In Day-Ahead Electricity Load Forecasting

被引:0
|
作者
Klempka, Ryszard [1 ]
Swiatek, Boguslaw [1 ]
机构
[1] AGH Univ Sci & Technol, Krakow, Poland
关键词
electricity load forecasting; ARTIFICIAL NEURAL-NETWORKS;
D O I
暂无
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
Growing competition on goods and utilities markets forces dramatic search for production costs reductions. Electricity costs are the principle cost components in steel industry. In many cases, it is even the main cost of the whole production. One of the main way of the electricity cost minimalization is hourly load forecasting. In this paper the algorithm of hourly electricity load forecasting for Polish large steel factory is presented.
引用
收藏
页码:313 / 317
页数:5
相关论文
共 50 条
  • [1] Forecasting quantiles of day-ahead electricity load
    Li, Z.
    Hurn, A. S.
    Clements, A. E.
    [J]. ENERGY ECONOMICS, 2017, 67 : 60 - 71
  • [2] Day-Ahead Electricity Load Forecasting with Multivariate Time Series
    Crujido, Lorenz Jan C.
    Gozon, Clark Darwin M.
    Pallugna, Reuel C.
    [J]. MINDANAO JOURNAL OF SCIENCE AND TECHNOLOGY, 2023, 21 (02): : 95 - 115
  • [3] Simultaneous day-ahead forecasting of electricity price and load in smart grids
    Shayeghi, H.
    Ghasemi, A.
    Moradzadeh, M.
    Nooshyar, M.
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2015, 95 : 371 - 384
  • [4] Price forecasting in the day-ahead electricity market
    Monroy, JJR
    Kita, H
    Tanaka, E
    Hasegawa, J
    [J]. UPEC 2004: 39th International Universitities Power Engineering Conference, Vols 1-3, Conference Proceedings, 2005, : 1303 - 1307
  • [5] Enhancing load, wind and solar generation for day-ahead forecasting of electricity prices
    Maciejowska, Katarzyna
    Nitka, Weronika
    Weron, Tomasz
    [J]. ENERGY ECONOMICS, 2021, 99
  • [6] Feature Extraction for Day-ahead Electricity-Load Forecasting in Residential Buildings
    Kychkin, Aleksey, V
    Chasparis, Georgios C.
    [J]. IFAC PAPERSONLINE, 2020, 53 (02): : 13094 - 13100
  • [7] Day-Ahead Short-Term Forecasting Electricity Load via Approximation
    Khamitov, R. N.
    Gritsay, A. S.
    Tyunkov, D. A.
    Sinitsin, G. E.
    [J]. 5TH INTERNATIONAL CONFERENCE: MODERN TECHNOLOGIES FOR NON-DESTRUCTIVE TESTING, 2017, 189
  • [8] DAY-AHEAD ELECTRICITY PRICE FORECASTING: LITHUANIAN CASE
    Bobinaite, Viktorija
    [J]. ELECTRICAL AND CONTROL TECHNOLOGIES, 2011, : 169 - 174
  • [9] Day-ahead electricity price forecasting in a grid environment
    Li, Guang
    Liu, Chen-Ching
    Mattson, Chris
    Lawarree, Jacques
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (01) : 266 - 274
  • [10] Day-Ahead Electricity Market Forecasting using Kernels
    Kekatos, Vassilis
    Veeramachaneni, Sriharsha
    Light, Marc
    Giannakis, Georgios B.
    [J]. 2013 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES (ISGT), 2013,