Experimental Analysis of GBM to Expand the Time Horizon of Irish Electricity Price Forecasts

In response to the inherent challenges of generating cost-effective electricity consumption schedules for dynamic systems, this paper espouses the use of GBM or Gradient Boosting Machine-based models for electricity price forecasting. These models are applied to data streams from the Irish electrici...

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Bibliographic Details
Main Authors: Conor Lynch, Christian O’Leary, Preetham Govind Kolar Sundareshan, Yavuz Akin
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/22/7587

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