Mawloud Guermoui - Publications, H-index & Citations | Canyam

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Mawloud Guermoui

universite de djelfa

27H-index

102Paper Count

2.2KCitation Count

Published Papers 34

Publication Date

Beyond Traditional Models: Transformer-Swarm Decomposition for Cutting-Edge Solar Power Forecasting Performance

Arabian Journal for Science and Engineering

IF2.9

2026-08-10

0

PREAI

Khaled Ferkous; Mawloud Guermoui; Belgacem Bekkar; Abdelfetah Belaid; Sarra Menakh; Abderahmane Bellaour; Abdelaziz Rabehi

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GIS-based fuzzy AHP multi-criteria assessment of concentrated solar power (CSP) potential in Timimoun, Algeria

Scientific Reports

IF3.9

2026-07-13

0

OAAI

Abdelfetah Belaid; Mawloud Guermoui; Sofiane Kherrour; Mohamed Arbi Khlifi; Yousef A. Alsabah; Abdelaziz Rabehi

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From Landslide Detection to Multi-Source LLM-Based Reporting: A Complete Framework for Rapid Assessment of Post-Disaster Scenarios

IF4.1

2026-06-03

0

OAAI

Mohammed Alruqimi; Abdelkader Riche; Pierluigi Confuorto; Mawloud Guermoui; Silvia Bianchini; Farid Melgani

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Adaptive Feedback-Driven Gram-Schmidt Pansharpening: An Iterative Quality Enhancement Framework

IET Image Processing

IF2.2

2026-04-13

0

PREAI

Ghadjati, Mohamed; Mehallel, Elhadi; Bouchemel, Ammar; Moussaoui, Abdelkrim; Guermoui, Mawloud; Rabehi, Abdelaziz; Agajie, Takele Ferede

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Optimizing Algeria's solar potential: end-to-end PV siting, performance mapping, and techno-economic insights

Energy Conversion and Management

IF10.9

2026-04-01

0

OAAI

Guermoui, Mawloud; Belaid, Abdelfetah; Riche, Abdelkader; Melgani, Farid

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Advanced national Atlas and Export outlook of green hydrogen: The Algerian case

IF11

2026-03-30

0

OAAI

Mawloud Guermoui; Abdelfetah Belaid; Farid Melgani

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Advanced evaluation of pre-trained CNN models for accurate forest fire detection

Natural Hazards

IF3.7

2026-02-26

0

PREAI

Siham Khirani; Abdelkerim Souahlia; Abdelhalim Rabehi; Mohammed Bourennane; Mawloud Guermoui; Imad Eddine Tibermacine; Abdelaziz Rabehi

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Hierarchical frequency-aware transformer for robust short- and multi-horizon photovoltaic power forecasting

Expert Systems with Applications

IF7.5

2026-02-15

0

PREAI

Khaled Ferkous; Sarra Menakh; Mawloud Guermoui; Soundous Sekayar; Fatima Zohra Oulad Laid

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Deep hybrid CNN–biLSTM model for accurate solar photovoltaic power forecasting: A comparative study with classical and neural models

IF5.1

2026-02-09

0

OAAI

Mohamed Nadour; Abdelhalim Rabehi; Nadji Hadroug; Mawloud Guermoui; Imad Eddine Tibermacine; Abdullah K. Alanazi; Mustapha Habib; Abdelaziz Rabehi

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Short-Term Photovoltaic Power Forecasting Using a Hybrid VMD-WPD-LSTM Model with Reconstruction

Arabian Journal for Science and Engineering

IF2.9

2026-01-12

0

PREAI

Khaled Ferkous; Belgacem Bekkar; Sarra Menakh; Mawloud Guermoui; Fatima Zohra Oulad Laid; Soundous Sekayar

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Novel hybrid modeling approach for enhanced photovoltaic power forecasting

Bulletin of the Tomsk Polytechnic University-Geo Assets Engineering

IF0.5

2026-01-01

0

OAAI

Bennaceur, F.; Benlahbib, B.; Guermoui, M.; Benbelghit, A.; Belaid, A.; Rabehi, A.

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Heliostat aiming strategies in concentrated solar power towers: A review

Renewable and Sustainable Energy Reviews

IF16.3

2025-11-21

0

PREAI

Toufik Arrif; Samir Hassani; A. Sánchez-González; Abdelfetah Belaid; Mawloud Guermoui; Farid Melgani

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Pattern-free heliostat layout optimization using a modified Artificial Bee Colony Algorithms: Comparison between staggered and spiral layouts

IF6.6

2025-06-15

0

PREAI

Toufik Arrif; Mawloud Guermoui; Abdelfetah Belaid; Badraddine Bezza

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Hybrid deep learning CNN-LSTM model for forecasting direct normal irradiance: a study on solar potential in Ghardaia, Algeria

SCIENTIFIC REPORTS

IF3.9

2025-05-02

0

OAAI

Ladjal, Boumediene; Nadour, Mohamed; Bechouat, Mohcene; Hadroug, Nadji; Sedraoui, Moussa; Rabehi, Abdelaziz; Guermoui, Mawloud; Agajie, Takele Ferede

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Vibration signal analysis for rolling bearings faults diagnosis based on deep-shallow features fusion

SCIENTIFIC REPORTS

IF3.9

2025-03-18

0

OAAI

Chennana, Ahmed; Megherbi, Ahmed Chaouki; Bessous, Noureddine; Sbaa, Salim; Teta, Ali; Belabbaci, El Ouanas; Rabehi, Abdelaziz; Guermoui, Mawloud; Agajie, Takele Ferede

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Comparative performance analysis of hemispherical solar stills using date and olive kernels as heat storage material

SCIENTIFIC REPORTS

IF3.9

2025-02-28

0

OAAI

Khelifi, Reski; Chekifi, Tawfiq; Belaid, Abdelfetah; Guermoui, Mawloud; Rabehi, Abdelaziz; Khaled, Ferkous; Adouane, Mabrouk; Al-Qattan, Ayman; Agajie, Takele Ferede

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Assessment of compressive strength of eco-concrete reinforced using machine learning tools

SCIENTIFIC REPORTS

IF3.9

2025-02-11

0

OAAI

Bentegri, Houcine; Rabehi, Mohamed; Kherfane, Samir; Nahool, Tarek Abdo; Rabehi, Abdelaziz; Guermoui, Mawloud; Alhussan, Amel Ali; Khafaga, Doaa Sami; Eid, Marwa M.; El-Kenawy, El-Sayed M.

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Optimal multiobjective design of an autonomous hybrid renewable energy system in the Adrar Region, Algeria

SCIENTIFIC REPORTS

IF3.9

2025-02-04

0

OAAI

Mehallou, Abderrahmane; M'hamdi, Benalia; Amari, Abderrahmane; Teguar, Madjid; Rabehi, Abdelaziz; Guermoui, Mawloud; Alharbi, Amal H.; El-kenawy, El-Sayed M.; Khafaga, Doaa Sami

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High-Resolution Mapping of Concentrated Solar Power Site Suitability in Ghardaa, Algeria: A GIS-Based Fuzzy Logic and Multi-Criteria Decision Analysis

IF3.6

2025-01-01

0

OAAI

Belaid, Abdelfetah; Guermoui, Mawloud; Riche, Abdelkader; Arrif, Toufik; Maamar, Hamdani; Mohamed Kamel, Cherier; Rabehi, Abdelaziz; Mahmoud Al Rahhal, Mohamad

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Hybrid attention-based deep neural networks for short-term wind power forecasting using meteorological data in desert regions

SCIENTIFIC REPORTS

IF3.9

2024-09-19

5

OAAI

Belletreche, Moussa; Bailek, Nadjem; Abotaleb, Mostafa; Bouchouicha, Kada; Zerouali, Bilel; Guermoui, Mawloud; Kuriqi, Alban; Alharbi, Amal H.; Khafaga, Doaa Sami; EL-Shimy, Mohamed; El-kenawy, El-Sayed M.

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