Clifford Fuzzy Support Vector Machine for Regression and Its Application in Electric Load Forecasting of Energy System (vol 9, 793078, 2021)

被引:0
|
作者
Wang, Rui [1 ]
Xia, Xiaoyi [1 ]
Li, Yanping [1 ]
Cao, Wenming [2 ]
机构
[1] Shanghai Univ, Sch Commun & Informat Engn, Shanghai, Peoples R China
[2] Shenzhen Univ, Coll Elect & Informat Engn, Shenzhen, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Clifford geometric algebra; support vector regression; fuzzy membership; multi-output; electric load forecasting;
D O I
10.3389/fenrg.2022.848817
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Clifford Fuzzy Support Vector Machine for Regression and Its Application in Electric Load Forecasting of Energy System
    Wang, Rui
    Xia, Xiaoyi
    Li, Yanping
    Cao, Wenming
    FRONTIERS IN ENERGY RESEARCH, 2021, 9
  • [2] Application of fuzzy support vector regression machine in power load prediction
    Xia, Yan
    Yu, Shun
    Jiang, Liu
    Wang, Liming
    Lv, Haihua
    Shen, Qingze
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (05) : 8027 - 8027
  • [3] The Application of Support Vector Machine in Load Forecasting
    Zhao, Wenqing
    Wang, Fei
    Niu, Dongxiao
    JOURNAL OF COMPUTERS, 2012, 7 (07) : 1615 - 1622
  • [4] Application of Support Vector Machine and Fuzzy Rules Method for Power Load Forecasting
    Zhang, Qian
    2010 SECOND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATIONS: ICCEA 2010, PROCEEDINGS, VOL 1, 2010, : 542 - 545
  • [5] A robust support vector regression model for electric load forecasting
    Luo, Jian
    Hong, Tao
    Gao, Zheming
    Fang, Shu-Cherng
    INTERNATIONAL JOURNAL OF FORECASTING, 2023, 39 (02) : 1005 - 1020
  • [6] Application of Support Vector Machine Regression in Ozone Forecasting
    Su X.-Q.
    An J.-L.
    Zhang Y.-X.
    Liang J.-S.
    Liu J.-D.
    Wang X.
    Huanjing Kexue/Environmental Science, 2019, 40 (04): : 1697 - 1704
  • [7] Application of Support Vector Regression in Power System Short Term Load Forecasting
    Jiang, Huilan
    Yu, Xiaoming
    Yu, Yaozhou
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2008, : 26 - +
  • [8] Application of Fuzzy Support Vector Machine in Short-Term Power Load Forecasting
    Yang, Jie
    Tang, Yachun
    Duan, Huabin
    JOURNAL OF CASES ON INFORMATION TECHNOLOGY, 2022, 24 (05)
  • [9] Fuzzy support vector machines regression for business forecasting: An application
    Bao, Yukun
    Zhang, Rui
    Crone, Sven F.
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 1313 - 1317
  • [10] Support vector regression with asymmetric loss for optimal electric load forecasting
    Wu, Jinran
    Wang, You-Gan
    Tian, Yu-Chu
    Burrage, Kevin
    Cao, Taoyun
    ENERGY, 2021, 223