A Geometric Programming to Importance Sampling for Power System Reliability Evaluation

被引:15
|
作者
Yan, Chao [1 ]
Ding, Tao [1 ]
Bie, Zhaohong [1 ]
Wang, Xifan [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R China
基金
中国国家自然科学基金;
关键词
Geometric programming (GP); importance sampling (IS); power system reliability; variance minimization (VM); CROSS-ENTROPY;
D O I
10.1109/TPWRS.2016.2568751
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 novel Geometric Programming (GP) is presented in the first time by the optimization model of importance sampling parameters (ISP) in Variance Minimization (VM) for importance sampling (IS) of power system reliability evaluation. The key point of the proposed method is that the equality constraints of VM optimization model can be relaxed into inequalities because of its special structure, thus a new GP-VM convex optimization model can be built exactly to solve the difficulty of obtaining the optimal ISP. Numerical results of two test systems verify the effectiveness of the proposed method.
引用
收藏
页码:1568 / 1569
页数:2
相关论文
共 50 条
  • [21] POWER SYSTEM RELIABILITY EVALUATION
    BILLINTO.R
    INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING EDUCATION, 1970, 8 (06) : 467 - &
  • [22] Determination of the minimum sampling frequency in bandpass sampling by geometric approach and geometric programming
    Saatci, Esra
    Saatci, Ertugrul
    SIGNAL IMAGE AND VIDEO PROCESSING, 2018, 12 (07) : 1319 - 1327
  • [23] Determination of the minimum sampling frequency in bandpass sampling by geometric approach and geometric programming
    Esra Saatci
    Ertugrul Saatci
    Signal, Image and Video Processing, 2018, 12 : 1319 - 1327
  • [24] Monte Carlo importance sampling optimization for system reliability applications
    Campioni, L
    Vestrucci, P
    ANNALS OF NUCLEAR ENERGY, 2004, 31 (09) : 1005 - 1025
  • [25] Modeling and Optimizing the System Reliability Using Bounded Geometric Programming Approach
    Ahmad, Shafiq
    Ahmad, Firoz
    Alam, Intekhab
    Sayed, Abdelaty Edrees
    Abdollahian, Mali
    MATHEMATICS, 2022, 10 (14)
  • [26] Dimensional importance based quasi Monte Carlo method for reliability evaluation of power system
    Hou Y.
    Wang X.
    Zhang Y.
    Guo J.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2016, 40 (16): : 31 - 37and158
  • [27] GEOMETRIC PROGRAMMING APPROACHES OF RELIABILITY ALLOCATION
    Udriste, Constantin
    Abed, Saad Abbas
    Tevy, Ionel
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN-SERIES A-APPLIED MATHEMATICS AND PHYSICS, 2017, 79 (03): : 3 - 10
  • [28] A Cross-Entropy-Based Three-Stage Sequential Importance Sampling for Composite Power System Short-Term Reliability Evaluation
    Wang, Yue
    Guo, Chuangxin
    Wu, Q. H.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) : 4254 - 4263
  • [29] Composite Power System Vulnerability Evaluation to Cascading Failures Using Importance Sampling and Antithetic Variates
    Chen, Quan
    Mili, Lamine
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (03) : 2321 - 2330
  • [30] Power control by geometric programming
    Chiang, Mung
    Tan, Chee Wei
    Palomar, Daniel P.
    O'Neill, Daniel
    Julian, David
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2007, 6 (07) : 2640 - 2651