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Real-time household load priority scheduling algorithm based on prediction of renewable source availability

  • Xin Liu*
  • , Liviu Ivanescu
  • , Rui Kang
  • , Martin Maier
  • *此作品的通讯作者
  • Hebei University of Engineering
  • Beihang University
  • Institut national de la recherche scientifique

科研成果: 期刊稿件文章同行评审

摘要

We propose a real-time household load priority scheduling algorithm based on renewable source availability prediction to maximize the benefits of renewable sources and minimize the total cost of energy consumption with consumers comfort constraints. Home appliances are assigned dynamic priority according to their different energy consumption modes and their corresponding status. Hour-byhour weather forecast is considered to predict the availability of the renewable sources. Based on the allocated priority, home appliances are scheduled according to the predicted output of renewable sources and the forecast electricity market price. In addition, to effectively schedule appliances according to the real-time output of renewable sources and the electricity market price changes, which generally deviate from the corresponding forecasting, an algorithm for realtime household load scheduling is proposed and its benefits on cost and energy efficiency are discussed as well.

源语言英语
文章编号6227429
页(从-至)318-326
页数9
期刊IEEE Transactions on Consumer Electronics
58
2
DOI
出版状态已出版 - 2012

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

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