Home › Researcher directory › A. Mellit
A. Mellit
Affiliation : University of Jijel · The Abdus Salam International Centre for Theoretical Physics (ICTP)
- 260Publications (affiliation in Algeria)
- 293Total publications
- 15899Citations
- 63h-index
Research profile
A. Mellit has 260 indexed publications (2021–2026). Their work appears mainly in “Elsevier eBooks”, “Lecture notes in electrical engineering” and “Renewable Energy”. Their most cited article, “A Study of CNN and Transfer Learning in Medical Imaging: Advantages, Challenges, Future Scope” (2023), has been cited 573 times. 53 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Italy, Saudi Arabia, Canada, Spain.
Is this you? Get your research seen
Create your free DzCademia profile and add your articles: they will show up more easily on Google and in AI assistants like ChatGPT, so more people can read and cite your work.
Create my free profile Add my publicationsResearch areas
- Photovoltaic System Optimization Techniques
- Solar Radiation and Photovoltaics
- Solar Thermal and Photovoltaic Systems
- Power Systems and Renewable Energy
- Industrial Vision Systems and Defect Detection
Publications (260)
- Assessment of the influence of environmental factors on the energy yield of a PV/T plant
- eXplainable Artificial Intelligence (XAI) applications in solar photovoltaic systems
- Using Machine Learning for Detection and Classification of Single and Mixed Faults in Photovoltaic Systems
- Data augmentation and synthetic techniques for photovoltaics
- Modern maintenance strategies for photovoltaic power plants
- Fundamentals of embedded artificial intelligence
- Internet of things, artificial intelligence of things and digital twins
- Smart monitoring systems for photovoltaic power plants
- Advances in anomaly detection and fault diagnosis for photovoltaic power plants
- List of contributors
- Cyber-physical security in photovoltaic power plants
- Introduction to photovoltaics
- Edge devices and platforms for embedded artificial intelligence
- Benchmarking imaging-based inspection techniques for PV systems
- Multi-objective optimization framework for electric vehicle charging and discharging scheduling in distribution networks using the red deer algorithm
- Hybrid CNN-EML model for fault diagnosis in electroluminescence images of photovoltaic cells
- 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
- Enhancing defect detection in photovoltaic cells through advanced cascade CNN with attention mechanisms on electroluminescence images
- An End-to-End Prototype for Fault Diagnosis of Solar Photovoltaic Modules Using Infrared Thermographic Images and Lightweight Deep CNNs
- Electric vehicles charging station allocation based on load profile forecasting and Dijkstra’s algorithm for optimal path planning
- TinyML for Fault Diagnosis of Photovoltaic Modules Using Edge Impulse Platform and IR Thermography Images
- Enhanced Photovoltaic Defect Detection Using Perceptual Loss in DCGAN and VGG16-Integrated Models on Electroluminescence Images
- Evaluation of the multi-year-on-year method for degradation analysis in photovoltaic systems
- Demand Forecasting of a Microgrid-Powered Electric Vehicle Charging Station Enabled by Emerging Technologies and Deep Recurrent Neural Networks
- Hybrid vision transformer model for defect classification in photovoltaic modules using thermographic imaging: Leveraging self-attention mechanisms for enhanced accuracy
- Enhanced PV power harvesting and grid support through decoupled predictive power control of multi-functional split-source inverter
- Integration of PV Systems in Urban Environments: Complementary Metrics to Analyze Their Performance
- Proceedings of the 4th International Conference on Electronic Engineering and Renewable Energy Systems—Volume 1
- Design of a Dust Cleaning Prototype for Photovoltaic Generators
- Thermal Camera Prototype for Predictive Maintenance in Photovoltaic Applications Based on TinyML Embedded System
- YOLOv8-Based Photovoltaic Module Detection Using Aerial Imagery
- YOLO-Based Photovoltaic Panel Detection: A Comparative Study
- Security of Grid-Connected Photovoltaic Plants: A Mini-Review and Future Directions
- Dynamic Reconfigurable Photovoltaic Array Architectures a Review
- Proceedings of the 4th International Conference on Electronic Engineering and Renewable Energy Systems - Volume 2
- TinyML Model for Solar Cell Defect Classification Based on Electroluminescence Images
- Improving Defect Classification in Photovoltaic Modules Using CNN with Attention-Based Processing
- Simplified kinetic Monte Carlo modeling of CdTe/GaAs (100) heteroepitaxy: Investigating defect generation and critical thickness
- Recent Advances in the Application of TinyML and Edge Devices in Photovoltaic Systems: Bridging the Gap Between Laboratory Research and Industry
- An Embedded AI Model for Defect Detection in Photovoltaic Modules using a Jetson Nano-Powered Unmanned Aerial Vehicle
- The effect of voltage and electrode types on hydrogen production powered by photovoltaic system using alkaline and PEM electrolyzers
- A Novel Embedded System for Real-Time Fault Diagnosis of Photovoltaic Modules
- A simple non-parametric model for photovoltaic output power prediction
- A Novel Ensemble CNN Framework With Weighted Feature Fusion for Fault Diagnosis of Photovoltaic Modules Using Thermography Images
- Optimal energy management strategy for electric vehicle charging station based on tied photovoltaic system
- Integrated machine learning models for predictive analysis of thermal and electrical power generation of a photo-thermal system at Catania, Italy
- Fault Diagnosis of Photovoltaic Modules Using Infrared Images and Hybrid DCNNs: A Comparative Study
- TinyML Model for Fault Classification of Photovoltaic Modules Based on Visible Images
- Thermal Behavior of Photovoltaic Modules Under Dirty and Different Shading Profiles
- Predictive Method for Cleaning Photovoltaic Plants in Desert Areas Using TinyML and IoT Technique
- Computer Vision-Based PV Module Fault Recognition Using a Transfer Learning Approach
- Fault Diagnosis of Photovoltaic Panels Using a Low-Cost Edge Device
- Study and Performance Analysis of the Perovskite/c-Si Tandem Solar Cell
- A Study of CNN and Transfer Learning in Medical Imaging: Advantages, Challenges, Future Scope
- Hydrogen Production Methods Based on Solar and Wind Energy: A Review
- An embedded system for remote monitoring and fault diagnosis of photovoltaic arrays using machine learning and the internet of things
- Fuzzy-IoT smart irrigation system for precision scheduling and monitoring
- The relationship between oil prices and the indices of renewable energy and technology companies based on QQR and GCQ techniques
- Evaluation of the Performance of Polycrystalline and Monocrystalline PV Technologies in a Hot and Arid Region: An Experimental Analysis
- Type-2 fuzzy-logic based control of photovoltaic-hydrogen production systems
- IoT-Based Low-Cost Photovoltaic Monitoring for a Greenhouse Farm in an Arid Region
- Embedded Hybrid Model (CNN–ML) for Fault Diagnosis of Photovoltaic Modules Using Thermographic Images
- Real-time Super Twisting Algorithm based fuzzy logic dynamic power management strategy for Hybrid Power Generation System
- A Sustainable Fault Diagnosis Approach for Photovoltaic Systems Based on Stacking-Based Ensemble Learning Methods
- TinyML for fault diagnosis of Photovoltaic Modules using Edge Impulse Platform
- Environmental monitoring of a smart greenhouse powered by a photovoltaic cooling system
- Proceedings of the 3rd International Conference on Electronic Engineering and Renewable Energy Systems
- EPNN-based prediction of meteorological data for renewable energy systems
- Prediction of Port A Cath Complications Using Machine Learning Techniques
- IoT-Based Data Acquisition and Remote Monitoring System for Large-Scale Photovoltaic Power Plants
- Embedded Machine Learning for Fault Detection and Diagnosis of Photovoltaic Arrays Using a Low-Cost Device
- Worldwide Biomass Resources and Supply
- Energy Management Strategy Based on Neural Network for Hybrid Renewable System
- An Effective Ensemble Learning Method for Fault Diagnosis of Photovoltaic Arrays
- Monitoring, Fault Detection and Operations of Photovoltaic Systems
- Smart Greenhouse with Plant Diseases Classification Using Transfer Learning and Deep CNNs
- Fault diagnosis of photovoltaic modules using deep neural networks and infrared images under Algerian climatic conditions
- An embedded solution for fault detection and diagnosis of photovoltaic modules using thermographic images and deep convolutional neural networks
- Overview of the Role of Energy Resources in Algeria’s Energy Transition
- Combined model predictive control and ANN-based forecasters for jointly acting renewable self-consumers: An environmental and economical evaluation
- MPC-based control for a stand-alone LVDC microgrid for rural electrification
- Machine Learning and Deep Learning for Photovoltaic Applications
- FPGA-based real-time implementation of a digital reactivity-meter
- A Practical Guide for Simulation and FPGA Implementation of Digital Design
- A new digital phase estimation technique based on centroid formula
- Introduction to Field Programmable Gate Arrays (FPGA)
- Finite State Machines
- Electrical parameters behaviour evaluation of Copper Indium Gallium Diselenide thin-film photovoltaic modules
- Combinational Logic Circuits
- Basic VHDL Concepts
- FPGA Applications in Renewable Energy Systems: Photovoltaic, Wind-Turbine and Hybrid Systems
- Digital Projects Carried Out on the FPGA Platform
- Sequential Logic Circuits
- Deep learning neural networks for short-term photovoltaic power forecasting
- Artificial intelligence and internet of things to improve efficacy of diagnosis and remote sensing of solar photovoltaic systems: Challenges, recommendations and future directions
- Assessment of machine learning and ensemble methods for fault diagnosis of photovoltaic systems
- Deep Neural Networks for Predicting Solar Radiation at Hail Region, Saudi Arabia
- Design of a Novel Remote Monitoring System for Smart Greenhouses Using the Internet of Things and Deep Convolutional Neural Networks
- Photovoltaic array reconfiguration method based on fuzzy logic and recursive least squares: An experimental validation
- Study and performance analysis of Perovskite solar cell structure based on organic and inorganic thin films
Publication venues
- Elsevier eBooks × 11
- Lecture notes in electrical engineering × 11
- Renewable Energy × 9
- Computer architecture and design methodologies × 8
- Energies × 5
- Lecture notes in networks and systems × 5
Publications per year
- 202614
- 202526
- 202413
- 202323
- 202217
- 20217
Collaborations
Partner institutions : University of Blida · University of Trieste · Renewable Energy Development Center · University of Sciences and Technology Houari Boumediene · University of Jeddah
Co-authors’ countries : Italy · Saudi Arabia · Canada · Spain
Co-authors
- Nadjwa Chettibi
- H. Salhi
- A. Guessoum
- Chourouk Moussaoui
- Rachid Boukenoui
- Sofiane Haddad
- Nassir Rouibah
- Mohamed Benghanem
- Hemza Mekki
- Nassiha Boutana
- Amor Hamied
- Rafik Bradai
Bibliographic data from OpenAlex (open database).
Why choose Dzcademia?
Profiles, articles and conference contributions: give your research a structured public presence. Integrated metadata help search engines and AI assistants identify your work and understand its references.
Comment with Google
Sign in with Google to comment directly on this page.