Methods of improvement of energy consumption forecasting using an artificial neural network

被引:0
|
作者
Piotrowski, Pawel [1 ]
机构
[1] Politechnika Warszwska, Inst Elektroenergetyki, PL-00662 Warsaw, Poland
来源
PRZEGLAD ELEKTROTECHNICZNY | 2007年 / 83卷 / 06期
关键词
middle term forecasting; artificial neural networks; electric energy consumption; electrical plant;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Electric energy consumption middle - term forecasting is important factor for electrical plants. The purpose of this paper is to present effective method of middle - term forecasting of electric energy consumption using an artificial neural network and showing important role of other factors than electric energy consumption in high quality predictions. The results will be compared with some statistical methods.
引用
收藏
页码:75 / 77
页数:3
相关论文
共 50 条
  • [31] Application of artificial neural network to power consumption forecasting for the Sarajevo region
    Zec, Lena
    Mikulovic, Jovan
    Zarkovic, Mileta
    ELECTRICAL ENGINEERING, 2024, : 3561 - 3572
  • [32] Consumption Optimization Aspects in Renewal Energy Systems Using Artificial Neural Network
    Preda, Stefan
    Marales, Razvan Cristian
    2019 6TH INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND ELECTRONICS ENGINEERING (ISEEE), 2019,
  • [33] A Hybrid Neural Network and ARIMA Model for Energy Consumption Forecasting
    Wang, Xiping
    Meng, Ming
    JOURNAL OF COMPUTERS, 2012, 7 (05) : 1184 - 1190
  • [34] Matlab for Forecasting of Energy Consumption Based on BP Neural Network
    Tu, Changhuan
    Li, Guoyou
    Zhao, Liang
    ENVIRONMENT MATERIALS AND ENVIRONMENT MANAGEMENT, 2011, 281 : 54 - +
  • [35] Spatial neural network for forecasting energy consumption of Palembang area
    Rif'an, M.
    Daryanto, D.
    Agung, A.
    4TH ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE, 2019, 2019, 1402
  • [36] Optimum estimation and forecasting of renewable energy consumption by artificial neural networks
    Azadeh, A.
    Babazadeh, R.
    Asadzadeh, S. M.
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 27 : 605 - 612
  • [37] Forecasting Zakat Collection Using Artificial Neural Network
    Ubaidillah, Sh. Hafizah Sy Ahmad
    Sallehuddin, Roselina
    PROCEEDINGS OF THE 20TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM20): RESEARCH IN MATHEMATICAL SCIENCES: A CATALYST FOR CREATIVITY AND INNOVATION, PTS A AND B, 2013, 1522 : 196 - 204
  • [38] A survey on rainfall forecasting using artificial neural network
    Liu, Qi
    Zou, Yanyun
    Liu, Xiaodong
    Linge, Nigel
    INTERNATIONAL JOURNAL OF EMBEDDED SYSTEMS, 2019, 11 (02) : 240 - 249
  • [39] Electricity price forecasting using Artificial Neural Network
    Ranjbar, M.
    Soleymani, S.
    Sadati, N.
    Ranjbar, A. M.
    2006 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONIC, DRIVES AND ENERGY SYSTEMS, VOLS 1 AND 2, 2006, : 931 - +
  • [40] Weather forecasting model using Artificial Neural Network
    Abhishek, Kumar
    Singh, M. P.
    Ghosh, Saswata
    Anand, Abhishek
    2ND INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION, CONTROL AND INFORMATION TECHNOLOGY (C3IT-2012), 2012, 4 : 311 - 318