Etapa 1 - Analiza stadiului curent al cercetarii si identificarea de noi directii de cercetare in domeniul energie si inteligenta artificiala (04.01.2024-31.12.2024)
Livrabil 1: Modele, tehnici si algoritmi cu potential de aplicare in noi proiecte de cercetare. (Decembrie 2024)
Articole publicate:
1. D. Mitrea, V. Chifu, T. Cioara, I. Anghel and C. B. Pop, "Social Factors in P2P Energy Trading Using Hedonic Games," in IEEE Access 2024 WoS Q2 DOI
2. G. Antonesi, T. Cioara, I. Anghel, I. Salomie, M. Bertoncini, An Energy Consumption Forecasting Tool for Buildings Based on Multivariate Deep Neural Network Model, 2024 IEEE International Workshop on Metrology for Living Environment (IEEE MetroLivEnv 2024), June 12-14, 2024, Chania - Crete, Greece IEEE Proceedings DOI
Etapa 2 - Dezvoltarea si testarea de tehnici si funcționalități îmbunătățite pentru tehnologiile existente in laboratorul de cercetare (01.01.2025-31.12.2025)
Livrabil 2: Noi tehnici si funcționalități dezvoltate si evaluate (Decembrie 2025)
Articole publicate:
1. D. Mitrea, T. Cioara, I. Anghel, L. Toderean, Evolutionary game for incentivizing social cooperation of prosumers in transactive energy communities, Energy and Buildings, Volume 327, 2025, 115057, ISSN 0378-7788 WoS Q1 DOI
2. A. Gabriel, T. Cioara, I. Anghel, I. Papias, V. Michalakopoulos, E. Sarmas, Hybrid Transformer Model with Liquid Neural Networks and Learnable Encodings for Buildings’ Energy Forecasting, Energy and AI, 2025, 100489, ISSN 2666-5468 WoS Q1 DOI
3. VR Chifu, T Cioara, I Danci, CB Pop, I Anghel, Whale optimization-based clustering for buildings’ energy consumption profiles, Energy Reports Volume 14, December 2025, Pages 1207-1221 WoS Q2 DOI
4. Chifu, V.R.; Cioara, T.; Pop, C.B.; Anghel, I.; Pelle, A. Physics-Informed Neural Networks for Heat Pump Load Prediction. Energies 2025, 18, 8. WoS Q3 DOI
5. L. Toderean, M. Daian, T. Cioara, A. Suciu, I. Anghel, V. Michalakopoulos, E. Sarmas, Quantum enhanced Energy Blockchain for Peer-to-Peer Trading, The Sixteenth International Conference on Information, Intelligence, Systems and Applications (IISA 2025), Mytilene, Island of Lesbos, Greece, July 10-12, 2025 DOI
