2025

• 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
  Academic article

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
• 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
  Academic article

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