Electricity Consumption Forecasting Using Gated-FCN With Ensemble Strategy

Accurate electricity consumption forecasting in the power grids ensures efficient generation and distribution of electricity. Keeping this in mind, the paper introduces a novel deep learning model, termed Gated-FCN, for short-term load forecasting. The key idea is to introduce an automated feature s...

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Veröffentlicht in:IEEE access 2021, Vol.9, p.131365-131381
Hauptverfasser: Naz, Aqdas, Javaid, Nadeem, Asif, Muhammad, Javed, Muhammad Umar, Ahmed, Abrar, Gulfam, Sardar Muhammad, Shafiq, Muhammad, Choi, Jin-Ghoo
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Sprache:eng
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