Comparison of Modeling Methods of Dynamic Economic Dispatch With Stochastic Wind Power Integration

被引:0
作者
Fu, Yimu [1 ]
Tian, Xin [1 ]
Zhao, Weixing [2 ]
Ning, Nan [2 ]
Liao, Qingyang [2 ]
Xie, Wei [2 ]
Ma, Yanfei [3 ]
机构
[1] Shandong Elect Power Co Econ Res Inst State Grid, Jinan, Shandong, Peoples R China
[2] Guian Elect Power Co, Guizhou Elect Power Grid, Guiyang, Guizhou, Peoples R China
[3] State Grid Jinan Power Supply Co, Jinan, Shandong, Peoples R China
来源
2017 IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2) | 2017年
关键词
Dynamic economic dispatch; wind power integration; chance-constrained programming; scenario-based method; evaluation indices; OPTIMIZATION; PROGRAMS;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Main challenges brought by large scale wind power integration to economic dispatch model is how to deal with randomness of wind power, how to decline its influence to optimal dispatch of power system. Modeling is the core step to optimal dispatch of power system with large-scale wind integration. Therefore, we review several typical modeling methods in economic dispatch with wind power integration. Furthermore, dispatch simulation on IEEE 39-bus system and a real provincial power system is performed. Comparison study on six modeling methods of stochastic dynamic economic dispatch with wind power integration, and 3 evaluation indices are used to analysis these models. The simulation results show that a fast solution to small-sized model is enough when the accuracy requirement of dispatching not high; An accurate solution with high-performance computing clusters can be performed when the dispatch center has brilliant compiling environments.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Impacts of Wind Power Integration on Generation Dispatch in Power Systems
    Lyu, Jae-Kun
    Heo, Jae-Haeng
    Kim, Mun-Kyeom
    Park, Jong-Keun
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2013, 8 (03) : 453 - 463
  • [22] Optimal Dispatch of Power System with Stochastic Wind Generation
    Wang, Shuang
    Yang, Hongming
    Zuo, Shuang
    Xu, Wenjun
    ADVANCES IN ENGINEERING DESIGN AND OPTIMIZATION, PTS 1 AND 2, 2011, 37-38 : 783 - +
  • [23] A Dynamic Economic Dispatch Model Incorporating Wind Power Based on Chance Constrained Programming
    Cheng, Wushan
    Zhang, Haifeng
    ENERGIES, 2015, 8 (01) : 233 - 256
  • [24] Probabilistic Dynamic Economic Dispatch in Presence of Wind Farms
    Berahmandpour, Homayoun
    Kuhsari, Shahram Montaser
    Rastegar, Hasan
    2021 29TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2021, : 449 - 453
  • [25] Stochastic economic dispatch of power system with multiple wind farms and pumped-storage hydro stations using approximate dynamic programming
    Lin, Shunjiang
    Fan, Guansheng
    Jian, Ganyang
    Liu, Mingbo
    IET RENEWABLE POWER GENERATION, 2020, 14 (13) : 2507 - 2516
  • [26] Combined Heat and Power Dispatch with Wind Power: A Stochastic Model and Solutions
    Liu, Xian
    IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010, 2010,
  • [27] Economic dispatch considering the wind power forecast error
    Han, Li
    Romero, Carlos E.
    Wang, Xuesong
    Shi, Liping
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2018, 12 (12) : 2861 - 2870
  • [28] Dynamic Economic Dispatch with Wind Power Penetration Using Group Search Optimizer with Adaptive Strategies
    Chen, J. J.
    Zheng, J. H.
    Liu, Y.
    Wu, Q. H.
    2014 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT EUROPE), 2014,
  • [29] Dynamic economic dispatch of wind integrated power system considering optimal scheduling of reserve capacity
    Luo, Chao, 1600, Chinese Society for Electrical Engineering (34): : 6109 - 6118
  • [30] Dynamic economic dispatch with uncertain wind power generation using an enhanced artificial hummingbird algorithm
    Mohamed H. Hassan
    Ehab Mahmoud Mohamed
    Salah Kamel
    Mahdiyeh Eslami
    Neural Computing and Applications, 2025, 37 (10) : 7397 - 7422