Berhane Darsene Dimd
Om
Jeg er ingeniør innen elektrisk kraft, og er spesielt interessert i fornybar energiteknologi. Jeg fikk en BSc-grad i elektroteknikk fra Hawassa University - Etiopia i 2011, og en MSc-grad i elektrisk kraftteknikk fra Norges teknisk-naturvitenskapelige universitet (NTNU) i 2015. Jeg jobbet med min MSc-avhandling (Power Converters as Smart Instruments) og aktuatorer i et smartere nett) under tilsyn av Ole-Morten Midtgård (professor). Jeg jobber for tiden mot doktorgraden. grad i 'Digital solenergi: rollen som maskinlæring, kunstig intelligens og energioptimalisering' under veiledning av Steve Völler (lektor) og Ole-Morten Midtgård (professor).
Publikasjoner
2025
-
Dimd, Berhane Darsene.
(2025)
Digital solar electricity: The role of artificial intelligence, machine learning and energy optimization.
NTNU Norges teknisk-naturvitenskapelige universitet
NTNU Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
-
Zenebe, Tarikua Mekashaw;
Midtgård, Ole-Morten;
Völler, Steve;
Dimd, Berhane Darsene.
(2025)
Solar photovoltaic array short circuit fault analysis with machine learning using pre-trained convolutional neural network for feature selection.
Solar Energy Advances
Vitenskapelig artikkel
2024
-
Dimd, Berhane Darsene;
Garcia, Alfredo Sanchez;
Bellmann, Martin Pawel.
(2024)
Empirical analysis of bifacial photovoltaic modules in high-latitude regions: Performance insights from a field laboratory in Norway.
Energy Conversion and Management
Vitenskapelig artikkel
-
Ozdemir, Gokcen;
Kuzlu, Murat;
Sarp, Salih;
Catak, Ferhat Özgur;
Dimd, Berhane Darsene;
Cali, Umit.
(2024)
The role of eXplainable Artificial Intelligence (XAI) in smart grids.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2023
-
Dimd, Berhane Darsene;
Völler, Steve;
Midtgård, Ole-Morten;
Cali, Umit;
Sevault, Alexis Gerard Edouard.
(2023)
Quantification of the Impact of Azimuth and Tilt Angle on the Performance of a PV Output Power Forecasting Model for BIPVs.
IEEE Journal of Photovoltaics
Vitenskapelig artikkel
-
Nedaei, Amir;
Eskandari, Aref;
Milimonfared, Jafar;
Dimd, Berhane Darsene;
Cali, Umit;
Aghaei, Mohammadreza.
(2023)
A Smart Step-by-Step Method for Fault Detection and Severity Assessment in Photovoltaic Arrays.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Dimd, Berhane Darsene;
Völler, Steve;
Midtgård, Ole-Morten;
Sevault, Alexis Gerard Edouard.
(2023)
The effect of mixed orientation on the accuracy of a forecast model for building integrated photovoltaic systems.
Energy Reports
Vitenskapelig artikkel
-
Cali, Umit;
Dimd, Berhane Darsene;
Hajialigol, Parisa;
Moazami, Amin Nitter;
Gourisetti, Sri Nikhil Gupta;
Lobaccaro, Gabriele.
(2023)
Digital Twins: Shaping the Future of Energy Systems and Smart Cities through Cybersecurity, Efficiency, and Sustainability.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nedaei, Amir;
Eskandari, Aref;
Milimonfared, Jafar;
Dimd, Berhane Darsene;
Cali, Umit;
Aghaei, Mohammadreza.
(2023)
A Bi-Level Line-Line Fault Detection Model for Photovoltaic Arrays Using RBM-Based Automatic Feature Extraction.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2022
-
Dimd, Berhane Darsene;
Völler, Steve;
Midtgård, Ole-Morten;
Zenebe, Tarikua Mekashaw.
(2022)
Ultra-Short-term Photovoltaic Output Power Forecasting using Deep Learning Algorithms.
IEEE Mediterranean Electrotechnical Conference
Vitenskapelig artikkel
-
Dimd, Berhane Darsene;
Völler, Steve;
Cali, Umit;
Midtgård, Ole-Morten.
(2022)
A Review of Machine Learning-Based Photovoltaic Output Power Forecasting: Nordic Context.
IEEE Access
Vitenskapelig oversiktsartikkel/review
Tidsskriftspublikasjoner
-
Zenebe, Tarikua Mekashaw;
Midtgård, Ole-Morten;
Völler, Steve;
Dimd, Berhane Darsene.
(2025)
Solar photovoltaic array short circuit fault analysis with machine learning using pre-trained convolutional neural network for feature selection.
Solar Energy Advances
Vitenskapelig artikkel
-
Dimd, Berhane Darsene;
Garcia, Alfredo Sanchez;
Bellmann, Martin Pawel.
(2024)
Empirical analysis of bifacial photovoltaic modules in high-latitude regions: Performance insights from a field laboratory in Norway.
Energy Conversion and Management
Vitenskapelig artikkel
-
Dimd, Berhane Darsene;
Völler, Steve;
Midtgård, Ole-Morten;
Cali, Umit;
Sevault, Alexis Gerard Edouard.
(2023)
Quantification of the Impact of Azimuth and Tilt Angle on the Performance of a PV Output Power Forecasting Model for BIPVs.
IEEE Journal of Photovoltaics
Vitenskapelig artikkel
-
Dimd, Berhane Darsene;
Völler, Steve;
Midtgård, Ole-Morten;
Sevault, Alexis Gerard Edouard.
(2023)
The effect of mixed orientation on the accuracy of a forecast model for building integrated photovoltaic systems.
Energy Reports
Vitenskapelig artikkel
-
Dimd, Berhane Darsene;
Völler, Steve;
Midtgård, Ole-Morten;
Zenebe, Tarikua Mekashaw.
(2022)
Ultra-Short-term Photovoltaic Output Power Forecasting using Deep Learning Algorithms.
IEEE Mediterranean Electrotechnical Conference
Vitenskapelig artikkel
-
Dimd, Berhane Darsene;
Völler, Steve;
Cali, Umit;
Midtgård, Ole-Morten.
(2022)
A Review of Machine Learning-Based Photovoltaic Output Power Forecasting: Nordic Context.
IEEE Access
Vitenskapelig oversiktsartikkel/review
Del av bok/rapport
-
Ozdemir, Gokcen;
Kuzlu, Murat;
Sarp, Salih;
Catak, Ferhat Özgur;
Dimd, Berhane Darsene;
Cali, Umit.
(2024)
The role of eXplainable Artificial Intelligence (XAI) in smart grids.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nedaei, Amir;
Eskandari, Aref;
Milimonfared, Jafar;
Dimd, Berhane Darsene;
Cali, Umit;
Aghaei, Mohammadreza.
(2023)
A Smart Step-by-Step Method for Fault Detection and Severity Assessment in Photovoltaic Arrays.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Cali, Umit;
Dimd, Berhane Darsene;
Hajialigol, Parisa;
Moazami, Amin Nitter;
Gourisetti, Sri Nikhil Gupta;
Lobaccaro, Gabriele.
(2023)
Digital Twins: Shaping the Future of Energy Systems and Smart Cities through Cybersecurity, Efficiency, and Sustainability.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Nedaei, Amir;
Eskandari, Aref;
Milimonfared, Jafar;
Dimd, Berhane Darsene;
Cali, Umit;
Aghaei, Mohammadreza.
(2023)
A Bi-Level Line-Line Fault Detection Model for Photovoltaic Arrays Using RBM-Based Automatic Feature Extraction.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rapport
-
Dimd, Berhane Darsene.
(2025)
Digital solar electricity: The role of artificial intelligence, machine learning and energy optimization.
NTNU Norges teknisk-naturvitenskapelige universitet
NTNU Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
Formidling
2025
-
PosterDimd, Berhane Darsene; Bellmann, Martin Pawel; Klos, Christine. (2025) A Multi-Modal Machine Learning Framework for Improved Health Assessment of End-of-Life PV Modules. 42nd European Photovoltaic Solar Energy Conference and Exhibition 2025-09-21 - 2025-09-25
-
PosterGarcia, Alfredo Sanchez; Dimd, Berhane Darsene. (2025) Deep Learning-Based Solar Irradiance Decomposition Models for Nordic Regions. 42nd European Photovoltaic Solar Energy Conference and Exhibition , Bilbao 2025-09-21 - 2025-12-25
-
PosterGarcia, Alfredo Sanchez; Dimd, Berhane Darsene. (2025) Short-Term PV Power Forecasting Using Time Series Decomposition and Machine Learning. Norwegian Solar Cell Conference , Son, Norway 2025-05-20 - 2025-05-21
2024
-
PosterGarcia, Alfredo Sanchez; Dimd, Berhane Darsene. (2024) Comparative Analysis of Deep Learning-Based Solar Irradiance Decomposition Models for High Latitude Regions. Norwegian Solar Cell Conference , Son 2024-05-06 - 2024-05-07
2023
-
PosterZenebe, Tarikua Mekashaw; Midtgård, Ole-Morten; Völler, Steve; Dimd, Berhane Darsene. (2023) Photovoltaic Array Operational Fault Analysis with Machine Learning Using Pretrained Deep Learning Models for Feature Selection. 40th European Photovoltaic Solar Energy Conference and Exhibition; Lisbon, Portugal; 18-22 September 2023 , Lisbon 2023-09-18 - 2023-09-22