Advancing the state of the art through rigorous research and peer-reviewed publications.
Novel machine learning approach to identify cyber threats in real-time SCADA systems with 99.2% accuracy.
📅 2024 | 📚 IEEE Trans. on Smart Grid | 👤 Preotescu, D., Nita, D.
Decentralized energy trading platform using smart contracts to enable efficient P2P transactions.
📅 2023 | 📚 Energy Policy | 👤 Lacatus, P., Paun, M.
Exploring quantum algorithms to solve complex power flow optimization problems 1000x faster.
📅 2024 | 📚 Nature Energy | 👤 Nita, D.
Comprehensive security architecture addressing vulnerabilities in IIoT devices deployed across energy infrastructure.
📅 2023 | 📚 Computers & Security | 👤 Preotescu, D.
LSTM-based models achieving 95% accuracy in predicting solar and wind generation up to 72 hours ahead.
📅 2023 | 📚 Applied Energy | 👤 Nita, D., Lacatus, P.
Practical guide to implementing EU NIS2 Directive requirements in transmission and distribution networks.
📅 2024 | 📚 Electric Power Systems Research | 👤 Preotescu, D., Zidaru, C.
Analysis of attack vectors and defense mechanisms for protecting grid infrastructure from coordinated threats.
📅 2023 | 📚 IEEE Trans. on Power Systems | 👤 Paun, M., Preotescu, D.
Optimization algorithms for coordinating EV charging to minimize grid impact and maximize renewable utilization.
📅 2024 | 📚 Transportation Research | 👤 Lacatus, P., Nita, D.
Distributed machine learning approach enabling collaborative model training without sharing sensitive data.
📅 2023 | 📚 IEEE Trans. on Smart Grid | 👤 Nita, D., Preotescu, D.
Cost-benefit analysis of hydrogen storage as a solution for seasonal energy storage challenges.
📅 2024 | 📚 Renewable Energy | 👤 Plamanescu, R., Paun, M.
Implementation framework for zero trust principles in OT environments with legacy systems.
📅 2024 | 📚 Journal of Cyber Security | 👤 Preotescu, D.
Real-time digital replicas of power systems enabling predictive maintenance and scenario testing.
📅 2023 | 📚 International Journal of Electrical Power | 👤 Lacatus, P.