Probabilistic load flow in systems with wind generation

被引:121
|
作者
Usaola, J. [1 ]
机构
[1] Univ Carlos III Madrid, Dept Ingn Elect, E-28903 Getafe, Spain
关键词
OPTIMAL POWER-FLOW; EXPANSIONS; PREDICTION;
D O I
10.1049/iet-gtd.2009.0039
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 method for solving a probabilistic power flow that deals with the uncertainties of (i) wind generation, (ii) load and (iii) generation availability in power systems is proposed. Dependence between random variables has been considered. The method is based on the properties of cumulants of random variables. Cornish-Fisher expansion series are used to obtain the cumulative distribution function (CDF) of the output variables. Multimodal CDF are obtained by convolutions, whose number has been minimised in order to decrease the computation requirements.
引用
收藏
页码:1031 / 1041
页数:11
相关论文
共 50 条
  • [21] Static security assessment based on probabilistic load flow for wind power integrated power systems
    Zhu, Xingyang
    Huang, Yufeng
    Zhang, Jianhua
    Fei, Shangbei
    Liu, Junyi
    Li, Hainan
    Zhu, Xingyang, 1600, Automation of Electric Power Systems Press (38): : 46 - 53
  • [22] Maximum entropy based probabilistic load flow calculation for power system integrated with wind power generation
    Bingyan SUI
    Kai HOU
    Hongjie JIA
    Yunfei MU
    Xiaodan YU
    JournalofModernPowerSystemsandCleanEnergy, 2018, 6 (05) : 1042 - 1054
  • [23] Maximum entropy based probabilistic load flow calculation for power system integrated with wind power generation
    Sui, Bingyan
    Hou, Kai
    Jia, Hongjie
    Mu, Yunfei
    Yu, Xiaodan
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2018, 6 (05) : 1042 - 1054
  • [24] Probabilistic Load Flow Calculation Considering Wind Power Uncertainty
    Gu, Wei-De
    Shi, Li-Bao
    Yao, Liang-Zhong
    Ni, Yi-Xin
    Qin, Shi-Yao
    Wang, Rui-Ming
    Zhang, Jin-Ping
    2014 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2014, : 909 - 915
  • [25] Probabilistic Distribution Load Flow With Different Wind Turbine Models
    Ahmed, Mohamed Hassan
    Bhattacharya, Kankar
    Salama, Magdy M. A.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (02) : 1540 - 1549
  • [26] Probabilistic generation model for optimal allocation of wind DG in distribution systems with time varying load models
    Ahmed, Ali
    Nadeem, Muhammad Faisal
    Sajjad, Intisar Ali
    Bo, Rui
    Khan, Irfan A.
    Raza, Amir
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2020, 22
  • [27] Probabilistic harmonic power flow for assessing waveform distortions in distribution systems with wind embedded generation
    Caramia, P.
    Carpinelli, G.
    Esposito, T.
    Varilone, P.
    Chiumeo, R.
    Mastandrea, I.
    Tarsia, F.
    2006 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS, ELECTRICAL DRIVES, AUTOMATION AND MOTION, VOLS 1-3, 2006, : 818 - +
  • [28] Probabilistic Load Margins of Power Systems Embedded with Wind Farms
    Liu, Jian-Hong
    Shyu, Jia-Long
    Chu, Chia-Chi
    2013 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2013, : 1540 - 1543
  • [29] Assessment of Wind Power Integrated to the Power Systems Using Probabilistic Load Flow Based on PFV with LS
    Mohammed, E.
    Yu, J.
    Wang, S.
    Peng, L.
    2018 2ND INTERNATIONAL CONFERENCE ON ENVIRONMENTAL AND ENERGY ENGINEERING (IC3E 2018), 2018, 146