Application of load, regularity evaluation in short-term load forecasting

被引:0
|
作者
Mu, G [1 ]
Chen, YH [1 ]
Ma, L [1 ]
机构
[1] NE China Inst Elect Power Engn, Jilin 132012, Peoples R China
关键词
load forecasting; load regularity evaluation; upper limit of prediction accuracy;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Obtaining high accuracy of the load forecasting result is an uphill task to those. who pursue in studies on load forecasting, but there is no way to avoid prediction error. Too. many insights have been, lighted on the construction of forecasting models ago to have notice on the regularity of load itself. A method of evaluating load regularity is introduced to evaluate the regularity of various loads before forecasting. What can be reached is die upper limit of the prediction accuracy by thoroughly analyzing the minimum modeling error of specific load. By using Load Regularity Evaluation Method, what will be shown is that how many regular components of the load can be mirrored, furthest, by the forecasting methods and how to direct improving forecasting methods to get better prediction results. Examples in experience show. its effectiveness.
引用
收藏
页码:1797 / 1800
页数:4
相关论文
共 50 条
  • [31] Short-Term Load Forecasting on Individual Consumers
    Jales Melo, Joao Victor
    Soares Lira, George Rossany
    Costa, Edson Guedes
    Leite Neto, Antonio F.
    Oliveira, Iago B.
    ENERGIES, 2022, 15 (16)
  • [32] Power system short-term load forecasting
    Wang, Jingyao
    PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY (ICMMCT 2017), 2017, 126 : 250 - 253
  • [33] SHORT-TERM LOAD FORECASTING BY MACHINE LEARNING
    Hsu, Chung-Chian
    Chen, Xiang-Ting
    Chen, Yu-Sheng
    Chang, Arthur
    2020 INTERNATIONAL SYMPOSIUM ON COMMUNITY-CENTRIC SYSTEMS (CCS), 2020,
  • [34] COMPARISON OF METHODS FOR SHORT-TERM LOAD FORECASTING
    DEISTLER, M
    FRAISSLER, W
    PETRITSCH, G
    SCHERRER, W
    ARCHIV FUR ELEKTROTECHNIK, 1988, 71 (06): : 389 - 397
  • [35] Comparison of Short-Term Load Forecasting Techniques
    Sethi, Rajat
    Kleissl, Jan
    2020 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH), 2020,
  • [36] AN ACCURATE MODEL FOR SHORT-TERM LOAD FORECASTING
    ABOUHUSSIEN, MS
    KANDIL, MS
    TANTAWY, MA
    FARGHAL, SA
    IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1981, 100 (09): : 4158 - 4165
  • [37] A New Strategy for Short-Term Load Forecasting
    Yang, Yi
    Wu, Jie
    Chen, Yanhua
    Li, Caihong
    ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [38] Short-term load forecasting of power system
    Xu, Xiaobin
    MATERIALS SCIENCE, ENERGY TECHNOLOGY, AND POWER ENGINEERING I, 2017, 1839
  • [39] Short-term load forecasting for energy markets
    Bartkiewicz, W
    Matusiak, B
    NEURAL NETWORKS AND SOFT COMPUTING, 2003, : 790 - 795
  • [40] Short-Term Load Forecasting Software Tool
    Chis, Violeta
    Barbulescu, Constantin
    Kilyeni, Stefan
    Dzitac, Simona
    2018 7TH INTERNATIONAL CONFERENCE ON COMPUTERS COMMUNICATIONS AND CONTROL (ICCCC 2018), 2018, : 111 - 118