Deterioration of Electrical Load Forecasting Models in a Smart Grid Environment

Deterioration of Electrical Load Forecasting Models in a Smart Grid Environment

Smart Grid (S.G.) is a digitally enabled power grid with an automatic capability to control electricity and information between utility and consumer. S.G. data streams are heterogenous and possess a dynamic environment, whereas the existing machine learning methods are static and stand obsolete in s...

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Bibliographic Details
Main Authors: Abdul Azeem, Idris Ismail, Syed Muslim Jameel, Fakhizan Romlie, Kamaluddeen Usman Danyaro, Saurabh Shukla
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
energy management
adaptive models
generation modalities
load forecasting
machine learning
model deterioration
Online Access:https://www.mdpi.com/1424-8220/22/12/4363

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https://www.mdpi.com/1424-8220/22/12/4363

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