Probabilistic power flow with correlated wind sources

被引:296
|
作者
Morales, J. M. [1 ]
Baringo, L. [1 ]
Conejo, A. J. [1 ]
Minguez, R. [2 ]
机构
[1] Univ Castilla La Mancha, Dept Elect Engn, E-13071 Ciudad Real, Spain
[2] Univ Cantabria, Environm Hydraul Inst IH Cantabria, E-39005 Santander, Spain
关键词
LOAD-FLOW; UNCERTAINTY; CUMULANTS; SYSTEM;
D O I
10.1049/iet-gtd.2009.0639
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
A probabilistic power flow model that takes into account spatially correlated power sources and loads is proposed. It is particularly appropriate to assess the impact of intermittent generators such as wind power ones on a power network. The proposed model is solved using an extended point estimate method that accounts for dependencies among the input random variables (i.e. loads and power sources). The proposed probabilistic power flow model is illustrated through 24-bus and 118-bus case studies. Finally, conclusions are duly drawn.
引用
下载
收藏
页码:641 / 651
页数:11
相关论文
共 50 条
  • [41] Probabilistic Method for Transmission System Pricing Considering Intermittence of Wind Power Sources
    Zwetkoff, Victor F.
    Costa, Joao Guilherme de C.
    Leite da Silva, Armando M.
    2020 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2020,
  • [42] Probabilistic d.c. power flow computation with correlated nodal powers
    Huehnerbein, B.
    Panosyan, A.
    PROCEEDINGS OF THE SEVENTH IASTED INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS, 2007, : 355 - +
  • [43] Soft clustering based probabilistic power flow with correlated inter temporal events
    Rouhani, Mohammadhadi
    Mohammadi, Mohammad
    Aiello, Marco
    ELECTRIC POWER SYSTEMS RESEARCH, 2022, 204
  • [44] Probabilistic load flow of distribution network considering correlated photovoltaic power output
    Chen, Can
    Wu, Wenchuan
    Zhang, Boming
    Sun, Hongbin
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2015, 39 (09): : 41 - 47
  • [45] Probabilistic Load Flow Analysis for Power System Containing Wind Farms
    Dong, Lei
    Cheng, Weidong
    Bao, Hai
    Yang, Yihan
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [46] Modeling of Power Demands of Electric Vehicles in Correlated Probabilistic Load Flow Studies
    Bhat, Nitesh Ganesh
    Prusty, B. Rajanarayan
    Jena, Debashisha
    2016 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2016,
  • [47] Probabilistic load flow for voltage assessment in radial systems with wind power
    Vicente, W. C. Briceno
    Caire, R.
    Hadjsaid, N.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 41 (01) : 27 - 33
  • [48] Probabilistic optimal power flow for power systems considering wind uncertainty and load correlation
    Li, Xue
    Cao, Jia
    Du, Dajun
    NEUROCOMPUTING, 2015, 148 : 240 - 247
  • [49] A Markov Chain Based Method for Probabilistic Load Flow with Wind Power
    Zhu, Jin-Zhou
    Zhao, Teng
    Zhang, Yan
    2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
  • [50] Taguchi's method for probabilistic three-phase power flow of unbalanced distribution systems with correlated Wind and Photovoltaic Generation Systems
    Carpinelli, Guido
    Rizzo, Renato
    Caramia, Pierluigi
    Varilone, Pietro
    RENEWABLE ENERGY, 2018, 117 : 227 - 241