Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, 3004, Australia Tingting Ye, Rongbin Xu, Gongbo Chen, Pei Yu, Michael J. Abramson, Yuming Guo & Shanshan Li Jiangsu Key Laboratory of Atmospheric Environment Monitoring and Po...
Categorical features such as seasons, weekdays, and holidays are processed using a one-hot coder, which effectively converts each category into a binary vector, which is particularly beneficial for features such as seasons that lack a linear or hierarchical order. Historical loads and temperatures ...
Additionally, the ARIMAX model, considering varying consumer behavior during weekdays, weekends, and holidays, has outperformed the ARMA model [7,31]. A seasonal autoregressive integrated moving average (SARIMA) model was proposed to address the nonlinear relationships among variables and to determine re...