• IE105, 10 Victoriei Boulevard, Sibiu, Romania, Europe
  • Mon - Fri: 8AM to 20:00PM
  • center.incon@ulbsibiu.ro
  • +40752310871
  • INCON - Connected Intelligence Research Center

    Certified by the Ministry of National Education and Research
  • Research and Development

    Cyber Physical Social Systems
Description

“Modeling and Optimizing Electricity Consumption and Production through Advanced Machine Learning Methods”

Implementation period: 3 July 2023 – 30 June 2025

Targeted results:

1. attracting funds from national or international research competitions;

2. publishing scientific articles in BDI journals (including ISI);

3. obtaining international (EPO / USPTO) and national (OSIM) patents;

4. publishing books / book chapters at prestigious international publishing houses;

5. participation in prestigious international conferences and publication of papers in conference volumes.

Grant No. LBUS-HPI-ERG-2023-03

Results

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.

Team
  • Gellert Arpad – Project Leader
  • Zamfirescu Bala-Constantin – Experienced Researcher
  • Matei Alexandru – PhD Student
  • Sorostinean Radu Traian – PhD Student
  • Peteleaza Darius – Master Student