2026

• Garreau, Arthur Oliver Charles; Nord, Torodd Skjerve; Shestov, Aleksey; Aghaei, Mohammadreza; Sjöblom, Anna. (2026) Surface irradiance variability in the Arctic: in-situ measurements and analysis from 2013 to 2022 in Svalbard. Atmospheric research
  Academic article

2025

• Yagin, Fatma Hilal; Colak, Cemil; Al-Hashem, Fahaid; Alzakari, Sarah A.; Alhussan, Amel Ali; Aghaei, Mohammadreza. (2025) Identification of a Novel Lipidomic Biomarker for Hepatocyte Carcinoma Diagnosis: Advanced Boosting Machine Learning Techniques Integrated with Explainable Artificial Intelligence. Metabolites
  Academic article
• Hajialigol, Parisa; Papadopoulos, Panayiotis; Moazami, Amin; Aghaei, Mohammadreza. (2025) A hierarchical energy management system for a cluster of buildings: Reinforcement learning and model predictive control (RL-MPC) approach. Energy and Buildings
  Academic article
• Hajialigol, Parisa; Moazami, Amin; Seidu, Razak; Li, Guoyuan; Aghaei, Mohammadreza. (2025) Artificial Intelligence-based Energy Management System for Smart Energy Communities: Increasing the Penetration of Renewable Energies. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
  Doctoral dissertation
• Hosseini, Mohammad; Papadopoulos, Panayiotis; Shahid, Muhammad Salman; Javanroodi, Kavan; Erba, Silvia; Grover-silva, Etta. (2025) Experimental insights on CIRLEM: Enhancing energy efficiency and flexibility in buildings. Energy and Buildings
  Academic article
• Hajialigol, Parisa; Nweye, Kingsley; Aghaei, Mohammadreza; Najafi, Behzad; Moazami, Amin; Nagy, Zoltán. (2025) Enhancing self-consumption ratio in a smart microgrid by applying a reinforcement learning-based energy management system. Journal of Energy
  Academic article
• Aghaei, Mohammadreza; Moazami, Amin; Lobaccaro, Gabriele; Cali, Umit. (2025) Digital Twin Technology for the Energy Sector. Elsevier Elsevier
  Academic anthology/Conference proceedings
• Avendano, Italo Aldo Campodonico; Dadras, Farzad Javan; Najafi, Behzad; Aghaei, Mohammadreza; Moazami, Amin; Rinaldi, Fabio. (2025) Digital twin technology for energy flexibility and saving.
  Academic chapter/article/Conference paper
• Leilayi, Maedeh; arabhosseini, Akbar; Akhijahani, Hadi Samimi; Kaveh, Mohammad; nezamlou, Negin; Aghaei, Mohammadreza. (2025) Energy and exergy efficiencies of batch paddy rice drying with liquefied petroleum gas dehumidification: A comprehensive analysis using adaptive neuro-fuzzy inference system and artificial neural networks approaches. Energy Conversion and Management: X
  Academic article
• Zarkhah, Nava; Baghani, Mostafa; George, Daniel; Rajabpour, Ali; Baniassadi, Majid; Aghaei, Mohammadreza. (2025) Thermal Transport in Polyethylene Reinforced with H/CH<inf>3</inf>/C<inf>2</inf>H<inf>5</inf> Functionalized Graphene: A Molecular Dynamics Study. Energies
  Academic article
• Salehpour, Sherko; Eskandari, Aref; Nedaei, Amir; Aghaei, Mohammadreza. (2025) Two-stage deep Q-network reinforcement learning based ultra-efficient fault diagnosis and severity assessment scheme for photovoltaic protection. Energy and AI
  Academic article
• Ghaedrahmati, Hadis; Talebi, Saeed; Moradi, Amirmohammad; Eskandari, Aref; Parvin, Parviz; Aghaei, Mohammadreza. (2025) Potential analysis and energy prediction of photovoltaic power plants using satellite-based remote sensing and artificial intelligence techniques. Frontiers in Energy Research
  Academic article
• Colak, Cemil; Yagin, Fatma Hilal; Yagin, Burak; Alkhateeb, Abedalrhman; Al-Rawi, Mahmood Basil A.; Akhloufi, Moulay A.. (2025) Identification of metabolomics-based biomarker discovery in individuals with down syndrome utilizing kernel-tree model-enhanced explainable artificial intelligence methodology. Frontiers in Molecular Biosciences
  Academic article
• Salehpour, Sherko; Eskandari, Aref; Nedaei, Amir; Gholami, Mohammad; Aghaei, Mohammadreza. (2025) Accurate detection of critical LLFs and LGFs in PV arrays based on deep reinforcement learning using proximal policy optimization (PPO). International Journal of Electrical Power & Energy Systems
  Academic article

2024

• Vasan, Vinod; Sridharan, Naveen Venkatesh; Vaithiyanathan, Sugumaran; Aghaei, Mohammadreza. (2024) Detection and classification of surface defects on hot-rolled steel using vision transformers. Heliyon
  Academic article
• Avendano, Italo Aldo Campodonico; Andersen, Kamilla Heimar; Erba, Silvia; Moazami, Amin; Aghaei, Mohammadreza; Najafi, Behzad. (2024) A novel framework for assessing the smartness and the smart readiness level in highly electrified non-residential buildings: A Norwegian case study. Energy and Buildings
  Academic article
• Sridharan, Naveen Venkatesh; Vaithiyanathan, Sugumaran; Aghaei, Mohammadreza. (2024) Voting based ensemble for detecting visual faults in photovoltaic modules using AlexNet features. Energy Reports
  Academic article
• Prasshanth, C.V.; Venkatesh, S. Naveen; Sugumaran, V.; Aghaei, Mohammadreza. (2024) Enhancing photovoltaic module fault diagnosis: Leveraging unmanned aerial vehicles and autoencoders in machine learning. Sustainable Energy Technologies and Assessments
  Academic article
• Al-Dahidi, Sameer; Madhiarasan, Manoharan; Al-Ghussain, Loiy; Abubaker, Ahmad M.; Ahmad, Adnan Darwish; Alrbai, Mohammad. (2024) Forecasting Solar Photovoltaic Power Production: A Comprehensive Review and Innovative Data-Driven Modeling Framework. Energies
  Academic literature review
• Motevallian, Reyhaneh Sadat; Parvin, Parviz; Mortazavi, Seyedeh Zahra; Reyhani, Ali; Jafargholi, Amir; Kalantari, Nafiseh Sadat. (2024) Optical properties of Makrofol under various alpha fluences. Radiation Physics and Chemistry
  Academic article
• Hosseini, Mohammad; Erba, Silvia; Hajialigol, Parisa; Aghaei, Mohammadreza; Moazami, Amin; Nik, Vahid M.. (2024) Enhancing climate resilience in buildings using Collective Intelligence: A pilot study on a Norwegian elderly care center. Energy and Buildings
  Academic article
• Nedaei, Amir; Eskandari, Aref; Milimonfared, Jafar; Aghaei, Mohammadreza. (2024) Fault resistance estimation for line-line fault in photovoltaic arrays using regression-based dense neural network. Engineering Applications of Artificial Intelligence
  Academic article
• Hashamdar, Somayeh; Parvin, Parviz; Ramezani, Fatemeh; Ahmadinouri, Fatemeh; Jafargholi, Amir; Refahizadeh, Mitra. (2024) PC12 differentiation to neuron cells activated by a low-level laser at 660 nm on UV pre-treated CR-39 scaffolds with parallel microchannels. Biomedical Optics Express
  Academic article
• Ghaedi, Peyman; Eskandari, Aref; Nedaei, Amir; Habibi, Morteza; Parvin, Parviz; Aghaei, Mohammadreza. (2024) Ensemble LVQ Model for Photovoltaic Line-to-Line Fault Diagnosis Using K-Means Clustering and AdaGrad. Energies
  Academic article
• Aghaei, Mohammadreza; Kolahi, M.; Nedaei, A.; Venkatesh, N.S.; Esmailifar, S.M.; Moradi Sizkouhi, A.M.. (2024) Autonomous Intelligent Monitoring of Photovoltaic Systems: An In-Depth Multidisciplinary Review. Progress in Photovoltaics
  Academic literature review
• Eskandari, Aref; Nedaei, Amir; Milimonfared, Jafar; Aghaei, Mohammadreza. (2024) A multilayer integrative approach for diagnosis, classification and severity detection of electrical faults in photovoltaic arrays. Expert Systems With Applications
  Academic article
• S, Naveen Venkatesh; Sripada, Divya; V, Sugumaran; Aghaei, Mohammadreza. (2024) Detection of visual faults in photovoltaic modules using a stacking ensemble approach. Heliyon
  Academic article
• Najafi, Pouyan; Aghaei, Mohammadreza. (2024) Real options analysis of seawater desalination with solar photovoltaic energy systems: A least-squares stochastic perspective. Desalination
  Academic article
• Kolahi, M.; Esmailifar, S.M.; Sizkouhi, Sizkouhi Moradi; Aghaei, Mohammadreza. (2024) Digital-PV: A digital twin-based platform for autonomous aerial monitoring of large-scale photovoltaic power plants. Energy Conversion and Management
  Academic article

2023

• Li, Yang; Dai, Ningyi; Sark, Wilfried G. J. H. M. Van; Aghaei, Mohammadreza; Malara, Giovanni; Henriques, João C. C.. (2023) Editorial: Rising stars in energy research: 2022. Frontiers in Energy Research
  Editorial
• Oliveira, Aline Kirsten Vidal de; Bracht, Matheus Körbes; Aghaei, Mohammadreza; Rüther, Ricardo. (2023) Automatic fault detection of utility-scale photovoltaic solar generators applying aerial infrared thermography and orthomosaicking. Solar Energy
  Academic article
• Zefri, Yahya; Sebari, Imane; Hajji, Hicham; Aniba, Ghassane; Aghaei, Mohammadreza. (2023) A layer-2 solution for inspecting large-scale photovoltaic arrays through aerial LWIR multiview photogrammetry and deep learning: A hybrid data-centric and model-centric approach. Expert Systems With Applications
  Academic article
• Daher, Daha Hassan; Aghaei, Mohammadreza; Quansah, David Ato; Adaramola, Muyiwa S.; Parvin, Parviz; Ménézo, Christophe. (2023) Multi-pronged degradation analysis of a PV power plant after 9.5 years of operation under hot desert climatic conditions. Progress in Photovoltaics
  Academic article

2022

• Sizkouhi, A.M. Moradi; Esmailifar, S.M.; Aghaei, Mohammadreza; Karimkhani, M.. (2022) RoboPV: An integrated software package for autonomous aerial monitoring of large scale PV plants. Energy Conversion and Management
  Academic article
• Oliveira, Aline Kirsten Vidal de; Aghaei, Mohammadreza; Rüther, Ricardo. (2022) Automatic Inspection of Photovoltaic Power Plants Using Aerial Infrared Thermography: A Review. Energies
  Academic literature review
• Eskandari, Aref; Aghaei, Mohammadreza; Milimonfared, Jafar; Nedaei, Amir. (2022) A weighted ensemble learning-based autonomous fault diagnosis method for photovoltaic systems using genetic algorithm. International Journal of Electrical Power & Energy Systems
  Academic article
• Aghaei, Mohammadreza. (2022) Autonomous Monitoring and Analysis of Photovoltaic Systems. Energies
  Editorial
• Nik, Y. Rezaei; Reyhani, A.; Farjami-Shayeteh, S.; Mortazavi, S.Z.; Taherkhani, A.; Aghaei, Mohammadreza. (2022) High-performance CsGeBr<inf>3</inf> perovskite/ WS<inf>2</inf> Nano-Flakes Field-Effect Transistor at high temperature. Optical materials (Amsterdam)
  Academic article
• Aghaei, Mohammadreza. (2022) Review of technology specific degradation in c-Si, CdTe, CIGS, dye sensitised, organic and perovskite solar cells in photovoltaic modules; understanding how reliability improvements in mature technologies can enhance emerging technologies. Progress in Photovoltaics
  Academic literature review
• Niazi, Azadeh; Parvin, Parviz; Jafargholi, Amir; Basam , Mohammad; Khodabakhshi, Zahra; Bavali, Ali. (2022) Discrimination of Normal and Cancerous Human Skin Tissues Based on Laser-Induced Spectral Shift Fluorescence Microscopy. Research Square
  Academic article
• Aghaei, Mohammadreza. (2022) Bifacial Photovoltaic Technology: Recent Advancements, Simulation and Performance Measurement.
  Chapter
• Aghaei, Mohammadreza. (2022) Solar Radiation - Measurements, Modeling and Forecasting for Photovoltaic Solar Energy Applications. IntechOpen IntechOpen
  Popular scientific book
• Aghaei, Mohammadreza. (2022) Measured power conversion efficiencies of bifacial luminescent solar concentrator photovoltaic devices of the mosaic series. Progress in Photovoltaics
  Academic article
• Aghaei, Mohammadreza. (2022) Simulations of Luminescent Solar Concentrator Bifacial Photovoltaic Mosaic Devices Containing Four Different Organic Luminophores. IEEE Journal of Photovoltaics
  Academic article
• Emamian, Masoud; Eskandari, Aref; Aghaei, Mohammadreza; Nedaei, Amir; Sizkouhi, Amirmohammad Moradi; Milimonfared, Jafar. (2022) Cloud Computing and IoT Based Intelligent Monitoring System for Photovoltaic Plants Using Machine Learning Techniques. Energies
  Academic article
• Aghaei, Mohammadreza; Fairbrother, A.; Gok, A.; Ahmad, S.; Kazim, S.; Lobato, K.. (2022) Review of degradation and failure phenomena in photovoltaic modules. Renewable and Sustainable Energy Reviews
  Academic literature review
• Venkatesh, S.Naveen; Jeyavadhanam, B.Rebecca; Moradi, Amirmohammad; Esmailifar, Sayyed Majid; Aghaei, Mohammadreza; Sugumaran, V. (2022) Automatic detection of visual faults on photovoltaic modules using deep ensemble learning network. Energy Reports
  Academic article

2021

• Nikpay, Maryam Alsadat; Mortazavi, Seyedeh Zahra; Aghaei, Mohammadreza; Elahi, Seyed Mohammad; Reyhani, Ali. (2021) Prospect of single and coupled heterojunction solar cells based on n-MoS2 and n-WS2. Materials Science & Engineering: B. Solid-state Materials for Advanced Technology
  Academic article
• Aghaei, Mohammadreza. (2021) A deep convolutional encoder-decoder architecture for autonomous fault detection of PV plants using multi-copters. Solar Energy
  Academic article

2020

• Aghaei, Mohammadreza. (2020) Line-line fault detection and classification for photovoltaic systems using ensemble learning model based on I-V characteristics. Solar Energy
  Academic article
• Aghaei, Mohammadreza. (2020) Fault Detection and Classification for Photovoltaic Systems Based on Hierarchical Classification and Machine Learning Technique. IEEE transactions on industrial electronics (1982. Print)
  Academic article
• Aghaei, Mohammadreza. (2020) Aerial infrared thermography for low-cost and fast fault detection in utility-scale PV power plants. Solar Energy
  Academic article