Berhane Darsene Dimd
About
As a passionate and driven PhD candidate specializing in the field of digital solar electricity, my journey is centered around advancements that bridge renewable energy with cutting-edge technologies. My research delves into the role of AI and ML algorithms for enhancing solar energy generation and optimizing its use and distribution. With a keen focus on PV generation forecasting and energy system optimization, I am dedicated to developing innovative solutions that drive sustainability. Leveraging my background as an electric power engineer and hands-on experience, I am committed to shaping a greener and eco-friendly future by unlocking the full potential of solar electricity.
Research Interests:
- Solar energy technology
- Artificial Intelligence and Machine Learning
- PV output forecasting
- Energy optimization
- Smart grid
Publications
2024
-
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.
Elsevier
Academic chapter/article/Conference paper
2023
-
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
Academic article
-
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
Academic article
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
2022
-
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
Academic literature review
-
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
Academic article
Journal publications
-
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
Academic article
-
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
Academic article
-
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
Academic literature review
-
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
Academic article
Part of book/report
-
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.
Elsevier
Academic chapter/article/Conference paper
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
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.
IEEE conference proceedings
Academic chapter/article/Conference paper
Knowledge Transfer
2024
-
PosterGarcia, Alfredo Sanchez; Dimd, Berhane Darsene. (2024) Comparative Analysis of Deep Learning-Based Solar Irradiance Decomposition Models for High Latitude Regions. Research Centre for Sustainable Solar Cell Technology 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