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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Sibonelo Motepe, Ali N. Hasan, Thokozani Shongwe
Format: Artykuł
Język:English
Wydane: MDPI AG 2022-03-01
Seria:Energies
Hasła przedmiotowe:
deep learning
forecasting
power outages
coal power plants
recurrent neural networks
ensemble techniques
Dostęp online:https://www.mdpi.com/1996-1073/15/7/2546

Internet

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

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