skip to Main Content
as. dr. Goran Andonovski
Asistent z doktoratom
goran.andonovski@fe.uni-lj.si
+386 1 4768 314
AN205A
Cobiss Dblp
Sicris LinkedIn
ResearchGate
Področje raziskovanja je usmerjeno na napredne metode vodenja na osnovi toku podatkov. Z velikim poudarkom na samorazvijajočih se metod s spremenljivimi parametri. Samorazvijajoče se inteligentne metode na osnovi podatkov so uporabne na področjih vodenja nelinearnih sistemov, identifikacije dinamičnih sistemov, kot tudi za prediktivno spremljanje učinkovitosti proizvodnje. Nazadnje je pomembno sodelovanje pri projektu GOSTOP, kjer je bil glavni cilj gradnja pametnega senzorja za zaznavanje napak na sistemih klimatizacije (HVAC) v industriji.
  • 2012 diploma
  • 2018 doktorat
  • GOSTOP – Gradniki, orodja in sistemi za tovarne prihodnosti
  • INEVITABLE – OptImization aNd pErformance improVing In meTAl industry By digitaL tEchnologies

2022

Tomažič, Simon; Andonovski, Goran; Škrjanc, Igor; Logar, Vito: Data-Driven Modelling and Optimization of Energy Consumption in EAF. V: Metals, vol. 12, iss. 816, no. 5, 2022, ISSN: 2075-4701. (Vrsta: Članek v strokovni reviji | Povezava | BibTeX)

2020

Leite, Daniel; Andonovski, Goran; Škrjanc, Igor; Gomide, Fernando: Optimal rule-based granular systems from data streams. V: IEEE Transactions on Fuzzy Systems, vol. 28, no. 3, str. 583–596, 2020, ISSN: 19410034. (Vrsta: Članek v strokovni reviji | Povezava | BibTeX)

2018

Andonovski, Goran; Blažič, Sašo; Škrjanc, Igor: Partial cloud-based evolving method for fault detection of HVAC system. V: IEEE International Conference on Fuzzy Systems, 2018, ISSN: 10987584. (Vrsta: Proceedings Article | Povezava | BibTeX)
Škrjanc, Igor; Andonovski, Goran; Ledezma, Agapito; Sipele, Oscar; Iglesias, Jose Antonio; Sanchis, Araceli: Evolving cloud-based system for the recognition of drivers' actions. V: Expert Systems with Applications, vol. 99, str. 231–238, 2018, ISSN: 09574174. (Vrsta: Članek v strokovni reviji | BibTeX)

2017

Andonovski, Goran; Mušič, Gašper; Blažič, Sašo; Škrjanc, Igor: Evolving model identification for process monitoring and prediction of non-linear systems. V: Engineering Applications of Artificial Intelligence, vol. 68, no. October, str. 214–221, 2017, ISSN: 09521976. (Vrsta: Članek v strokovni reviji | BibTeX)

2016

Andonovski, Goran; Mušič, Gašper; Blažič, Saso; Škrjanc, Igor: On-line Evolving Cloud-based Model Identification for Production Control. V: IFAC-PapersOnLine, vol. 49, no. 5, str. 79–84, 2016, ISSN: 24058963. (Vrsta: Članek v strokovni reviji | BibTeX)
Andonovski, Goran; Angelov, Plamen; Blažič, Sašo; Škrjanc, Igor: A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant. V: Applied Soft Computing, vol. 48, str. 29–38, 2016, ISSN: 15684946. (Vrsta: Članek v strokovni reviji | BibTeX)

2022

Tomažič, Simon; Andonovski, Goran; Škrjanc, Igor; Logar, Vito: Data-Driven Modelling and Optimization of Energy Consumption in EAF. V: Metals, vol. 12, iss. 816, no. 5, 2022, ISSN: 2075-4701. (Vrsta: Članek v strokovni reviji | Povezava | BibTeX)

2020

Leite, Daniel; Andonovski, Goran; Škrjanc, Igor; Gomide, Fernando: Optimal rule-based granular systems from data streams. V: IEEE Transactions on Fuzzy Systems, vol. 28, no. 3, str. 583–596, 2020, ISSN: 19410034. (Vrsta: Članek v strokovni reviji | Povezava | BibTeX)

2018

Andonovski, Goran; Blažič, Sašo; Škrjanc, Igor: Partial cloud-based evolving method for fault detection of HVAC system. V: IEEE International Conference on Fuzzy Systems, 2018, ISSN: 10987584. (Vrsta: Proceedings Article | Povezava | BibTeX)
Škrjanc, Igor; Andonovski, Goran; Ledezma, Agapito; Sipele, Oscar; Iglesias, Jose Antonio; Sanchis, Araceli: Evolving cloud-based system for the recognition of drivers' actions. V: Expert Systems with Applications, vol. 99, str. 231–238, 2018, ISSN: 09574174. (Vrsta: Članek v strokovni reviji | BibTeX)

2017

Andonovski, Goran; Mušič, Gašper; Blažič, Sašo; Škrjanc, Igor: Evolving model identification for process monitoring and prediction of non-linear systems. V: Engineering Applications of Artificial Intelligence, vol. 68, no. October, str. 214–221, 2017, ISSN: 09521976. (Vrsta: Članek v strokovni reviji | BibTeX)

2016

Andonovski, Goran; Mušič, Gašper; Blažič, Saso; Škrjanc, Igor: On-line Evolving Cloud-based Model Identification for Production Control. V: IFAC-PapersOnLine, vol. 49, no. 5, str. 79–84, 2016, ISSN: 24058963. (Vrsta: Članek v strokovni reviji | BibTeX)
Andonovski, Goran; Angelov, Plamen; Blažič, Sašo; Škrjanc, Igor: A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant. V: Applied Soft Computing, vol. 48, str. 29–38, 2016, ISSN: 15684946. (Vrsta: Članek v strokovni reviji | BibTeX)
  • 2017 – Prva nagrada na tekmovanju IEEE SMC Autonomous Learning Machines Competition
  • 2013 – Nagrada Tehnološke mreže Tehnologija vodenja procesov za najboljše diplomsko/magistrsko delo v letu 2013
  • Slovensko društvo za simulacijo in modeliranje – SLOSIM
  • Društvo avtomatikov Slovenije – DAS
Back To Top