Mid-Long Term Daily Electricity Consumption Forecasting Based on Piecewise Linear Regression and Dilated Causal CNN

no code implementations • 23 Oct 2023 • Zhou Lan, Ben Liu, Yi Feng, Danhuang Dong, Peng Zhang

This study decomposes the daily electricity consumption series into three components: trend, seasonal, and residual, and constructs a two-stage prediction method using piecewise linear regression as a filter and Dilated Causal CNN as a predictor.

regression