Hourly Power Consumption Forecasting Using RobustSTL and TCN

Hourly Power Consumption Forecasting Using RobustSTL and TCN

Power consumption forecasting is a crucial need for power management to achieve sustainable energy. The power demand is increasing over time, while the forecasting of power consumption possesses challenges with nonlinearity patterns and various noise in the datasets. To this end, this paper proposes...

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Bibliographic Details
Main Authors: Chih-Hsueh Lin, Ulin Nuha, Guang-Zhi Lin, Tsair-Fwu Lee
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
forecasting
power consumption
RobustSTL
TCN
deep learning
Online Access:https://www.mdpi.com/2076-3417/12/9/4331

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https://www.mdpi.com/2076-3417/12/9/4331

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