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Konsultacije:

PON	UTO	SRE	ČET	PET
	10-11		10-11

 

Predmeti:

• Metode optimizacije
• Upravljački algoritmi u realnom vremenu
• Optimalno, nelinearno i napredno upravljanje
• Automatsko upravljanje u motornim vozilima

Reprezentativne reference

 

M21a – Rad u međunarodnom časopisu izuzetnih vrednosti

1.        Slađana Lazarević, Velimir Čongradac, Aleksandar S. Anđelković, Darko Čapko, Željko Kanović, “A novel approach to real-time modelling of the district heating substation system using LabVIEW”, Journal of Cleaner Production, 217 (2019), 360-370, ISSN 0959-6526

2.        Vukelić Đ, Šimunovic K, Šimunovic G, Saric T, Kanović Ž, Budak I, Agarski, B, Evaluation of an environment-friendly turning process of Inconel 601 in dry conditions, Journal of Cleaner Production 266 (2020), doi: https://doi.org/10.1016/j.jclepro.2020.121919.

3.        Kovacic, I., Teofanov, Lj., Kanovic, Z., Zhao, J., Zhu, R.,  Rajs, V. On the influence of internal oscillators on the performance of metastructures: Modelling and tuning conditions, Mechanical Systems and Signal Processing, 205 (2023), doi: 10.1016/j.ymssp.2023.110861

        4.        Kovacic, I.,  Kanovic, Z.,  Rajs, V.,  Teofanov, Lj., Zhu, R. Reaching a desirable metastructure for passive vibration attenuation by using a machine learning approach, Nonlinear Dynamics, 112(23) (2024), pp. 20661–20676, doi:https://doi.org/10.1007/s11071-024-10058-3

 

M21 – Rad u vrhunskom međunarodnom časopisu

1.        Željko Kanović, Milan Rapaić, Zoran Jeličić, “Generalized Particle Swarm Optimization Algorithm - Theoretical and Empirical Analysis with Application in Fault Detection”, Applied Mathematics and Computation, 217 (2011), 10175-10186. ISSN 0099-3003

2.        Angel Sapena-Bano, Manuel Pineda-Sanchez, Ruben Puche-Panadero,Javier Martinez-Roman, Željko Kanović, “Low-Cost Diagnosis of Rotor Asymmetries in Induction Machines Working at a Very Low Slip Using the Reduced Envelope of the Stator Current”, IEEE    Transactions on Energy Conversion, Vol. 30, No 4, (2015) 1409-1419.

3.        Todor Bačkalić, Vladimir Bugarski, Filip Kulić, Željko Kanović, “Adaptable Fuzzy Expert System for Ship Lock Control Support”, Journal of Navigation, 69(6), (2016), 1341-1356. ISSN: 0373-4633. DOI: http://dx.doi.org/10.1017/S0373463316000242

4.        Vukelic, D., Simunovic, K., Kanovic, Z. et al. Multi-objective optimization of steel AISI 1040 dry turning using genetic algorithm. Neural Comput & Applic 33, 12445–12475 (2021). https://doi.org/10.1007/s00521-021-05877-z

5.        Batilović M, Đurović R, Sušić Z, Kanović Ž, Cekić Z. Robust Estimation of Deformation from Observation Differences Using Some Evolutionary Optimisation Algorithms. Sensors. 2022; 22(1):159. https://doi.org/10.3390/s22010159

6.        Kanovic Z, Vukelic D, Simunovic K, Prica M, Saric T, Tadic B, Simunovic G. The Modelling of Surface Roughness after the Ball Burnishing Process with a High-Stiffness Tool by Using Regression Analysis, Artificial Neural Networks, and Support Vector Regression. Metals. 2022; 12(2):320. https://doi.org/10.3390/met12020320

7.      Kovacic I., Rakaric Z., Kanovic Z., Rajs V.: Metastructure with integrated internal oscillators of constant, linearly and nonlinearly varying natural frequency, Frontiers in Physics, 2022, Vol. 10, Article Number: 934998, DOI: 10.3389/fphy.2022.934998, ISSN: 2296-424X

         8.      Knezevic, I., Rackov, M., Kanovic, Z., Buljevic, A., Antic, A., Tica, M., Zivkovic, A.: An Analysis of the Influence of Surface Roughness and Clearance on the Dynamic Behavior of Deep Groove Ball Bearings Using Artificial Neural Networks, Materials, 2023, Vol. 16, No 9: 3529-     3546

M22 – Rad u istaknutom međunarodnom časopisu

1.         Slađana Lazarević, Velimir Čongradac, Aleksandar S. Anđelković, Miroslav V. Kljajić, Željko Kanović, “District heating substation elements modeling for the development of the real-time model”, Thermal Science,Vol. 23 (3), (2019), doi: 10.2298/TSCI181226031L, ISSN: 0354-9836, p.2061-2070

2.      Vukelić, Đ., Kanović, Ž., Šokac, M., Santosi, Z., Budak, I., Tadić, B. Modelling of micro-turning process based on constant cutting force“, International Journal of Simulation Modelling, No 1, Vol. 20 (2021) p. 146-157

3.      Vukelic, D., Simunovic, K., Kanovic, Z., Saric, T., Doroslovacki, K., Prica, M., Simunovic, G.: Modeling surface roughness in finish turning as a function of cutting tool geometry using the response surface method, Gaussian process regression and decision tree regression, Advances in Production Engineering & Management, 2022, Vol. 17, No. 3, pp. 367-380, DOI: 10.14743/apem2022.3.442, ISSN: 1854-6250

4.      Kovacic, I and Kanovic, Z.: Chladni Plate in Anechoic Chamber: Symmetry in Vibrational and Acoustic Response, Symmetry, 2023, Vol. 15(9), 1748; DOI: 10.3390/sym15091748

5.      Jovicic, G., Milosevic, A., Kanovic, Z., Sokac, M., Simunovic, G., Savkovic, B and Vukelic, D.: Optimization of Dry Turning of Inconel 601 Alloy Based on Surface Roughness, Tool Wear, and Material Removal Rate, Metals, 2023, Vol. 13, No 6, Article Number: 1068

6.      Milosevic, A., Simunovic, G., Kanovic, Z., Simunovic, K., Kocovic, V.,  Vukelic, Dj. Modelling and Optimization of Surface Quality and Productivity in Turning Inconel 825 Alloy, International Journal of Simulation Modelling, 2025, Vol. 24, No 4, 565-576.

       7.      Backalic, S., Kanovic, Z., Backalic, T. A Case Study on Predicting Road Casualties Among Young Car Drivers in the Republic of Serbia Using Machine Learning, Safety, 2025, Vol. 11, No107. 1-17.

 

M23 – Rad u međunarodnom časopisu

1.     Milan Rapaić, Željko Kanović, “Time-varying PSO – convergence analysis, convergence-related parameterization and new parameter adjustment schemes“,      Information Processing Letters,109, (2009), p.548-552. ISSN: 0020-0190

2.     Željko Kanović, Vladimir Bugarski, Todor Bačkalić, “Ship Lock Control System Optimization using GA, PSO and ABC: A Comparative Review”, Promet - Traffic and Transportation, 26(1), (2014), p. 23–31. ISSN: 0353-5320.

3.     Milan Rackov, Miloš Milovančević, Željko Kanović, Miroslav Vereš, Klara Rafa, Milan Banić, Aleksandar Miltenović, “Optimization of HCR Gearing Geometry Using Generalized Particle Swarm Optimization Algorithm ”, Tehnički vjesnik – Technical Gazette, 21(4), (2014), p. 723-732. ISSN: 1330-3651(print). ISSN: 1848-6339(Online).

4.     Dragan Matić, Željko Kanović, “Vibration Based Broken Bar Detection in Induction Machine for Low Load Conditions”, Advances in electrical and computer engineering, Vol. 17, No. 1 (2017), 49-54 ISSN: 1582-7445(print). ISSN: 1844-7600(Online).

 5.    Batilović Mehmed, Sušić Zoran, Kanović Željko, Marković Marko,  Vasić Dejan, Bulatović Vladimir, Increasing efficiency of the robust deformation analysis methods using genetic algorithm and generalized particle swarm optimization, Survey review, 52, (2020), 1752-2706, doi: 10.1080/00396265.2019.1706294

 6.     Mehmed Batilović, Željko Kanović, Zoran Sušić, Mrko Marković, Vladimir Bulatović. Deformation analysis: the modified GREDOD method, Geodetski vestnik, Vol. 66, No. 1(2022), p. 60-75, ISSN: 0351-0271