Shang, Han Lin - In: Journal of Applied Statistics 40 (2013) 1, pp. 152-168
This empirical paper presents a number of functional modelling and forecasting methods for predicting very short-term (such as minute-by-minute) electricity demand. The proposed functional methods slice a seasonal univariate time series (TS) into a TS of curves; reduce the dimensionality of...