Parameter selection and optimization method of SVM model for short-term load forecasting

被引：0
|
作者：
Faculty of Information Engineering, Shanghai Maritime University, Shanghai 200135, China [1 ]
不详 [2 ]
机构：
来源：
Zhongguo Dianji Gongcheng Xuebao | 2006年 / 22卷 / 17-22期
关键词：
Electric loads;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] LOAD DEMAND OPTIMIZATION USING ADAPTIVE SHORT-TERM LOAD FORECASTING
    BRAND, M
    HUNER, P
    BACKES, HM
    [J]. CHEMIE INGENIEUR TECHNIK, 1988, 60 (10) : 755 - 758
  • [42] Short-term load forecasting with LS-SVM based on improved ant colony algorithm optimization
    Huang, Yuansheng
    Deng, Jiajia
    [J]. Journal of Computational Information Systems, 2010, 6 (05): : 1431 - 1438
  • [43] A new method for short-term electricity load forecasting
    Wang, Jing-Min
    Wang, Li-Ping
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2008, 30 (3-4) : 331 - 344
  • [44] Short-term load forecasting using Theta method
    Dudek, Grzegorz
    [J]. 14TH INTERNATIONAL SCIENTIFIC CONFERENCE FORECASTING IN ELECTRIC POWER ENGINEERING (PE 2018), 2019, 84
  • [45] An improved short-term load forecasting method of warship
    Li DongLiang
    Zhang XiaoFeng
    Qiao MingZhong
    Cheng Gang
    [J]. NUMBERS, INTELLIGENCE, MANUFACTURING TECHNOLOGY AND MACHINERY AUTOMATION, 2012, 127 : 575 - +
  • [46] A novel method for the short-term power load forecasting
    Lu, Min
    Wu, Xinrong
    Chen, Yi
    Lin, Kai
    Huang, Ruochen
    Lin, Qiongbin
    Xie, Lifu
    [J]. 2022 IEEE 9TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS, PESA, 2022,
  • [47] A New Short-term Electric Load Forecasting Method
    Chen, X.
    Wang, J. H.
    Wang, J.
    Zhang, Y. Y.
    [J]. INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2015), 2015, : 663 - 670
  • [48] Evaluating Feature Selection Methods for Short-term Load Forecasting
    Pirbazari, Aida Mehdipour
    Chakravorty, Antorweep
    Rong, Chunming
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), 2019, : 571 - 578
  • [49] Automatic Selection of Temperature Variables for Short-Term Load Forecasting
    Candela Esclapez, Alfredo
    Lopez Garcia, Miguel
    Valero Verdu, Sergio
    Senabre Blanes, Carolina
    [J]. SUSTAINABILITY, 2022, 14 (20)
  • [50] A short-term load forecasting method for micro-grid based on EMD-KELM-EKF and parameter optimization
    Tang, Qingfeng
    Liu, Nian
    Zhang, Jianhua
    Yu, Zhuangzhuang
    Zhang, Qingxin
    Lei, Jinyong
    [J]. Dianwang Jishu/Power System Technology, 2014, 38 (10): : 2691 - 2699
12345