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A. Mellit

University of Jijel

63H-index
259Paper Count
1.5WCitation Count
Published Papers 89
Publication Date
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Enhancing defect detection in photovoltaic cells through advanced cascade CNN with attention mechanisms on electroluminescence images
errEnergy Conversion and Management
IF10.9
err2025-10-11
err0
PREAI
errNadia Drir; Adel Mellit; Nicola Blasuttigh; Alessandro Massi Pavan
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errSave
Integration of PV Systems in Urban Environments: Complementary Metrics to Analyze Their Performance
errEnergies 2025, Vol. 18, Page 4411
IF3.2
err2025-08-23
err0
PREAI
errCarlos Gilabert-Torres; Leocadio Hontoria-García; Juan Ignacio Fernández-Carrasco; Adel Mellit; Catalina Rus-Casas
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errSave
Hybrid vision transformer model for defect classification in photovoltaic modules using thermographic imaging: Leveraging self-attention mechanisms for enhanced accuracy
errRenewable Energy
IF9.1
err2025-08-06
err0
PREAI
errN. Kellil; A. Mellit; C. Rus-Casas; M. Benghanem
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errSave
An End-to-End Prototype for Fault Diagnosis of Solar Photovoltaic Modules Using Infrared Thermographic Images and Lightweight Deep CNNs
errIEEE Transactions on Industry Applications
IF4.5
err2025-07-22
err0
PREAI
errA. Mellit; C. Moussaoui; S. Pastore; A. Massi Pavan
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Recent advances in the application of infrared thermographic imaging and embedded artificial intelligence for fault diagnosis and predictive maintenance of photovoltaic plants: Challenges and future directions
errRenewable and Sustainable Energy Reviews
IF16.3
err2025-07-08
err0
PREAI
errAdel Mellit; Soteris Kalogirou
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errSave
Multi-objective optimization framework for electric vehicle charging and discharging scheduling in distribution networks using the red deer algorithm
errSCIENTIFIC REPORTS
IF3.9
err2025-04-17
err0
errOAAI
errBoubaker, Sahbi; Kraiem, Habib; Ghazouani, Nejib; Kamel, Souad; Mellit, Adel; Alsubaei, Faisal S.; Bourennani, Farid; Meskine, Walid; Alqubaysi, Tariq
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Neural network adaptive wavelets for sizing of stand-alone photovoltaic systems
err2004 2ND INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2, PROCEEDINGS
IF0
err2024-10-22
err19
PREAI
errMellit, A; Benghanem, M; Arab, AH; Guessoum, A; Moulai, K
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Integrated machine learning models for predictive analysis of thermal and electrical power generation of a photo-thermal system at Catania, Italy
errCASE STUDIES IN THERMAL ENGINEERING
IF6.4
err2024-09-01
err0
errOAAI
errSafae, Margoum; Bekkay, Hajji; Oussama, El Manssouri; Mellit, Adel; Aneli, Stefano; Arcidiacono, Giovanni; Tina, Giuseppe M.; Gagliano, Antonio
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The effect of voltage and electrode types on hydrogen production powered by photovoltaic system using alkaline and PEM electrolyzers
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-02-01
err26
PREAI
errBenghanem, M.; Almohamadi, H.; Haddad, S.; Mellit, A.; Chettibi, N.
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Fuzzy-IoT smart irrigation system for precision scheduling and monitoring
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2023-12-01
err8
PREAI
errBenzaouia, M.; Hajji, B.; Mellit, A.; Rabhi, A.
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Type-2 fuzzy-logic based control of photovoltaic-hydrogen production systems
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2023-11-01
err5
PREAI
errBenghanem, Mohamed; Chettibi, Nadjwa; Mellit, Adel; Almohamadi, Hamad
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errSave
Evaluation of the Performance of Polycrystalline and Monocrystalline PV Technologies in a Hot and Arid Region: An Experimental Analysis
errSUSTAINABILITY
IF3.3
err2023-10-13
err8
errOAAI
errBenghanem, Mohamed; Haddad, Sofiane; Alzahrani, Ahmed; Mellit, Adel; Almohamadi, Hamad; Khushaim, Muna; Aida, Mohamed Salah
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Real-time Super Twisting Algorithm based fuzzy logic dynamic power management strategy for Hybrid Power Generation System
errJOURNAL OF ENERGY STORAGE
IF9.8
err2023-08-01
err8
PREAI
errBenzaouia, Mohammed; Hajji, Bekkay; Rabhi, Abdelhamid; Benzaouia, Soufyane; Mellit, Adel
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The relationship between oil prices and the indices of renewable energy and technology companies based on QQR and GCQ techniques
errRENEWABLE ENERGY
IF9.1
err2023-06-01
err23
PREAI
errMohammed, K. Si; Mellit, A.
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errSave
Embedded Hybrid Model (CNN-ML) for Fault Diagnosis of Photovoltaic Modules Using Thermographic Images
errSUSTAINABILITY
IF3.3
err2023-05-10
err6
errOAAI
errBenghanem, Mohamed; Mellit, Adel; Moussaoui, Chourouk
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An embedded system for remote monitoring and fault diagnosis of photovoltaic arrays using machine learning and the internet of things
errRENEWABLE ENERGY
IF9.1
err2023-05-01
err18
PREAI
errMellit, A.; Benghanem, M.; Kalogirou, S.; Pavan, A. Massi
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errSave
A Study of CNN and Transfer Learning in Medical Imaging: Advantages, Challenges, Future Scope
errSUSTAINABILITY
IF3.3
err2023-03-29
err131
errOAAI
errSalehi, Ahmad Waleed; Khan, Shakir; Gupta, Gaurav; Alabduallah, Bayan Ibrahimm; Almjally, Abrar; Alsolai, Hadeel; Siddiqui, Tamanna; Mellit, Adel
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errSave
Fault diagnosis of photovoltaic modules using deep neural networks and infrared images under Algerian climatic conditions
errENERGY
IF9.4
err2023-01-01
err49
PREAI
errKellil, N.; Aissat, A.; Mellit, A.
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errSave
MPC-based control for a stand-alone LVDC microgrid for rural electrification
errSUSTAINABLE ENERGY GRIDS & NETWORKS
IF5.6
err2022-12-01
err11
errOAAI
errNegri, Simone; Giani, Federico; Pavan, Alessandro Massi; Mellit, Adel; Tironi, Enrico
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A new digital phase estimation technique based on centroid formula
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-11-01
err2
PREAI
errRahmani, Hachemi; Haddadi, Mourad; Boulouma, Sabri; Mellit, Adel; Cheikh, Ridha; Belmili, Hocine
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Research Directions

No research directions
Co-authors
Cooperation Journals
S
Soteris A. Kalogirou
H-index: 88 · Papers: 445
L
Lioua Kolsi
H-index: 50 · Papers: 582
G
Giuseppe Marco Tina
H-index: 49 · Papers: 306
A
Alessandro Pavan
H-index: 46 · Papers: 266
H
Hichem Eleuch
H-index: 45 · Papers: 364
View more