Prediction of probabilistic transient stability using support vector regression

被引:0
|
作者
Shahzad, Umair [1 ]
机构
[1] Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln,NE, United States
关键词
Conventional approach - Direct method - Dynamic security assessment - Machine-learning - Probabilistic transient stability - Soft-Computing - Support vector machine - Support vector regressions - Support vectors machine - Time-domain simulations;
D O I
10.1080/1448837X.2022.2112302
中图分类号
学科分类号
摘要
引用
收藏
页码:35 / 49
相关论文
共 50 条
  • [1] Feature Selection Using Probabilistic Prediction of Support Vector Regression
    Yang, Jian-Bo
    Ong, Chong-Jin
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 22 (06): : 954 - 962
  • [2] Stability number prediction for breakwater armor blocks using Support Vector Regression
    Dookie Kim
    Dong Hyawn Kim
    Seongkyu Chang
    Jong Jae Lee
    Do Hyung Lee
    [J]. KSCE Journal of Civil Engineering, 2011, 15 : 225 - 230
  • [3] Stability number prediction for breakwater armor blocks using Support Vector Regression
    Kim, Dookie
    Kim, Dong Hyawn
    Chang, Seongkyu
    Lee, Jong Jae
    Lee, Do Hyung
    [J]. KSCE JOURNAL OF CIVIL ENGINEERING, 2011, 15 (02) : 225 - 230
  • [4] Load Prediction Using Support Vector Regression
    Chong, Lee Wai
    Rengasamy, Divish
    Wong, Yee Wan
    Rajkumar, Rajprasad Kumar
    [J]. TENCON 2017 - 2017 IEEE REGION 10 CONFERENCE, 2017, : 1069 - 1074
  • [5] Reliability prediction using support vector regression
    Yuan Fuqing
    Uday Kumar
    Diego Galar
    [J]. International Journal of System Assurance Engineering and Management, 2010, 1 (3)
  • [6] Reliability prediction using support vector regression
    Fuqing, Yuan
    Kumar, Uday
    Galar, Diego
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2010, 1 (03) : 263 - 268
  • [7] A new probabilistic prediction approach based on local ν-support vector regression
    Zhang, Yong-Ming
    Chen, Lie
    Qi, Wei-Gui
    Tang, Hai-Yan
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 728 - 733
  • [8] Traffic flow prediction using support vector regression
    Nidhi N.
    Lobiyal D.K.
    [J]. International Journal of Information Technology, 2022, 14 (2) : 619 - 626
  • [9] Stock Price Prediction Using Support Vector Regression
    Abirami, R.
    Vijaya, M. S.
    [J]. GLOBAL TRENDS IN COMPUTING AND COMMUNICATION SYSTEMS, PT 1, 2012, 269 : 588 - 597
  • [10] Wind Speed Prediction Using Support Vector Regression
    Zhao, Pan
    Xia, Junrong
    Dai, Yiping
    He, Jiaxing
    [J]. ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 2, 2010, : 317 - +