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(356-2571-1-PB)A NEW TREND BASED APPROACH FOR FORECASTING OF ELECTRICITY DEMAND IN KOREA

机译:(356-2571-1-PB)一种基于趋势的韩国电力需求预测方法

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摘要

Many forecasting methods for electric power demand have been developed. In Korea, however, these kinds of methods do not work correctly. A peculiar seasonality in Korea increases the forecasting error produced by previous methods. Two big festivals, Chuseok and Seol, also produce forecasting errors. Therefore, a new demand forecasting model is required. In this paper, we introduce a new model for electric power demand forecasting which is appropriate to Korea. We start the research using the concept of weekday average. The final goal is to forecast hourly demand for both the long and short term. We finally obtain the result with accuracy of over 95%.
机译:已经开发了许多电力需求的预测方法。但是,在韩国,这些方法无法正常使用。韩国特殊的季节性会增加以前方法产生的预测误差。中秋节和首尔节这两个重要节日也产生了预报误差。因此,需要新的需求预测模型。在本文中,我们介绍了一种适用于韩国的电力需求预测新模型。我们使用工作日平均的概念开始研究。最终目标是预测长期和短期的每小时需求。我们最终以95%以上的准确度获得了结果。

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