Recent Publications

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• G. Angelis, C. Timplalexis, A. Salamanis, S. Krinidis, D. Ioannidis, D. Kehagias, D. Tzovaras, "Energformer: A New Transformer Model for Energy Disaggregation.", IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2023.3237862
• G. Skaltsis, S. Zikos, E. Makri, C. Timplalexis, D. Ioannidis, D. Tzovaras, "Exploiting the Flexibility Value of Virtual Power Plants through Market Participation in Smart Energy Communities.", In Virtual Power Plant Solution for Future Smart Energy Communities (pp. 55-78). CRC Press. (2023).
• C. Timplalexis, G. Angelis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Low frequency residential non-intrusive load monitoring based on a hybrid feature extraction tree-learning approach", Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, vol: 44:1, pp. 493-514, 2022, DOI: 10.1080/15567036.2022.2046663
• C. Timplalexis, G. Angelis, S. Zikos, S. Krinidis, D. Ioannidis, D. Tzovaras, "A comprehensive review on industrial demand response strategies and applications", Chapter at “Industrial Demand Response: Methods, best practices, case studies, and applications” book, IET Digital Library, ISBN: 9781839535611, June 2022.
• G. Angelis, C. Timplalexis, S. Krinidis, D. Ioannidis, D. Tzovaras, "NILM applications: Literature review of learning approaches, recent developments and challenges", Elsevier Energy and Buildings, Vol. 261, 2022, 111951, doi.org/10.1016/j.enbuild.2022.111951