Guermoui Mawloud
Guermoui Mawloud
Unité de Recherche Appliquée en Energies Renouvelables, URAER, Centre de Développement des Energies
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A comprehensive review of hybrid models for solar radiation forecasting
M Guermoui, F Melgani, K Gairaa, ML Mekhalfi
Journal of Cleaner Production 258, 120357, 2020
Hybrid models for global solar radiation prediction: A case study
A Rabehi, M Guermoui, D Lalmi
International Journal of Ambient Energy 41 (1), 31-40, 2018
Multi-step ahead forecasting of daily global and direct solar radiation: a review and case study of Ghardaia region
M Guermoui, F Melgani, C Danilo
Journal of Cleaner Production 201, 716-734, 2018
Estimation of the daily global solar radiation based on the Gaussian process regression methodology in the Saharan climate
M Guermoui, K Gairaa, A Rabehi, D Djafer, S Benkaciali
The European Physical Journal Plus 133, 1-17, 2018
A novel hybrid model for solar radiation forecasting using support vector machine and bee colony optimization algorithm: review and case study
M Guermoui, K Gairaa, J Boland, T Arrif
Journal of Solar Energy Engineering 143 (2), 2021
Support vector regression methodology for estimating global solar radiation in Algeria
M Guermoui, A Rabehi, K Gairaa, S Benkaciali
The European Physical Journal Plus 133, 1-9, 2018
Impact of training data size on the LSTM performances for rainfall–runoff modeling
T Boulmaiz, M Guermoui, H Boutaghane
Modeling Earth Systems and Environment 6, 2153-2164, 2020
Forecasting intra-hour variance of photovoltaic power using a new integrated model
M Guermoui, K Bouchouicha, N Bailek, JW Boland
Energy Conversion and Management 245, 114569, 2021
Multi-step-ahead forecasting of daily solar radiation components in the Saharan climate
R Khelifi, M Guermoui, A Rabehi, D Lalmi
International Journal of Ambient Energy 41 (6), 707-715, 2020
Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction
M Saber, T Boulmaiz, M Guermoui, KI Abdrabo, SA Kantoush, T Sumi, ...
Geocarto International 37 (25), 7462-7487, 2022
Modeling soil temperature based on Gaussian process regression in a semi-arid-climate, case study Ghardaia, Algeria
R Mihoub, N Chabour, M Guermoui
Geomechanics and Geophysics for Geo-Energy and Geo-Resources 2, 397-403, 2016
New temperature-based predicting model for global solar radiation using support vector regression
M Guermoui, R Abdelaziz, K Gairaa, L Djemoui, S Benkaciali
International Journal of Ambient Energy 43 (1), 1397-1407, 2022
Heart sounds analysis using wavelets responses and support vector machines
M Guermoui, ML Mekhalfi, K Ferroudji
2013 8th International Workshop on Systems, Signal Processing and their …, 2013
Optimisation of heliostat field layout for solar power tower systems using iterative artificial bee colony algorithm: a review and case study
T Arrif, A Benchabane, M Germoui, B Bezza, A Belaid
International Journal of Ambient Energy 42 (1), 65-80, 2021
Soft computing for solar radiation potential assessment in Algeria
M Guermoui, A Rabehi
International Journal of Ambient Energy 41 (13), 1524-1533, 2020
Evaluation of the global solar irradiation from the artificial neural network technique
S Benkaciali, M Haddadi, A Khellaf, K Gairaa, M Guermoui
Journal of Renewable Energies 19 (4), 617-631, 2016
Clear-sky models evaluation of two sites over Algeria for PV forecasting purpose
K Gairaa, S Benkaciali, M Guermoui
The European Physical Journal Plus 134 (10), 534, 2019
Daily global solar radiation modelling using multi-layer perceptron neural networks in semi-arid region
M Guermoui, A Rabehi, S Benkaciali, D Djafer
Leonardo electronic journal of practices and technologies 28, 35-46, 2016
A dense phase descriptor for human ear recognition
MM Al Rahhal, ML Mekhalfi, M Guermoui, E Othman, B Lei, A Mahmood
IEEE Access 6, 11883-11887, 2018
Solar radiation measurements in Algeria: case of Ghardaïa station as member of the enerMENA meteorological network
K Gairaa, A Khellaf, S Benkacilai, M Guermoui
Energy Procedia 141, 50-54, 2017
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