Author

Ghadah Alkhayat

Institution: Jubail Industrial College

Observed institutions: King Abdulaziz University, Jubail Industrial College

ORCID: 0000-0002-2396-1184

Observed ORCID: 0000-0002-2396-1184

OpenAlex ID: A5008250260

A review and taxonomy of wind and solar energy forecasting methods based on deep learning

2021 · Ghadah Alkhayat, Rashid Mehmood · Energy and AI · 334

SENERGY: A Novel Deep Learning-Based Auto-Selective Approach and Tool for Solar Energy Forecasting

2022 · Ghadah Alkhayat, Syed Hamid Hasan, et al. · Energies · 31

A Hybrid Model of Variational Mode Decomposition and Long Short-Term Memory for Next-Hour Wind Speed Forecasting in a Hot Desert Climate

2023 · Ghadah Alkhayat, Syed Hamid Hasan, et al. · Sustainability · 11

AI-Driven High-Performance Data Analytics for Climate-Resilient Smart Cities and Energy Systems

2025 · Rashid Mehmood, Ghadah Alkhayat, et al. · SSRN Electronic Journal · 1

Transfer Learning for Wind Speed Forecasting in the Desert

2025 · Ghadah Alkhayat · Learning and Technology Conference (L&T)

The Effect of Using Aerosol Variables on the Performance of Deep Learning-based GHI Forecasting Models

2024 · Ghadah Alkhayat, Syed Hamid Hasan, et al. · Preprints.org

Works count: 6

Citation count: 377

H-index: 3

I10-index: 3