Get started
Author

Mohanad S. AL‐Musaylh

Observed names: Al-Musaylh, Mohanad, Mohanad S. AL-Musaylh, Mohanad S. Al-Musaylh, S AL-Musaylh Mohanad
ORCID: 0000-0002-2002-1429
Observed ORCID: 0000-0002-2002-1429
OpenAlex ID: A5050915145
Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia
2017 · Mohanad S. Al-Musaylh, Ravinesh C. Deo, et al. · Advanced Engineering Informatics · 317
Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting
2018 · Mohanad S. AL-Musaylh, Ravinesh C. Deo, et al. · Applied Energy · 163
Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results
2022 · Sujan Ghimire, Ravinesh C. Deo, et al. · Energies · 102
PDF
A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
2023 · Sujan Ghimire, Thong Nguyen-Huy, et al. · Energy · 70
PDF
Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia
2019 · Mohanad S. AL-Musaylh, Ravinesh C. Deo, et al. · Renewable and Sustainable Energy Reviews · 69
Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables
2023 · Sujan Ghimire, Thong Nguyen-Huy, et al. · Energy and AI · 68
Hybrid deep learning model for wave height prediction in Australia's wave energy region
2023 · Abul Abrar Masrur Ahmed, S.Janifer Jabin Jui, et al. · Applied Soft Computing · 64
Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
2024 · Sujan Ghimire, Mohanad S. AL-Musaylh, et al. · Applied Energy · 38
Multi-step solar ultraviolet index prediction: integrating convolutional neural networks with long short-term memory for a representative case study in Queensland, Australia
2025 · Mohanad S. Al-Musaylh, Kadhem Al-Daffaie, et al. · Modeling Earth Systems and Environment · 35
PDF
Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network
2022 · Ravinesh C. Deo, Richard H. Grant, et al. · Stochastic Environmental Research and Risk Assessment · 33
PDF
Gas consumption demand forecasting with empirical wavelet transform based machine learning model: A case study
2021 · Mohanad S. AL‐Musaylh, Kadhem Al‐Daffaie, et al. · International Journal of Energy Research · 32
PDF
Electrical Energy Demand Forecasting Model Development and Evaluation with Maximum Overlap Discrete Wavelet Transform-Online Sequential Extreme Learning Machines Algorithms
2020 · Mohanad S. Al-Musaylh, Ravinesh C. Deo, et al. · Energies · 32
PDF
Particle Swarm Optimized–Support Vector Regression Hybrid Model for Daily Horizon Electricity Demand Forecasting Using Climate Dataset
2018 · S AL-Musaylh Mohanad, C Deo Ravinesh, et al. · E3S Web of Conferences · 21
PDF
Predicting near-real-time total water level with an artificial intelligence model based on Australia’s tidal wave energy belt dataset
2025 · Mohanad S. AL-Musaylh, Zahra Gharineiat, et al. · Journal of Ocean Engineering and Marine Energy · 20
Monthly exchange rate prediction based on artificial intelligence models and Iraqi Dinar against United States dollar
2024 · Kadhem Al-Daffaiea, Mohanad S. AL-Musaylh, et al. · AIP conference proceedings · 13
Clustering similar time series data for the prediction the patients with heart disease
2022 · Raid Luaibi Lafta, Mohanad S. AL-Musaylh, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 3
PDF
Development of data intelligent models for electricity demand forecasting: case studies in the state of Queensland, Australia
2020 · Al-Musaylh, Mohanad · University of Southern Queensland ePrints (University of Southern Queensland)
Works count: 17
Citation count: 1,080
H-index: 14
I10-index: 15
Year
Topic
Type