Department
Departement of ELECTRONICS
Research Interests
Contact Info
University of M'Sila, Algeria
On the Web:
-
Google Scholar N/A
-
ResearchGate N/A
-
ORCID N/A
-
SCScopus N/A
Recent Publications
Enhanced Short-Term Wind Speed Forecasting Using Weather Inputs, Multistage Decomposition, and a Combination of Deep Learning Techniques
Citation
M. MEZAACHE Hatem, (2024-12-23), "Enhanced Short-Term Wind Speed Forecasting Using Weather Inputs, Multistage Decomposition, and a Combination of Deep Learning Techniques", [international] 5thInternational Conference on Scientific and Academic Research , Konya- Turkey
The Effects of Weather Inputs on Predictionof SolarRadiation and their Importance for Saharan Agriculture
Citation
M. MEZAACHE Hatem, (2024-12-18), "The Effects of Weather Inputs on Predictionof SolarRadiation and their Importance for Saharan Agriculture", [national] 1er Séminaire National sur l'Agriculture Saharienne à l'Ere des Energies Renouvelables , Adrar
Comparative Analyses of Forecasting Methods for Renewable Energy Across Forecast Horizons
Citation
M. MEZAACHE Hatem, (2024-12-15), "Comparative Analyses of Forecasting Methods for Renewable Energy Across Forecast Horizons", [national] Algerian Journal of Renewable Energy and Sustainable Development , University Ahmed Draya- Adrar- ALGERIA
Hybrid Machine Learning Model Combining SVR Kernels and Meteorological Inputs for Enhanced Short-Term Solar Power Forecasting
Citation
M. MEZAACHE Hatem, (2024-12-08), "Hybrid Machine Learning Model Combining SVR Kernels and Meteorological Inputs for Enhanced Short-Term Solar Power Forecasting", [national] 1st National Conference On Artificiel Intelligence And Information , Relizane- ALGERIA
Solar Radiation and Wind Speed Prediction using an Ensemble of Deep Learning Methods for Different Horizons
Citation
M. MEZAACHE Hatem, (2024-11-18), "Solar Radiation and Wind Speed Prediction using an Ensemble of Deep Learning Methods for Different Horizons", [national] The Second Conference on Advances in Computational Intelligence, Systems and Networking , Bouira- ALGERIA
A Multi-Stage Hybrid Model for Short-Term Solar Photovoltaic Power Forecasting An Approach Using Dimensionality Reduction and fused machine learning techniques case study: Msila city
Citation
M. MEZAACHE Hatem, (2024-11-09), "A Multi-Stage Hybrid Model for Short-Term Solar Photovoltaic Power Forecasting An Approach Using Dimensionality Reduction and fused machine learning techniques case study: Msila city", [national] SECOND NATIONAL CONFERENCE OF MATERIALS SCIENCES AND RENEWABLE ENERGY , RELIZANE, ALGERIA
Impact of Meteorological Inputs on Solar Irradiation Forecasting Using Deep Learning Models - Application to the Msila Site
Citation
M. MEZAACHE Hatem, (2024-10-13), "Impact of Meteorological Inputs on Solar Irradiation Forecasting Using Deep Learning Models - Application to the Msila Site", [national] 1er Séminaire National : Eau, Environnement et Energies Renouvelables , M'sila- ALGERIA
A Set of Forecasting Methods to Predict Solar Irradiance and Wind Speed for Different Horizons
Citation
M. MEZAACHE Hatem, (2024-04-17), "A Set of Forecasting Methods to Predict Solar Irradiance and Wind Speed for Different Horizons", [national] 1er Conférence National sur l'application d'intelligence A rtificiel le et le Développement Durable , EL-BAYATH
A Very Short Term Photovoltaic Power Forecasting Model using LDA Method and Deep Learning based on Multivariate Weather datasets
Citation
M. MEZAACHE Hatem, (2023-10-26), "A Very Short Term Photovoltaic Power Forecasting Model using LDA Method and Deep Learning based on Multivariate Weather datasets", [national] Engineering Proceedings , Multidisciplinary Digital Publishing Institute (MDPI)
Auto-Encoder with Neural Networks for Wind Speed Forecasting
Citation
M. MEZAACHE Hatem, (2018), "Auto-Encoder with Neural Networks for Wind Speed Forecasting", [international] International Conference on Communications and Electrical Engineering ICCEE18 , El-Oued, Algeria
Auto-Encoder with Neural Networks for Wind Speed Forecasting
Citation
M. MEZAACHE Hatem, (2018), "Auto-Encoder with Neural Networks for Wind Speed Forecasting", [international] International Conference on Electronics and Electrical Engineering ICEEE 2018 , Bouira, Algeria
Wind Speed Forecasting with Autoencoder and Elman Neural Network
Citation
M. MEZAACHE Hatem, (2017), "Wind Speed Forecasting with Autoencoder and Elman Neural Network", [international] The 1st International Conference On Electronics And New echnologies (ICENT) , M'sila. Algeria
Kernel Principal Components Analysis with Extreme Learning Machines for Wind Speed Prediction.
Citation
M. MEZAACHE Hatem, (2016), "Kernel Principal Components Analysis with Extreme Learning Machines for Wind Speed Prediction.", [international] The 7th International Renewable Energy Congress , Hammamet, Tunisia.