Statistical Learning Tools for Electricity Load Forecasting
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Statistical Learning Tools for Electricity Load Forecasting, Birkhäuser Von Anestis Antoniadis, Jairo Cugliari, Matteo Fasiolo, Yannig Goude, Jean-Michel Poggi, im heise shop in digitaler Fassung erhältlich
Produktinformationen "Statistical Learning Tools for Electricity Load Forecasting"
Introduction.- Part I: A Toolbox of Models.- Additive Modelling of Electricity
Demand with mgcv.- Probabilistic GAMs: Beyond Mean Modelling.- Functional Time
Series.- Random Forests.- Aggregation of Experts.- Mixed Effects Models for
Electricity Load Forecasting.- Part II: Case Studies: Models in Action on
Specific Applications.- Disaggregated Forecasting of the Total Consumption.-
Aggregation of Multi-Scale Experts.- Short-Term Load Forecasting using
Fine-Grained Data.- Functional State Space Models.- Forecasting Daily Peak
Demand using GAMs.- Forecasting During the Lockdown Period.
Artikel-Details
- Anbieter:
- Birkhäuser
- Autor:
- Anestis Antoniadis, Jairo Cugliari, Matteo Fasiolo, Yannig Goude, Jean-Michel Poggi
- Artikelnummer:
- 9783031603396
- Veröffentlicht:
- 14.08.24