Time Series Analysis, Exploratory Data Analysis, Feature Engineering, Energy Consumption, Data Science.
consideration lags that are not auto-regressive or seasonal is usually a bad idea since they could bring to overfitting as well. Rather, try to understand while a certain lag is important. Transforming lags can often lead to more powerful features. For example, seasonal lags can be aggregated using