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May, 2024
负载预测的自动深度学习
Automated Deep Learning for Load Forecasting
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Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère
TL;DR
电力消耗预测是确保电网性能和稳定性的关键,本文介绍了自动深度学习在负荷预测中的应用,并通过自动选择特征和优化网络架构和超参数,展示了能够超越现有方法的原创深度学习模型。
Abstract
Accurate
forecasting
of
electricity consumption
is essential to ensure the performance and stability of the grid, especially as the use of renewable energy increases.
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