Multi-Step Energy Demand and Generation Forecasting with Confidence Used for Specification-Free Aggregate Demand Optimization

Multi-Step Energy Demand and Generation Forecasting with Confidence Used for Specification-Free Aggregate Demand Optimization

Energy demand and generation are common variables that need to be forecast in recent years, due to the necessity for energy self-consumption via storage and Demand Side Management. This work studies multi-step time series forecasting models for energy with confidence intervals for each time point, a...

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Bibliographic Details
Main Authors: Nikolaos Kolokas, Dimosthenis Ioannidis, Dimitrios Tzovaras
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Energies
Subjects:
time series
forecasting
demand
generation
prediction interval
optimization
Online Access:https://www.mdpi.com/1996-1073/14/11/3162

Internet

https://www.mdpi.com/1996-1073/14/11/3162

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