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Short-term electricity prices forecasting in a competitive market by a hybrid intelligent approach

机译:通过混合智能方法预测竞争市场中的短期电价

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摘要

In this paper, a hybrid intelligent approach is proposed for short-term electricity prices forecasting in a competitive market. The proposed approach is based on the wavelet transform and a hybrid of neural networks and fuzzy logic. Results from a case study based on the electricity market of mainland Spain are presented. A thorough comparison is carried out, taking into account the results of previous publications. Conclusions are duly drawn.
机译:本文提出了一种混合智能方法,用于竞争市场中的短期电价预测。所提出的方法基于小波变换以及神经网络和模糊逻辑的混合。给出了基于西班牙大陆电力市场的案例研究结果。考虑到以前的出版物的结果进行了彻底的比较。结论是适当得出的。

著录项

  • 来源
    《Energy Conversion & Management》 |2011年第2期|p.1061-1065|共5页
  • 作者单位

    Department of Electromechanical Engineering, University of Beira interior, R. Fonte do lameiro, 6201-001 Coviiha, Portugal,Center/or innovation in Electrical and Energy Engineering, Instituto Superior Ticnico, Technical University of Lisbon, Av. Rovisco Pais, 1049-001 Lisbon, Portugal;

    Department of Electromechanical Engineering, University of Beira interior, R. Fonte do lameiro, 6201-001 Coviiha, Portugal;

    Department of Electrical Engineering and Automation, Instituto Superior de Engenharia de Lisboa, R. Conselheiro Emidio Navarro, 1950-062 Lisbon, Portugal;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    electricity market; fuzzy logic; neural networks; price forecasting; wavelet transform;

    机译:电力市场;模糊逻辑;神经网络;价格预测;小波变换;

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