Forecasting the Total South African Unplanned Capability Loss Factor Using an Ensemble of Deep Learning Techniques

Forecasting the Total South African Unplanned Capability Loss Factor Using an Ensemble of Deep Learning Techniques

Unplanned power plant failures have been seen to be a major cause of power shortages, and thus customer power cuts, in the South African power grid. These failures are measured as the unplanned capability loss factor (UCLF). The study of South Africa’s UCLF is almost non-existent. Parameters that af...

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Bibliographic Details
Main Authors: Sibonelo Motepe, Ali N. Hasan, Thokozani Shongwe
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
deep learning
forecasting
power outages
coal power plants
recurrent neural networks
ensemble techniques
Online Access:https://www.mdpi.com/1996-1073/15/7/2546

Internet

https://www.mdpi.com/1996-1073/15/7/2546

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