Name
Title | ||
|---|---|---|
Spectral Characterization of the Multi-Seasonal Component of the Italian Electric Load: A LASSO-FFT Approach. |
Abstract | ||
|---|---|---|
In this letter, the modeling of the multi-seasonal component of the national electric load is investigated. Differently from additive models that consider just the sum of daily, weekly, and yearly periodic components, in order to account for possible interaction terms a full parametrization in the frequency domain is considered. In the case of quarter-hourly data, almost 1 million parameters are n... |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/LCSYS.2019.2922192 | IEEE Control Systems Letters |
Keywords | Field | DocType |
Harmonic analysis,Load modeling,Additives,Fast Fourier transforms,Time series analysis,Complexity theory,Power demand | Mean absolute percentage error,Frequency domain,Time series,Additive model,Parametrization,Lasso (statistics),Algorithm,Fast Fourier transform,Parameter space,Mathematics | Journal |
Volume | Issue | ISSN |
4 | 1 | 2475-1456 |
Citations | PageRank | References |
1 | 0.41 | 0 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Alessandro Incremona | 1 | 1 | 0.75 |
| Giuseppe De Nicolao | 2 | 738 | 76.26 |