Short-term load forecasting based on support vector machine optimized by catfish particle swarm optimization algorithm

被引:0
|
作者
Shi, Xiaoyan [1 ]
Li, Zhenbi [1 ]
机构
[1] Department of Electronic and Information Engineering, Anhui University of Science and Technology, Huainan 232001, Anhui, China
关键词
11;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:364 / 372
相关论文
共 50 条
  • [41] Support vector machines with PSO algorithm for short-term load forecasting
    Sun, Changyin
    Gong, Dengcai
    PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, 2006, : 676 - 680
  • [42] A Short-term Load Forecasting Based on Support Vector Regression
    Yu, Lu
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2015, 8 : 1055 - 1059
  • [43] A Short-Term Load Forecasting Model with a Modified Particle Swarm Optimization Algorithm and Least Squares Support Vector Machine Based on the Denoising Method of Empirical Mode Decomposition and Grey Relational Analysis
    Niu, Dongxiao
    Dai, Shuyu
    ENERGIES, 2017, 10 (03)
  • [44] Improved short-term load forecasting based on EEMD, Guassian disturbance firefly algorithm and support vector machine
    Song, Zongyun
    Niu, Dongxiao
    Qiu, Jinpeng
    Xiao, Xinli
    Ma, Tiannan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (03) : 1709 - 1719
  • [45] Short-Term Load Forecasting Using Support Vector Machine Optimized by the Improved Fruit Fly Algorithm and the Similar Day Method
    Jiang, Ai-hua
    Liang, Ni-xiao
    2014 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2014,
  • [46] Short-term Load Forecasting based on Wavelet-Particle Swarm
    Yin Xin
    Zhou Ye
    He Yi-gang
    Zhu Jun-fei
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [47] A particle swarm optimization to identifying the ARMAX model for short-term load forecasting
    Huang, CM
    Huang, CJ
    Wang, ML
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) : 1126 - 1133
  • [48] Particle swarm optimization-based neural network model for short-term load forecasting
    Lu, Ning
    Zhou, Jian-Zhong
    He, Yao-Yao
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2010, 38 (12): : 65 - 68
  • [49] Short-term power load forecasting based on Elman neural network with particle swarm optimization
    Xie, Kun
    Yi, Hong
    Hu, Gangyi
    Li, Leixin
    Fan, Zeyang
    NEUROCOMPUTING, 2020, 416 : 136 - 142
  • [50] Electricity load forecasting based on support vector machines and simulated annealing particle swarm optimization algorithm
    Wang, Jingmin
    Zhou, Yamin
    Chen, Xiaoyu
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2007, : 2836 - 2841