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基于LSTM与三维模型的电量预测方法研究

朱富云, 葛晔,周蕾,胡祖辉

Electric Power Equipment Management(2022)

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Abstract
为进一步提高电量预测精度,本文提出了基于LSTM与三维模型的电量预测方法.通过比较加性分解和乘性分解的预测结果发现,加性分解和乘性分解均可以取得较高的预测精度,但由于乘性分解的误差累积效应较大,因此其最终合并后的预测精度比加性分解略低.
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