Short-term load forecasting model based on LS-SVM with PCA

被引:0
|
作者
China Agricultural University, Beijing 100083, China [1 ]
机构
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:13 / 17
相关论文
共 50 条
  • [1] Short-term load forecasting model based on LS-SVM in Bayesian inference
    Zhang, Yun-yun
    Niu, Dong-xiao
    Lv, Hai-tao
    Zhang, Ye
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 247 - +
  • [2] Application of LS-SVM in the Short-term Power Load Forecasting Based on QPSO
    Liao Xiaohui
    Ding Qian
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE, 2014, 101 : 225 - 228
  • [3] Regional economic short-term forecasting based on LS-SVM
    Lin Jian
    Zhu Bang-zhu
    [J]. Proceedings of 2006 Chinese Control and Decision Conference, 2006, : 913 - 916
  • [4] Short-Term Load Forecasting Based on LS-SVM Optimized by Bacterial Colony Chemotaxis Algorithm
    Shi, Zhi-biao
    Li, Yang
    Yu, Tao
    [J]. 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND MULTIMEDIA TECHNOLOGY, PROCEEDINGS, 2009, : 306 - +
  • [5] A novel method based on PCA and LS-SVM for power load forecasting
    Liu, Baoying
    Yang, Rengang
    [J]. 2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, : 759 - 763
  • [6] LS-SVM Based Two Step Commercial Short-Term Load Prediction
    Xu, Heng
    Zhu, Xiaojun
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2019), 2019,
  • [7] A Short-Term Load Forecasting Model Based on LS-SVM Optimized by Dynamic Inertia Weight Particle Swarm Optimization Algorithm
    Niu, Dongxiao
    Kou, Bingen
    Zhang, Yunyun
    Gu, Zhihong
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 2, PROCEEDINGS, 2009, 5552 : 242 - +
  • [8] Building Cooling Load Forecasting Model Based on LS-SVM
    Li Xuemei
    Lu Jin-hu
    Ding Lixing
    Xu Gang
    Li Jibin
    [J]. 2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 1, PROCEEDINGS, 2009, : 55 - +
  • [9] On efficient tuning of LS-SVM hyper-parameters in short-term load forecasting: A comparative study
    Afshin, Mohammadreza
    Sadeghian, Afireza
    Raahemifar, Kaamran
    [J]. 2007 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-10, 2007, : 104 - +
  • [10] Short-Term Wind Speed Prediction Based on LS-SVM
    Han, Xiaojuan
    Chen, Fang
    Cao, Hui
    Li, Xiangjun
    Zhang, Xilin
    [J]. PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 3200 - 3204