Recent Publications

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• 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, CRC Press, 2023, pp. 55–78.
• 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, vol. 69, no. 3, pp. 308-320, 2023, doi: 10.1109/TCE.2023.3237862
• 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. doi.org/10.1016/j.enbuild.2022.111951
• 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, no. 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.", in Industrial Demand Response: Methods, Best Practices, Case Studies, and Applications, IET Digital Library, June 2022.