Awadelrahman Mohamedelsadig Ali Ahmed

Research Interests

Energy Informatics, Smart Grid, Machine Learning, Renewable Energy Integration, Demand Response, Generative Models.


  • 2017-2018 Marie-Curie Research Fellow, CIRCE, Spain.
  • 2015-2016 M.Sc. in Renewable Energy, Grid Integration, Oldenburg University, Germany.
  • 2000-2005 B.Sc. of Electrical and Electronic Engineering, University of Khartoum, Sudan.



  • AMA Ahmed, Y. Zhang, F. Eliassen, "Generative Adversarial Networks and Transfer Learning for Non-Intrusive Load Monitoring in Smart Grids", IEEE International Conf. on Communication, Control and Computing Technologies in Smart Grids (SmartGridComm), 11-13 November 2020, Tempe, United States. doi:  10.1109 / SmartGridComm47815.2020.9302933
  • Ahmed, Awadelrahman, and M. A. Ali. "Generative Adversarial Networks for Automatic Polyp Segmentation" Proceedings of the MediaEval 2020 Workshop , 14-15 December 2020.
  • A. MA Ahmed, Zong, Y., Li, H. and Agert, C. (2017) Economic Model Predictive Control for Hot Water Based Heating Systems in Smart Buildings. Energy and Power Engineering9 , 112-119. doi:  10.4236 / epe.2017.94B014 .
  • AMA Ahmed, L. Mihet-Popa, C. Agert, Y. Zong, J. Bruna and X. Xiao, "Potential Energy Flexibility for a Hot-Water Based Heating System in Smart Buildings via Economic Model Predictive Control,"  2017 International Symposium on Computer Science and Intelligent Controls (ISCSIC) , Budapest, 2017, pp. 1-5, doi: 10.1109 / ISCSIC.2017.14.
  • Zong, Y., Ahmed, AMA, Wang, J., You, S., Træholt, C. and Xiao, X. (2017) Enhancing Wind Power Integration through Optimal Use of Flexibility in Multi-Carrier Energy Systems from the Danish Perspective . World Journal of Engineering and Technology5 , 78-88. doi:  10.4236 / wjet.2017.54B009 .
  • Ali Ahmed, Awadelrahman Mohamedelsadig & M. Ali, Leen A. (2021). Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation. Nordic Machine Intelligence (NMI). ISSN 2703-9196. 1(MedAI: Transparency in Medical Image Segmentation), p. 20–22. doi: 10.5617/nmi.9126.
  • Mohamedelsadig Ali Ahmed, Awadelrahman (2020). Generative Adversarial Networks for Automatic Polyp Segmentation. CEUR Workshop Proceedings. ISSN 1613-0073.
  • Mohamedelsadig Ali Ahmed, Awadelrahman; Zhang, Yan & Eliassen, Frank (2020). Generative Adversarial Networks and Transfer Learning for Non-Intrusive Load Monitoring in Smart Grids, 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). IEEE International Conference on Smart Grid Communications (SmartGridComm). ISSN 978-1-7281-6127-3. doi: 10.1109/SmartGridComm47815.2020.9302933.

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  • Mohamedelsadig Ali Ahmed, Awadelrahman (2021). An Empirical Analysis of Transfer Learning for Generative Adversarial Networks.

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Published Feb. 15, 2019 8:32 AM - Last modified Apr. 19, 2021 1:08 AM