Journals

1. 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
2. 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
3. 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
4. A. Bintoudi, N. Bezas, L. Zyglakis, G. Isaioglou, C. Timplalexis, P. Gkaidatzis, A. Tryferidis, D. Ioannidis, D. Tzovaras, "Incentive-Based Demand Response Framework for Residential Applications: Design and Real-Life Demonstration.", Energies, 14(14), p.4315. (2021)
5. A. Salamanis, G. Xanthopoulou, N. Bezas, C. Timplalexis, A. Bintoudi, L. Zyglakis, A. Tsolakis, D. Ioannidis, D. Kehagias, D. Tzovaras, "Benchmark Comparison of Analytical, Data-Based and Hybrid Models for Multi-Step Short-Term Photovoltaic Power Generation Forecasting", Energies (2020), 13(22), 5978, doi: https://doi.org/10.3390/en13225978
6. C. Timplalexis, A. Dimara, S. Krinidis, D. Tzovaras, "Thermal Comfort and Visual Comfort Inference for Residential Users", Research & Development in Material Science Journal, vol. 11, no. 5, September 2019, DOI: 10.31031/rdms.2019.11.000771
7. C. Timplalexis, A. Dimara, S. Krinidis, D. Tzovaras, "Metabolic Rate and Clothing Estimation for Thermal Comfort Inference", Research & Development in Material Science Journal, vol. 11, no. 4, June 2019, DOI: 10.31031/rdms.2019.11.000767
8. A. Dimara, C. Timplalexis, S. Krinidis, D. Tzovaras, "Indoor and Outdoor Temperature Impact on Residential Consumption - A Study in Greece", Research & Development in Material Science Journal, vol. 11, no. 5, September 2019, DOI: 10.31031/rdms.2019.11.000772

Conference

1. A. Tsolakis, A. Bintoudi, L. Zyglakis, S. Zikos, C. Timplalexis, N. Bezas, K. Kitsikoudis, D. Ioannidis, D. Tzovaras, "Design and Real-Life Deployment of a Smart Nanogrid: A Greek Case Study", In 2020 IEEE International Conference on Power and Energy (PECon 2020), Georgetown, Penang, Malaysia, 7-8 December, IEEE DOI: 10.1109/PECon48942.2020.9314396
2. C. Timplalexis, N. Bezas, A. Bintoudi, L. Zyglakis, V. Pavlopoulos, A. Tsolakis, S. Krinidis, D. Tzovaras, "A hybrid physical/statistical day-ahead direct PV forecasting engine",12th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MedPower 2020), Paphos, Cyprus, Nov. 2020
3. A. Dimara, C. Timplalexis, S. Krinidis, K. Arvanitis, D. Tzovaras, "Energy Consumption in Public Buildings - A survey in Greece", 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 1-4 July, 2020.
4. A. Dimara, C. Timplalexis, S. Krinidis, C. Schneider, M. Bertocchi, D. Tzovaras, "Optimal Comfort Conditions in Residential Houses", 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 1-4 July, 2020.
5. C. Timplalexis, S. Krinidis, D. Ioannidis, D. Tzovaras, "EMD and Gradient Boosting Regression for NILM at Residential Houses", Bosch Artificial Intelligence Conference (AI CON’19), Renningen, Gernamy, 29 October 2019.
6. A. Karananos, A. Dimara, K. Arvanitis, C. Timplalexis, S. Krinidis, D. Tzovaras, "Energy consumption patterns of residential users: A Study in Greece", 12th International Conference on Computer Vision Systems, Thessaloniki, Greece, September 23-25 September 2019
7. C. Timplalexis, A. Dimara, S. Krinidis, D. Tzovaras, "Thermal Comfort Metabolic Rate and Clothing Inference", 12th International Conference on Computer Vision Systems, Thessaloniki, Greece, September 23-25 September 2019
8. A. Dimara, C. Timplalexis, S. Krinidis, D. Tzovaras, "A Dynamic Convergence Algorithm for Thermal Comfort Modelling", 12th International Conference on Computer Vision Systems, Thessaloniki, Greece, September 23-25 September 2019

Books Chapters

1. 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).
2. 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.