-constrained unit commitment based on Benders decomposition
    Ma, HL
    Shahidehpour, SM
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1998, 20 (04) : 287 - 294
  • [4] Transmission-constrained unit commitment based on Benders decomposition
    Ma, Haili
    Shahidehpour, S.M.
    International Journal of Electrical Power and Energy System, 1998, 20 (04): : 287 - 294
  • [5] Benders Decomposition Applied to Security Constrained Unit Commitment
    Alemany, J.
    Moitre, D.
    Magnago, F.
    IEEE LATIN AMERICA TRANSACTIONS, 2013, 11 (01) : 421 - 425
  • [6] A Closest Benders Cut Selection Scheme for Accelerating the Benders Decomposition Algorithm
    Seo, Kiho
    Joung, Seulgi
    Lee, Chungmok
    Park, Sungsoo
    INFORMS JOURNAL ON COMPUTING, 2022, 34 (05) : 2804 - 2827
  • [7] Improved Unit Commitment with Accurate Dynamic Scenarios Clustering Based on Multi-Parametric Programming and Benders Decomposition
    Zhi Z.
    Huang H.
    Xiong W.
    Zhou Y.
    Yan M.
    Xia S.
    Jiang B.
    Su R.
    Tian X.
    Energy Engineering: Journal of the Association of Energy Engineering, 2024, 121 (06): : 1557 - 1576
  • [8] Hydrothermal unit commitment with AC constraints by a new solution method based on benders decomposition
    Amjady, Nima
    Ansari, Mohammad Reza
    ENERGY CONVERSION AND MANAGEMENT, 2013, 65 : 57 - 65
  • [9] Accelerating the benders decomposition for network-constrained unit commitment problems
    Wu L.
    Shahidehpour M.
    Energy Systems, 2010, 1 (03) : 339 - 376
  • [10] Robust Security-Constrained Unit Commitment Using Benders Decomposition
    Pan, Dong
    Zhang, Hongjie
    Chen, Hui
    Huang, Ke
    Jiang, Xuedong
    Wang, Chaoqun
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 482 - 487