Livrabil Etapa 1: RST I - Modele, tehnici si algoritmi cu potential de aplicare in noi proiecte de cercetare. (Decembrie 2021)
Rezultate:
1. V.Chifu, C. B. Pop, E. St. Chifu, H. Barleanu, Deep Learning for Forecasting the Energy Consumption in Public Buildings, 2021 RoEduNet Conference: Networking in Education and Research, 4-6 Noiembrie 2021, Iasi, Romania [IEEE Proceedings] DOI
2. L. Toderean, C. Antal, M. Antal, D. Mitrea, T. Cioara, I. Anghel, I. Salomie, A Lockable ERC20 Token for Peer to Peer Energy Trading, 2021 IEEE 17th International Conference on Intelligent Computer Communication and Processing (ICCP 2021), 28-30 Octombrie, 2021, Cluj-Napoca, Romania [WoS/IEEE Proceedings] DOI
Livrabil Etapa 2: RST II - Noi tehnici si functionalitati dezvoltate (Decembrie 2022)
Rezultate:
1. Goia, B.; Cioara, T.; Anghel, I. Virtual Power Plant Optimization in Smart Grids: A Narrative Review. Future Internet 2022, 14, 128 WoS DOI
2. Antal M, Toderean L, Cioara T, Anghel I. Hybrid Deep Neural Network Model for Multi-Step Energy Prediction of Prosumers. Applied Sciences. 2022; 12(11):5346 WoS Q2 DOI
3. Florea, A.-I.; Anghel, I.; Cioara, T. A Review of Blockchain Technology Applications in Ambient Assisted Living. Future Internet 2022, 14, WoS DOI
4. C. B. Pop, T. Cioara, I. Anghel, M. Antal, V. R. Chifu, C. Antal, I. Salomie, Review of bio-inspired optimization applications in renewable-powered smart grids: Emerging population-based metaheuristic. Energy Reports, Volume 8, 2022, Pages 11769-11798, ISSN 2352-4847 WoS Q2DOI
5. T. Cioara, L. Toderean, D. Mitrea, V. Chifu, M. Antal, I. Anghel, V. Croce, M. Bertoncini, F. Nucci, Decentralized Demand Response in Energy Communities using Blockchain. 1st Workshop on BLOckchain for Renewables INtegration (BLORIN 2022). Palermo, Italia, 2-3 Septembrie 2022 [to be published] IEEE indexed DOI
6. T. Cioara, I. Anghel, M. Antal, C. Antal, G. I. Arcas, V. Croce, An Overview of Digital Twins Application in Smart Energy Grids. 2022 IEEE 18th International Conference on Intelligent Computer Communication and Processing (ICCP 2022), Sept. 22-24, 2022, Cluj-Napoca, Romania [to be published] IEEE indexed DOI
Livrabil Etapa 3: RST III - Rezultate si evaluare (Octombrie 2023)
Rezultate:
1. Antal, M.; Mihailescu, V.; Cioara, T.; Anghel, I. Blockchain-Based Distributed Federated Learning in Smart Grid. Mathematics 2022, 10, 4499. WoS Q1 DOI
2. Antonesi, G.; Cioara, T.; Toderean, L.; Anghel, I.; De Mulder, C. A Machine Learning Pipeline to Forecast the Electricity and Heat Consumption in a City District. Buildings 2023, 13, 1407. WoS Q1 DOI
3. Marin, O.; Cioara, T.; Anghel, I. Blockchain Solution for Buildings’ Multi-Energy Flexibility Trading Using Multi-Token Standards. Future Internet 2023, 15, 177.WoS DOI
4. Mitrea, D.; Cioara, T.; Anghel, I. Privacy-Preserving Computation for Peer-to-Peer Energy Trading on a Public Blockchain. Sensors 2023, 23, 4640 WoS Q2 DOI
5. L. Toderean, V. R. Chifu, T. Cioara, I. Anghel and C. B. Pop, Cooperative Games Over Blockchain and Smart Contracts for Self-Sufficient Energy Communities, in IEEE Access, vol. 11, pp. 73982-73999, 2023 WoS Q2 DOI
6. D. Mitrea, L. Toderean, T. Cioara, V. Chifu, I. Salomie, I. Anghel, M. Bertoncini, V. Croce, Matching Mechanisms for Buildings Energy Flexibility Orders in P2P Local Markets, The Fourteenth International Conference on Information, Intelligence, Systems and Applications (IISA 2023), University of Thessaly, Volos, Greece, 10-12 July 2023 [IEEE Proceedings]