Δημοσιεύσεις Σε Περιοδικά

1. A. Mystakidis, P. Koukaras, N. Tsalikidis, D. Ioannidis, C. Tjortjis, "Energy Forecasting: A Comprehensive Review of Techniques and Technologies.", Energies. 2024 Mar 30;17(7):1662.
2. O. Manis, M. Skoumperdis, C. Kioroglou, D. Tzilopoulos, M. Ouzounis, M. Loufakis, N. Tsalikidis, N. Kolokas, P. Georgakis, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production.", Sensors. 2024; 24(4):1225. https://doi.org/10.3390/s24041225
3. N. Tsalikidis, A. Mystakidis, P. Koukaras, M. Ivaškevičius, L. Morkūnaitė, D. Ioannidis, P. A. Fokaides, C. Tjortjis, D. Tzovaras, "Urban traffic congestion prediction: a multi-step approach utilizing sensor data and weather information.", Smart Cities. 2024 Jan 19;7(1):233-53.
4. N. Tsalikidis, A. Mystakidis, C. Tjortjis, P. Koukaras, D. Ioannidis, "Energy load forecasting: one-step ahead hybrid model utilizing ensembling.", Computing. 2024 Jan;106(1):241-73 https://doi.org/10.1007/s00607-023-01217-2

Δημοσιεύσεις Σε Συνέδρια

1. N. Tsalikidis, P. Koukaras, D. Ioannidis, D. Tzovaras, "Hybrid CNN-LSTM Forecasting Model for Electric Vehicle Charging Demand in Smart Building.", In 2024 6th Global Power, Energy and Communication Conference (GPECOM) 2024 Jun 4 (pp. 590-595). IEEE.
2. A. Mystakidis, N. Tsalikidis, P. Koukaras, C. Kontoulis, P. A. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Power Load Forecasting: A Time-series Multi-step ahead and Multi-model analysis.", Proc. IEEE 58th Int’l Universities Power Engineering Conf. (UPEC 23), 2023.