Mohammadreza Aghaei
Ankeret, A 424, Ålesund
Om
Mohammadreza Aghaei received a Ph.D. degree in electrical engineering from Politecnico di Milano, Italy in 2016. He joined Fraunhofer ISE as visiting scholar in 2015. He was a Postdoctoral Scientist at Fraunhofer ISE and Helmholtz-Zentrum Berlin (HZB)-PVcomB, Germany, in 2017 and 2018, respectively. He has been joined to the Department of Sustainable Systems Engineering (INATECH), Solar Energy Engineering at the University of Freiburg, as a Senior Lecturer and Professor since 2017. Later, he also fulfilled another two years postdoc in the Design of Sustainable Energy Systems Group at Eindhoven University of Technology (TU/e), in the Netherlands. He was involved in several national and EU-funded research projects dealing with energy systems, energy flexibility, solar photovoltaics, and smart/autonomous technology. He is also an IEEE senior member.
Currently, he is working as a senior scientist at the Smart Buildings and Infrastructure group at the Norwegian University of Science and Technology (NTNU) in Norway. He is also the coordinator of an EU Horizon 2020 project “COLLECTiEF” - Collective Intelligence for Energy Flexibility.
He authored numerous publications in internationally refereed journals, book chapters, and conference proceedings. His main research interests include Smart building/grid, Photovoltaics, Renewable Energy Systems, Energy Transition, Energy Flexibility, Autonomous Monitoring, Artificial Intelligence (AI), Digital Twin.
Publikasjoner
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
Vitenskapelig artikkel
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Doktorgradsavhandling
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza;
Moazami, Amin;
Lobaccaro, Gabriele;
Cali, Umit.
(2025)
Digital Twin Technology for the Energy Sector.
Elsevier
Elsevier
Vitenskapelig antologi/Konferanseserie
-
Avendano, Italo Aldo Campodonico;
Dadras, Farzad Javan;
Najafi, Behzad;
Aghaei, Mohammadreza;
Moazami, Amin;
Rinaldi, Fabio.
(2025)
Digital twin technology for energy flexibility and saving.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Sridharan, Naveen Venkatesh;
Vaithiyanathan, Sugumaran;
Aghaei, Mohammadreza.
(2024)
Voting based ensemble for detecting visual faults in photovoltaic modules using AlexNet features.
Energy Reports
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
S, Naveen Venkatesh;
Sripada, Divya;
V, Sugumaran;
Aghaei, Mohammadreza.
(2024)
Detection of visual faults in photovoltaic modules using a stacking ensemble approach.
Heliyon
Vitenskapelig artikkel
-
Najafi, Pouyan;
Aghaei, Mohammadreza.
(2024)
Real options analysis of seawater desalination with solar photovoltaic energy systems: A least-squares stochastic perspective.
Desalination
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
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
Leder
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
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
Vitenskapelig artikkel
-
Oliveira, Aline Kirsten Vidal de;
Aghaei, Mohammadreza;
Rüther, Ricardo.
(2022)
Automatic Inspection of Photovoltaic Power Plants Using Aerial Infrared Thermography: A Review.
Energies
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2022)
Autonomous Monitoring and Analysis of Photovoltaic Systems.
Energies
Leder
-
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)
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2022)
Bifacial Photovoltaic Technology: Recent Advancements, Simulation and Performance Measurement.
Faglig kapittel
-
Aghaei, Mohammadreza.
(2022)
Solar Radiation - Measurements, Modeling and Forecasting for Photovoltaic Solar Energy Applications.
IntechOpen
IntechOpen
Populærvitenskapelig bok
-
Aghaei, Mohammadreza.
(2022)
Measured power conversion efficiencies of bifacial luminescent solar concentrator photovoltaic devices of the mosaic series.
Progress in Photovoltaics
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2022)
Simulations of Luminescent Solar Concentrator Bifacial Photovoltaic Mosaic Devices Containing Four Different Organic Luminophores.
IEEE Journal of Photovoltaics
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2021)
A deep convolutional encoder-decoder architecture for autonomous fault detection of PV plants using multi-copters.
Solar Energy
Vitenskapelig artikkel
2020
-
Aghaei, Mohammadreza.
(2020)
Line-line fault detection and classification for photovoltaic systems using ensemble learning model based on I-V characteristics.
Solar Energy
Vitenskapelig artikkel
-
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)
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2020)
Aerial infrared thermography for low-cost and fast fault detection in utility-scale PV power plants.
Solar Energy
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Vasan, Vinod;
Sridharan, Naveen Venkatesh;
Vaithiyanathan, Sugumaran;
Aghaei, Mohammadreza.
(2024)
Detection and classification of surface defects on hot-rolled steel using vision transformers.
Heliyon
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Sridharan, Naveen Venkatesh;
Vaithiyanathan, Sugumaran;
Aghaei, Mohammadreza.
(2024)
Voting based ensemble for detecting visual faults in photovoltaic modules using AlexNet features.
Energy Reports
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
S, Naveen Venkatesh;
Sripada, Divya;
V, Sugumaran;
Aghaei, Mohammadreza.
(2024)
Detection of visual faults in photovoltaic modules using a stacking ensemble approach.
Heliyon
Vitenskapelig artikkel
-
Najafi, Pouyan;
Aghaei, Mohammadreza.
(2024)
Real options analysis of seawater desalination with solar photovoltaic energy systems: A least-squares stochastic perspective.
Desalination
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Leder
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Oliveira, Aline Kirsten Vidal de;
Aghaei, Mohammadreza;
Rüther, Ricardo.
(2022)
Automatic Inspection of Photovoltaic Power Plants Using Aerial Infrared Thermography: A Review.
Energies
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2022)
Autonomous Monitoring and Analysis of Photovoltaic Systems.
Energies
Leder
-
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)
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2022)
Measured power conversion efficiencies of bifacial luminescent solar concentrator photovoltaic devices of the mosaic series.
Progress in Photovoltaics
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2022)
Simulations of Luminescent Solar Concentrator Bifacial Photovoltaic Mosaic Devices Containing Four Different Organic Luminophores.
IEEE Journal of Photovoltaics
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
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
Vitenskapelig oversiktsartikkel/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
Vitenskapelig artikkel
-
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
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2021)
A deep convolutional encoder-decoder architecture for autonomous fault detection of PV plants using multi-copters.
Solar Energy
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2020)
Line-line fault detection and classification for photovoltaic systems using ensemble learning model based on I-V characteristics.
Solar Energy
Vitenskapelig artikkel
-
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)
Vitenskapelig artikkel
-
Aghaei, Mohammadreza.
(2020)
Aerial infrared thermography for low-cost and fast fault detection in utility-scale PV power plants.
Solar Energy
Vitenskapelig artikkel
Bøker
-
Aghaei, Mohammadreza;
Moazami, Amin;
Lobaccaro, Gabriele;
Cali, Umit.
(2025)
Digital Twin Technology for the Energy Sector.
Elsevier
Elsevier
Vitenskapelig antologi/Konferanseserie
-
Aghaei, Mohammadreza.
(2022)
Solar Radiation - Measurements, Modeling and Forecasting for Photovoltaic Solar Energy Applications.
IntechOpen
IntechOpen
Populærvitenskapelig bok
Del av bok/rapport
-
Avendano, Italo Aldo Campodonico;
Dadras, Farzad Javan;
Najafi, Behzad;
Aghaei, Mohammadreza;
Moazami, Amin;
Rinaldi, Fabio.
(2025)
Digital twin technology for energy flexibility and saving.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Aghaei, Mohammadreza.
(2022)
Bifacial Photovoltaic Technology: Recent Advancements, Simulation and Performance Measurement.
Faglig kapittel
Rapport
-
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
Doktorgradsavhandling
Formidling
2025
-
PosterGarreau, Arthur; Nord, Torodd Skjerve; Aghaei, Mohammadreza; Shestov, Aleksey. (2025) How did R2D2 land in Adventdalen: story of a multi-directional solar panel rig. Svalbard Science Conference , Fornebu 2025-10-27 - 2025-10-28