prof. dr Željko Kanović


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dr Željko Kanović

Redovni profesor


Telefon021/485-2449
E-mail
Akademsko zvanjeRedovni profesor

Upisao FTN - Mašinski odsek 1995. godine, diplomirao oktobra 2000. godine na smeru Automatsko upravljanje sa prosečnom ocenom 9,58 i ocenom diplomskog rada 10. Iste godine upisao postdiplomske studije na Katedri za automatiku i upravljanje sistemima FTN. Radio kao stručni saradnik i asistent-pripravnik na istoj katedri. Magistrirao u februaru 2007 sa prosekom ocena na postdiplomskim studijama 10,00. Iste godine izabran je u zvanje asistenta. Doktorsku disertaciju odbranio je 2012. godine. U zvanje docenta izabran je juna 2013. godine.

Redovni profesor
20.06.2023.
Radno mestoOdDoOrganizaciona jedinica
Asistent sa doktoratom19.01.2012.01.06.2013.Odsek za automatiku, geomatiku i upravljanje sistemima
Asistent sa magistraturom24.08.2007.01.01.2012.Odsek za automatiku, geomatiku i upravljanje sistemima
Asistent pripravnik24.05.2004.01.08.2007.Odsek za automatiku, geomatiku i upravljanje sistemima
Vanredni profesor20.06.2018.19.06.2023.Katedra za automatsko upravljanje
Docent20.06.2013.Katedra za automatsko upravljanje
NazivU Ustanovi
Simulacija rada lifta upotrebom Matlabovih modula Simulink i Stateflow

Diploma

Elektrotehničko i računarsko inženjerstvo

Fakultet tehničkih nauka

2000

Simulacija i optimizacija rada pumpi u vodovodnom distributivnom sistemu upotrebom genetskog algoritma

Magistratura

Elektrotehničko i računarsko inženjerstvo

Fakultet tehničkih nauka

2007

Modifikacije algoritma optimizacije rojem čestica sa primenom u detekciji kvarova na objektima automatskog upravljanja sa kontinualnom dinamikom

Doktorat

Elektrotehničko i računarsko inženjerstvo

Fakultet tehničkih nauka

2012

Kriterijum produkcijeOpis
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaRackov M., Vereš M., Čavić M., Penčić M., Kanović Ž., Kuzmanović S., Knežević I.: Optimization of HCR Gearing Geometry from a Scuffing Point of View. In book: V. Goldfarb, E. Trubachev, N. Barmina (Eds.) Advanced Gear Engineering. MMS, vol. 51, Springer, 2018, str. 365-392, ISBN 978-3-319-60398-8, UDK: DOI: 10.1007/978-3-319-60399-5_18
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaPetković M., Kanović Ž., Rapaić M.: "Self- Adaptive Expert System For Process Monitoring And Fault Detection“, In: Martin, D. (Ed.) „ Fault Detection: Methods, Applications and Technology” , New York, Nova Publishers, 2016, str. 81-104, ISBN 1536103454
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaVereš M., Kanović Ž., Rackov M.: “HCR gearing geometry optimization by using of generalized particle swarm algorithm”, In: L. Ševčik et al. (Ed.) “Modern methods of Construction Design, Lecture Notes on Mechanical Engineering”, , Heidelberg, Springer, 2014, str. 539-565, ISBN ISSN: 21954356
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaŽeljko Kanović, “Expert System for Induction Motor Fault Detection Based on Vibration Analysis and Support Vector Machines“. In: Garcia Marquez, F. P., Papaelias, M., (Ed.) “Fault Detection – Classification, Techniques and Role in Industrial Systems“ (113-126), Nova Publishers, New York:2013. ISBN: 978-1-62808-999-8
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaMilan Rackov, Miroslav Vereš, Željko Kanović, Siniša Kuzmanović , “HCR Gearing and Optimization of Its Geometry”, In: A. Subić (Ed.) „Advances in Engineering Materials, Product and Systems Design“ (117-132). Trans Tech Publications Inc., Zurich, Switzerland:2013. ISBN: 978-3-03785-585-0
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaŽeljko Kanović, Milan Rapaić, Zoran Jeličić, Milan Rackov, Mirna Kapetina, Jelena Atanacković-Jeličić, “ The Generalized Particle Swarm Optimization Algorithm with Aplication Examples“, In: WenJun Zhang (Ed.), “Self Organization – Theories and Methods“ (81 - 108), Nova Publishers, New York:2013. ISBN: 978-1-62618-865-5
(M14) Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značajaŽeljko Kanović, Milan Rapaić, Zoran Jeličić, “ The Generalized Particle Swarm Optimization Algorithm: Idea, Analysis and Engineering Applications”, In:Girolamo Fornarelli, Luciano Mescia (Ed.) “Swarm Intelligence for Electric and Electronic Engineering” (237-258).IGI Global, Hershey, PA:2012. ISBN: 978-1-4666-2666-9
(M21a) Rad u međunarodnom časopisu izuzetnih vrednostiKovačić I., Teofanov Lj., Kanović Ž., Zhao J., Rui Z., Rajs V.: On the influence of internal oscillators on the performance of metastructures: Modelling and tuning conditions, Mechanical Systems and Signal Processing, 2023, Vol. 205, pp. 1-13, ISSN 0888-3270
(M21a) Rad u međunarodnom časopisu izuzetnih vrednostiVukelić Đ., Šimunović K., Šimunović G., Šarić T., Kanović Ž., Budak I., Agarski B.: Evaluation of an environment-friendly turning process of Inconel 601 in dry conditions, Journal of Cleaner Production, 2020, Vol. 266, ISSN 0959-6526
(M21a) Rad u međunarodnom časopisu izuzetnih vrednostiLazarević S., Čongradac V., Anđelković A., Čapko D., Kanović Ž.: A novel approach to real-time modelling of the district heating substation system using LabVIEW, Journal of Cleaner Production, 2019, Vol. 217, No. April, pp. 360-370, ISSN 0959-6526
(M21) Rad u vrhunskom međunarodnom časopisuKnežević I., Rackov M., Kanović Ž., Buljević A., Antić A., Tica M., Živković 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, pp. 3529-3546, ISSN 1996-1944
(M21) Rad u vrhunskom međunarodnom časopisuBatilović M., Đurović R., Sušić Z., Kanović Ž., Cekić Z.: Robust Estimation of Deformation from Observation Differences Using Some Evolutionary Optimisation Algorithms, Sensors, 2022, Vol. 22, No. 1, ISSN 1424-8220
(M21) Rad u vrhunskom međunarodnom časopisuKanović Ž., Vukelić Đ., Šimunović K., Prica M., Sarić T., Tadić B., Šimunović 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, Vol. 12, No. 2, ISSN 2075-4701
(M21) Rad u vrhunskom međunarodnom časopisuVukelić Đ., Šimunović K., Kanović Ž., Šarić T., Tadić B., Šimunović G.: Multi–objective optimization of steel AISI 1040 dry turning using genetic algorithm, Neural Computing and Applications, 2021, ISSN 0941-0643
(M21) Rad u vrhunskom međunarodnom časopisuBačkalić T., Bugarski V., Kulić F., Kanović Ž.: Adaptable Fuzzy Expert System for Ship Lock Control Support, Journal of Navigation, 2016, Vol. 69, No. 6, pp. 1341-1356, ISSN 0373-4633
(M21) Rad u vrhunskom međunarodnom časopisuBačkalić T., Bugarski V., Kulić F., Kanović Ž.: Adaptable Fuzzy Expert System for Ship Lock Control Support, Journal of Navigation, 2016, Vol. 69, No 6, pp. 1341-1356, ISSN 0373-4633
(M21) Rad u vrhunskom međunarodnom časopisuSapena-Bano A., Pineda-Sanchez M., Puche-Panadero R., Martinez-Roman J., Kanović Ž.: Low-Cost Diagnosis of Rotor Asymmetries in Induction Machines Working at a Very Low Slip Using the Reduced Envelope of the Stator Current, IEEE Transaction on Energy Conversion, 2015, Vol. 30, No 4, pp. 1409-1419, ISSN 0885-8969, UDK: doi 10.1109/TEC.2015.2445216
(M21) Rad u vrhunskom međunarodnom časopisuŽeljko Kanović, Milan R. Rapaić , Zoran D. Jeličić, "Generalized particle swarm optimization algorithm – Theoretical and empirical analysis with application in fault detection", Applied matehmatics and computation, 217, (2011), 10175-10186
(M22) Rad u istaknutom međunarodnom časopisuJovičić G., Milošević A., Kanović Ž., Šokac M., Šimunović G., Savković B., Vukelić Đ.: Optimization of Dry Turning of Inconel 601 Alloy Based on Surface Roughness, Tool Wear, and Material Removal Rate, Article Number: 1068, Metals, 2023, Vol. 13, No. 6, ISSN 2075-4701
(M22) Rad u istaknutom međunarodnom časopisuKovačić I., Kanović Ž.: Chladni plate in anechoic chamber: symmetry in vibrational and acoustic response, Symmetry, 2023, Vol. 15, No. 9, pp. 1-9, ISSN 2073-8994
(M22) Rad u istaknutom međunarodnom časopisuVukelić Đ., Šimunović K., Kanović Ž., Šarić T., Doroslovački K., Prica M., Šimunović 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 and Management, 2022, Vol. 17, No. 3, pp. 367-380, ISSN 1854-6250
(M22) Rad u istaknutom međunarodnom časopisuVukelić Đ., Kanović Ž., Šokac M., Santoši Ž., Budak I., Tadić B.: Modelling of micro-turning process based on constant cutting force, International Journal of Simulation Modelling, 2021, Vol. 20, No. 1, pp. 146-157, ISSN 1726-4529
(M22) Rad u istaknutom međunarodnom časopisuBatilović M., Sušić Z., Kanović Ž., Marković M., Vasić D., Bulatović V.: Increasing efficiency of the robust deformation analysis methods using genetic algorithm and generalised particle swarm optimisation, Survey Review, 2020, ISSN 0039-6265
(M22) Rad u istaknutom međunarodnom časopisuLazarević S., Čongradac V., Anđelković A., Kljajić M., Kanović Ž.: District heating substation elements modeling for the development of the real-time model, Thermal Science, 2019, ISSN 0354-9836
(M23) Rad u međunarodnom časopisuBatilović M., Kanović Ž., Sušić Z., Marković M., Bulatović V.: Deformation analysis: the modified GREDOD method, Geodetski vestnik, 2022, Vol. 66, No. 1, pp. 60-75, ISSN 0351-0271, UDK: 004.021:528.3
(M23) Rad u međunarodnom časopisuMatić D., Kanović Ž.: Vibration Based Broken Bar Detection in Induction Machine for Low Load Conditions, Advances in Electrical and Computer Engineering, 2017, Vol. 17, No. 1, pp. 49-54, ISSN 1582–7445
(M23) Rad u međunarodnom časopisuMatić D., Kanović Ž. Vibration Based Broken Bar Detection in Induction Machine for Low Load Conditions, Advances in Electrical and Computer Engineering, 2017, Vol. 17, No 1, pp. 49-54, ISSN 1582–7445
(M23) Rad u međunarodnom časopisuMilan Rapaić, Željko Kanović, Time-varying PSO – convergence analysis, convergence-related parameterization and new parameter adjustment schemes, Information Processing Letters, 109, (2009), 548-552. doi:10.1016/j.ipl.2009.01.021
(M23) Rad u međunarodnom časopisuKanović Ž., Bugarski V., Bačkalić T. Ship Lock Control System Optimization using GA, PSO and ABC: A Comparative Review, Promet - Traffic and Transportation, 2014, Vol. 26, No 1, pp. 23-31, ISSN 0353-5320
(M23) Rad u međunarodnom časopisuRackov M., Milovančević M., Kanović Ž., Vereš M., Rafa K., Banić M., Miltenović A. Optimization of HCR Gearing Geometry Using Generalized Particle Swarm Optimization Algorithm, Tehnicki vjesnik - Technical Gazette, 2014, Vol. 21, No 4(2014), pp. 723-732, ISSN 1330-3651, UDK: 681.833.1:519.254
(M24) Rad u časopisu međunarodnog značaja verifikovanog posebnom odlukomReljić, D., Tomić. J., Kanović, Ž. Application of the Goerzel's Algorithm in the Airgap Mixed Eccentricity Fault Detection, Serbian Journal of Electrical Engineering, 2015, Vol.12, No 1, pp17-32, ISSN 1451-4869, UDK: 621.313.333:621.317.36
(M33) Saopštenje sa međunarodnog skupa štampano u celiniRackov M., Kanović Ž., Čavić M., Penčić M., Kuzmanović S., Knežević I., Vereš M.: Adopting Suitable HCR Tooth Flank Geometry in Order to Increase the Resistance of Scuffing, 5. International Conference on Power Transmissions, Ohrid: Faculty of Mechanical Engineering, 5-8 Oktober, 2016, pp. 47-54, ISBN 978-608-4624-25-7
(M33) Saopštenje sa međunarodnog skupa štampano u celiniJocić S., Rapaić M., Kanović Ž., Turkulov V.: An example of fault detection system for induction motors based on Internet of Things, 5. International Conference on Electrical, Electronic and Computing Engineering IcETRAN, Palić, 11-14 Jun, 2018
(M33) Saopštenje sa međunarodnog skupa štampano u celini“Induction Motor Broken Rotor Bar Detection Using Vibration Analysis – A Case Study “ Ž. Kanović, D. Matić, Z. Jeličić, M. Rapaić, B. Jakovljević, M. Kapetina SDEMPED 2103 – 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, August 27-30, 2013, Valencia, Spain, 118-122. ISBN: 978-1-4799-0025-1
(M33) Saopštenje sa međunarodnog skupa štampano u celiniGeneralized PSO Algorithm – an Application to Lorenz System Identification by Means of Neural-Networks, Milan R. Rapaić, Željko Kanović, Zoran D. Jeličić, Dušan Petrovački, 9th Symposium on Neural Network Applications in Electrical Engineering, NEUREL-2008, Belgrade, Serbia, September 25-27, 2008, 31-35., ISBN: 978-1-4244-2904-2/08/$25.00©2008 IEEE
(M33) Saopštenje sa međunarodnog skupa štampano u celiniAn empirical analysis of convergence related particle swarm optimization, Milan R. Rapaić, Željko Kanović, Zoran Jeličić, 9th WSEAS Int. Conf. on SIMULATION, MODELLING AND OPTIMIZATION (SMO "09), Budapest, Hungary, 3-5. September 2009., Published in : Mathematical Methods and Applied Computing, Volume I - Proceedings of the WSEAS Applied Computing Conference 2009 (ACC ’09), Vouliagmeni, Athens, Greece, September 28-30, 2009, pp. 37-42, ISSN: 1790-2769, ISBN: 978-960-474-124-3
(M33) Saopštenje sa međunarodnog skupa štampano u celini"An Application for Induction Motor Fault Detection Based on Vibration Analysis and Support Vector Machines", Željko Kanović, Zoran Jeličić, Milan Rapaić, Boris Jakovljević, Milena Petković 24th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems- ECOS 2011, Novi Sad 4-7. July 2011.
(M33) Saopštenje sa međunarodnog skupa štampano u celini"An overview - model- based fault detection in process industry", Milan Rapaić, Željko Kanović, Milena Petković, Boris Jakovljević, Zoran Jeličić, IEEP 2010, Zlatibor, ISBN 978-86-7877-012-
(M33) Saopštenje sa međunarodnog skupa štampano u celini"Expert systems for fault detection and isolation in process industry", Milena Petković, Boris Jakovljević, Željko Kanović, Dušan Petrovački, Milan Rapaić, IEEP 2010, Zlatibor, ISBN 978-86-7877-012-8
(M33) Saopštenje sa međunarodnog skupa štampano u celini"A concept of expert system for induction motor fault detection based on support vector machines", Željko Kanović, Boris Jakovljević, Zoran Jeličić, Milena Petković, Milan Rapaić IEEP 2010, Zlatibor, ISBN 978-86-7877-012-8
(M33) Saopštenje sa međunarodnog skupa štampano u celini"Induction motor fault detection using vibration analysis – a review", Boris Jakovljević, Željko Kanović, Zoran Jeličić, Milena Petković, Milan Rapaić IEEP 2010, Zlatibor, ISBN 978-86-7877-012-8
(M33) Saopštenje sa međunarodnog skupa štampano u celini“ Some irregularities which may occur during implementation of hcr gearing “ Milan Rackov, Siniša Kuzmanović, Željko Kanović, Miroslav Vereš International Conference on Mechanical Engineering Technologies and Applications COMETa 2012 November 28-30, 2012. Jahorina, Republic of Srpska ISBN: 978-99938-655-5-1
(M33) Saopštenje sa međunarodnog skupa štampano u celini“Broken Bar Detection Using Current Analysis - A Case Study “ Dragan Matić, Željko Kanović, Dejan Reljić, Filip Kulić, Đura Oros, Veran Vasić SDEMPED 2103 – 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, August 27-30, 2013, Valencia, Spain, 645-649. ISBN: 978-1-4799-0025-1
(M33) Saopštenje sa međunarodnog skupa štampano u celiniMiroslav Vereš, Željko Kanović, Milan Rackov “HCR Gearing Geometry Optimization by using of Generalized Particle Swarm Algorithm”, 54th International Conference of Machine Design Departments, Hejnice, Czech Republic, 10th-12th September 2013, 451-456. ISBN: 978-80-7372-986-8
(M33) Saopštenje sa međunarodnog skupa štampano u celiniReljić D., Tomić J., Kanović Ž.: On-line Detection of the Airgap Eccentricity in a Three Phase Squirrel-Cage Induction Motor, 1. International Conference on Electrical, Electronic and Computing Engineering IcETRAN, Vrnjačka Banja: ETRAN, 2-5 Jun, 2014, pp. 1-6, ISBN 978-86-80509-70-9
(M33) Saopštenje sa međunarodnog skupa štampano u celiniJakovljević B., Kanović Ž., Jeličić Z.: Induction Motor Broken Bar Detection using Vibration Signal Analysis, Principal Component Analysis and Linear Discriminant Analysis, 2012 IEEE International Conference on Control Applications (CCA), Part of 2012 IEEE Multi-Conference on Systems and Control, October 3-5, 2012. Dubrovnik, Croatia ISBN: 978-1-4673-4504-0
(M51) Rad u vodećem časopisu nacionalnog značajaKulić F., Kanović Ž., Petković M., Matić D.: Expert System for Induction Motor Fault Detection, Journal on Processing and Energy in Agriculture, 2011, Vol. 14, No 4, pp. 173-177, ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaKanović Ž., Jakovljević B., Rapaić M., Jeličić Z.: Expert System for Induction Motor Fault Detection Based on Vibration Analisys, Journal on Processing and Energy in Agriculture, 2012, Vol. 16, No 1, pp. 36-40, ISSN 1821-4487, UDK: 631.55/56:620.92
(M51) Rad u vodećem časopisu nacionalnog značajaKanović Ž., Rackov M., Petković M., Vereš M.: GPSO algorithm in HCR gearing geometry optimization, Journal on Processing and Energy in Agriculture, 2015, Vol. 19, No 4, pp. 31-35, ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaPetković M., Kanović Ž., Jeličić Z., Rapaić M.: PBRC algorithm in induction motor fault detection, Journal on Processing and Energy in Agriculture, 2016, Vol. 20, No 3, pp. 132-135, ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaKanović Ž., Petković M., Jeličić Z., Andrašić D.: Condition monitoring systems based on vibration acquisition – an overview and a case study, Journal on Processing and Energy in Agriculture, 2016, Vol. 20, No 1, pp. 53-57, ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaPetković M., Kanović Ž., Jeličić Z., Rapaić M.: Expert system in domain of energy efficiency and failure detection in process industry, Journal on Processing and Energy in Agriculture, 2016, Vol. 19, No 1, pp. 59-62, ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaŽeljko Kanović, Dragan Matić, Zoran Jeličić, Milena Petković, “Induction Motor Fault Diagnosis Based on Vibration Analysis – a Case Study“ Journal on Processing and Energy in Agriculture, Volume 17, br. 1, str. 47-50, 2013. ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaDragan Matić, Željko Kanović, Vladimir Bugarski, Filip Kulić, Dejan Reljić, Đura Oros, Veran Vasić, „Detekcija otkaza slomljene šipke – analiza asinhronog motora 3,2 MW“ Journal on Processing and Energy in Agriculture, Volume 17, br. 3, str. 134-137, 2013. ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaŽeljko Kanović, Vladimir Bugarski, Todor Bačkalić, Zoran Jeličić, Milena Petković, Dragan Matić, „Optimization of ship lock control system using swarm-based techniques“ Journal on Processing and Energy in Agriculture, Volume 18, br. 1, str. 31-35, 2014. ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značaja“A Theoretical and Empirical Analysis of Convergence Related Particle Swarm Optimization“, Milan Rapaić, Željko Kanović, Zoran Jeličić, WSEAS TRANSACTIONS on SYSTEMS and CONTROL, Issue 11, Volume 4, November 2009, p 541-550 ISSN: 1991-8763
(M51) Rad u vodećem časopisu nacionalnog značajaJocić S., Kanović Ž., Rapaić M., Jeličić Z., Turkulov V.: Decentralized System For Fault Detection In Induction Motors, Journal on Processing and Energy in Agriculture, 2018, Vol. 2, No 22, pp. 69-72, ISSN 1821-4487
(M51) Rad u vodećem časopisu nacionalnog značajaRapaić M., Kanović Ž., Jeličić Z., Discrete particle swarm optimization algorithm for solving optimal sensor deployment problem, Journal of Automatic Control, 2008, Vol. 18, Broj 1, Stranice: 9-14, doi:10.2298/JAC0801009R
(M53) Rad u naučnom časopisuDragan Matić, Željko Kanović, Filip Kulić, Dejar Reljić, Đura Oros, Veran Vasić, “Induction Motor Broken Bar Detection for a Thermal Power-Plant Application. A Case Study”, Elektrotehniški vestnik, 80 (1-2)/2013, 45-49. ISSN 2232-3228
ZvanjeUža naučna oblastVisokoškolska ustanovaDatum izbora
Redovni profesorAutomatika i upravljanje sistemimaUniverzitet u Novom Sadu20.06.2023.
Vanredni profesorAutomatika i upravljanje sistemimaUniverzitet u Novom Sadu20.06.2018.
DocentAutomatika i upravljanje sistemima20.06.2013.
Asistent 1 - magistarAutomatika i upravljanje sistemima24.08.2010.
AsistentAutomatika i upravljanje sistemimaFakultet tehničkih nauka01.09.2007.
Asistent pripravnikAutomatika i upravljanje sistemimaFakultet tehničkih nauka01.04.2002.