Project Information
“Modeling and Optimizing Electricity Consumption and Production through Advanced Machine Learning Methods”
Implementation period: 3 July 2023 – 30 June 2025
Targeted results:
- attracting funds from national or international research competitions;
- publishing scientific articles in BDI journals (including ISI);
- obtaining international (EPO / USPTO) and national (OSIM) patents;
- publishing books / book chapters at prestigious international publishing houses;
- participation in prestigious international conferences and publication of papers in conference volumes.
Grant No. LBUS-HPI-ERG-2023-03
Publications:
R. Sorostinean, Z. Burghelea and A. Gellert, “Anomaly Detection in Smart Industrial Machinery Through Hidden Markov Models and Autoencoders,” in IEEE Access, vol. 12, pp. 69217-69228, 2024, doi: 10.1109/ACCESS.2024.3400970.
- Gellert Arpad – Project Leader
- Zamfirescu Bala-Constantin – Experienced Researcher
- Matei Alexandru – PhD Student
- Sorostinean Radu Traian – PhD Student
- Peteleaza Darius – Master Student