Hasso Plattner excellence grant 2020

“Engineering perpetual learning in Digital Twin”

Implementation period: 4^th January 2021- 31^st December 2022

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-2020-03

Publications:

Precup, S.-A.; Gellert, A.; Matei, A.; Gita, M.; Zamfirescu, C.-B. Towards an Assembly Support System with Dynamic Bayesian Network. Appl. Sci. 2022, 12, 985. https://doi.org/10.3390/app12030985

Matei, A.; Circa, D.; Zamfirescu, C.-B. Digital Twin for automated guided vehicles fleet management. Procedia Computer Science, 2022, 199, pp. 1363-1369. https://doi.org/10.1016/j.procs.2022.01.172

Gellert, A.; Sarbu, D.; Precup, S. -A.; Matei, A.; Circa D.; Zamfirescu, C. -B. Estimation of Missing LiDAR Data for Accurate AGV Localization. IEEE Access 2022, doi: https://doi.org/10.1109/ACCESS.2022.3185763.

Gellert, A.; Precup, S.-A.; Matei, A.; Pirvu, B.-C.; Zamfirescu, C.-B. Real-Time Assembly Support System with Hidden Markov Model and Hybrid Extensions. Mathematics 2022, 10, 2725. https://doi.org/10.3390/math10152725

Neghina, M.; Matei, A.; Zamfirescu C.-B.; Multimodal emotion detection from multiple data streams for improved decision making. Procedia Computer Science, 2022, 214, pp. 1082-1089. https://doi.org/10.1016/j.procs.2022.11.281

Matei, A.; Precup, S.-A.; Circa, D.; Gellert, A.; Zamfirescu, C.-B. Estimating Travel Time for Autonomous Mobile Robots through Long Short-Term Memory. Mathematics 2023, 11, 1723. https://doi.org/10.3390/math11071723

• Zamfirescu Bala-Constantin – Project Leader
• Gellert Arpad – Experienced Researcher
• Matei Alexandru – PhD Student
• Circa Dragos – Master Student
• Precup Stefan-Alexandru – Master Student