Articles with "prophet lstm" as a keyword



Integrating Climate and Economic Predictors in Hybrid Prophet–(Q)LSTM Models for Sustainable National Energy Demand Forecasting: Evidence from The Netherlands

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Published in 2025 at "Sustainability"

DOI: 10.3390/su17198687

Abstract: Forecasting national energy demand is challenging under climate variability and macroeconomic uncertainty. We assess whether hybrid Prophet–(Q)LSTM models that integrate climate and economic predictors improve long-horizon forecasts for The Netherlands. This study covers 2010–2024 and… read more here.

Keywords: national energy; lstm models; demand; prophet lstm ... See more keywords