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ARTIFICIAL NEURAL NETWORK-BASED ELECTRICITY MARKET PRICE PREDICTION SYSTEM

机译:基于人工神经网络的电力市场价格预测系统

摘要

The present invention relates to an artificial neural network-based electricity market price prediction method and apparatus, and the electricity market price prediction method may comprise the steps of: collecting electricity transaction data from a database; processing the collected data into a state that can be input to an artificial neural network; performing learning of the artificial neural network with the processed data; and predicting a system marginal price (SMP) by using the learned artificial neural network. According to the present invention, it is possible to predict the system marginal price (SMP) of a day-ahead market and/or a real-time market through the learned artificial neural network.
机译:本发明涉及一种基于人工神经网络的电力市场价格预测方法和装置,电力市场价格预测方法可以包括以下步骤:从数据库收集电力交易数据; 将收集的数据处理到可以输入人工神经网络的状态; 用处理数据执行人工神经网络的学习; 通过使用所学到的人工神经网络预测系统边际价格(SMP)。 根据本发明,可以通过所学到的人工神经网络预测一天市场的系统边际价格(SMP)和/或实时市场。

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