Probabilistic small-signal stability analysis of power system with solar farm integration

被引:9
|
作者
Gurung, Samundra [1 ]
Naetiladdanon, Sumate [1 ]
Sangswang, Anawach [1 ]
机构
[1] King Mongkuts Univ Technol Thonburi, Fac Engn, Dept Elect Engn, Bangkok, Thailand
关键词
Cumulant method; forecast error; Gram-Charlier expansion; probability density function; SMALL-DISTURBANCE STABILITY; PHOTOVOLTAIC GENERATION; STOCHASTIC DEPENDENCE; LARGE-SCALE; FLOW; PENETRATION; OPERATION;
D O I
10.3906/elk-1804-228
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Currently, large-scale solar farms are being rapidly integrated in electrical grids all over the world. However, the photovoltaic (PV) output power is highly intermittent in nature and can also be correlated with other solar farms located at different places. Moreover, the increasing PV penetration also results in large solar forecast error and its impact on power system stability should be estimated. The effects of these quantities on small-signal stability are difficult to quantify using deterministic techniques but can be conveniently estimated using probabilistic methods. For this purpose, the authors have developed a method of probabilistic analysis based on combined cumulant and Gram-Charlier expansion technique. The output from the proposed method provides the probability density function and cumulative density function of the real part of the critical eigenvalue, from which information concerning the stability of low-frequency oscillatory dynamics can be inferred. The proposed method gives accurate results in less computation time compared to conventional techniques. The test system is a large modified IEEE 16-machine, 68-bus system, which is a benchmark system to study low-frequency oscillatory dynamics in power systems. The results show that the PV power fluctuation has the potential to cause oscillatory instability. Furthermore, the system is more prone to small-signal instability when the PV farms are correlated as well as when large PV forecast error exists.
引用
收藏
页码:1276 / 1289
页数:14
相关论文
共 50 条
  • [21] Power-system small-signal stability and maximum loadability
    Khederzadeh, M
    Ehsan, M
    CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 1996, 21 (02): : 81 - 85
  • [22] Probabilistic Small Signal Stability Analysis of Power System with Large Scale Wind Power
    Wei, Zhang
    Wei, Dan
    Liu, San Ming
    Yang, Ming Li
    Pan, San Bo
    Zhu, Xiao Wei
    Pan, Zhi Gang
    2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [23] Model order reduction analysis of DFIG integration on the power system small-signal stability considering the virtual inertia control
    Ma, Jing
    Song, Zhanxiang
    Zhang, Yongxin
    Shen, Yaqi
    Thorp, James S.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2017, 11 (16) : 4087 - 4095
  • [24] Analysis of small-signal stability of power systems with photovoltaic generators
    Izumi, Shinsaku
    Karakawa, Yuya
    Xin, Xin
    ELECTRICAL ENGINEERING, 2019, 101 (02) : 321 - 331
  • [25] Analysis of small-signal stability of power systems with photovoltaic generators
    Shinsaku Izumi
    Yuya Karakawa
    Xin Xin
    Electrical Engineering, 2019, 101 : 321 - 331
  • [26] Invariant Subspace Based Eigenvalue Tracing for Power System Small-signal Stability Analysis
    Luo, Cheng
    Ajjarapu, Venkataramana
    2009 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-8, 2009, : 3803 - 3811
  • [27] A review of small-signal stability analysis of DFIG-based wind power system
    Nkosi, N. R.
    Bansal, Ramesh C.
    Adefarati, T.
    Naidoo, R. M.
    Bansal, Sanjay K.
    INTERNATIONAL JOURNAL OF MODELLING AND SIMULATION, 2023, 43 (03): : 153 - 170
  • [28] Small-Signal Stability Analysis of Wind Power Integrated System with Different PSS Models
    He, Ping
    Ma, Tao
    Li, Zhao
    Chen, Jie
    Fang, Qiyuan
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 721 - 726
  • [29] Security region based probabilistic small signal stability analysis for power systems with wind power integration
    Qin, Chao
    Yu, Yixin
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2014, (10): : 43 - 48
  • [30] Small-Signal Stability Analysis for Power System Frequency Regulation with Renewable Energy Participation
    He, Tingyi
    Li, Shengnan
    Wu, Shuijun
    Li, Ke
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021