A Comparative Study of Deterministic Unit Commitment and Probabilistic Unit Commitment

被引:0
|
作者
Zhou, Gang [1 ]
Zhang, Kaifeng [1 ]
Yuan, Kun [1 ]
Li, Dawei [1 ]
Ding, Qia [2 ]
Xie, Lirong [2 ]
Wu, Shuomin [1 ]
机构
[1] Southeast Univ, CSE Sch Automat, Key Lab Measurement & Control, Nanjing, Jiangsu, Peoples R China
[2] NARI Grp Corp, Nanjing, Jiangsu, Peoples R China
关键词
Deterministic unit commitment; Probability unit commitment; Irregular distribution of wind power; Wind scenarios; Scenarios check;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
According to the influence of wind power integration on the security and stability of power system, deterministic unit commitment is currently used to economic dispatch, which takes reserve capacities to cope with the wind power fluctuation. Compared with the traditional deterministic unit commitment, this paper adopts the scenario-based method to build the probabilistic unit commitment model. A method of wind irregular probabilistic distribution model based on "wind speed-wind power" relationship is proposed to describe the uncertainty of wind power with multiple scenarios. The paper has deeply research on the similarities and differences of deterministic unit commitment and probabilistic unit commitment, and analyzes the influence of two scheduling schemes on the system operation cost, solving efficiency and the ability of system acceptance wind power, respectively. A modified IEEE 118-bus test system is used to make simulation and verification, comparison results of two method provide strong technical support for the engineering community to the operation of probabilistic unit commitment.
引用
收藏
页码:99 / 107
页数:9
相关论文
共 50 条
  • [21] Unit Commitment With Probabilistic Spinning Reserve and Interruptible Load Considerations
    Aminifar, Farrokh
    Fotuhi-Firuzabad, Mahmud
    Shahidehpour, Mohammad
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) : 388 - 397
  • [22] HYDROTHERMAL UNIT COMMITMENT WITH PROBABILISTIC CONSTRAINTS USING SEGMENTATION METHOD
    TONG, SK
    SHAHIDEHPOUR, SM
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (01) : 276 - 282
  • [23] Deterministic optimization of the thermal Unit Commitment problem: A Branch and Cut search
    Marcovecchio, Marian G.
    Novais, Augusto Q.
    Grossmann, Ignacio E.
    COMPUTERS & CHEMICAL ENGINEERING, 2014, 67 : 53 - 68
  • [24] A deterministic annular crossover genetic algorithm optimisation for the unit commitment problem
    Pavez-Lazo, Boris
    Soto-Cartes, Jessica
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (06) : 6523 - 6529
  • [25] Corrective Unit Commitment to an Unforeseen Unit Breakdown
    Tang, Lixin
    Che, Ping
    Wang, Jianhui
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (04) : 1729 - 1740
  • [26] A low-cost evolutionary algorithm for the unit commitment problem considering probabilistic unit outages
    Asouti, V. G.
    Giannakoglou, K. C.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2012, 43 (07) : 1322 - 1335
  • [27] A study of a unit commitment problem with transmission constraints
    Sasaki, H
    Yamamoto, T
    Kubokawa, J
    Nagata, T
    Fujita, H
    ELECTRICAL ENGINEERING IN JAPAN, 2003, 144 (03) : 36 - 45
  • [28] Short-term hydrothermal power system unit commitment: A comparative study
    Al-Shakarchi, MRG
    Al-Hassany, HDH
    ELECTRIC MACHINES AND POWER SYSTEMS, 2000, 28 (10): : 955 - 969
  • [29] A Comparative Study of Three Different Mathematical Methods for Solving the Unit Commitment Problem
    Kurban, Mehmet
    Filik, Uemmuehan Basaran
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2009, 2009
  • [30] Short-term hydrothermal power system unit commitment: A comparative study
    Al-Shakarchi, M.R.G.
    Al-Hassany, H.D.H.
    Electric Machines and Power Systems, 2000, 28 (07): : 955 - 969