Naslovna Profesori Kukolj dr Dragan
Indeks članka
Kukolj dr Dragan
BIOGRAFIJA
REFERENCE
Sve strane

Dragan Kukolj

prof. dr Dragan Kukolj
redovni profesor

 

 

predmeti:

  • AA DSP 2 - Arhitekture i algoritmi DSP-a 2
  • PSZnR - Projektovanje sistema zasnovanih na računaru

 

e-mail: Ova adresa el. pošte zaštićena je od spam napada, treba omogućiti JavaSkript da biste je videli

telefon:

kancelarija:

 

konsultacije:

Pon Uto Sre Čet Pet
po dogovoru

BIOGRAFIJA

Dr Dragan Kukolj je redovni profesor na Fakultetu tehničkih nauka (katedra za računarsku tehniku i računarske komunikacije). Diplomirao, magistrirao i doktorirao na Fakultetu tehničkih nauka Univerziteta u Novom Sadu 1982, 1988 i 1993 godine, respektivno. U okviru nastavnih delatnosti predavao je predmete: “Algoritmi i arhitektura DSP“,“Ekspertni sistemi u upravljanju sistemima", "Sistemi automatskog upravljanja" i "Upravljanje velikim sistemima".

Autor je četiri knjige i oko sto stručnih i naučnih radova. Da sada je učestvovao u radu na preko dvadeset naučnih projekata međunarodnog, saveznog ili pokrajinskog ranga. Oblasti stručnog i istraživačkog delovanja su tehnike veštačke inteligencije (neuronske mreže, sistemi sa fuzzy logikom, ekspertni sistemi) i njihova primena u upravljanju složenim sistemima, prepoznavanju oblika i obradi signala.


ČLANSTVO U STRUČNIM UDRUŽENJIMA

IEEE Senior member (Computational Intelligence Soc. & Systems Man Cybernetics Soc.)

Nacionalne asocijacije: SAUM, SYMOPIS, YUNG i GAS



REFERENCE

PATENTI

1. D. Kukolj, V. Kovačević, N.Teslić, I. Papp, TECHNIQUE FOR DIRECTION  OF ARRIVAL ESTIMATION FROM SOUND SOURCE USING DUAL  MICROPHONE SYSTEM, filled 3.november, 2006, No. P-2006/0612.

2. Z. Šarić, S. Jovičić, V. Kovačević, N.Teslić, D. Kukolj, SYSTEM AND TECHNIQUE FOR HANDS-FREE VOICE COMMUNICATION USING MICROPHONE ARRAY, filled 4.october, 2006, No. P-2006/0551.

3. Z. Šarić, S. Jovičić, V. Kovačević, N.Teslić, D. Kukolj, SYSTEM AND TECHNIQUE FOR SPEAKER LOCALIZATION USING MICROPHONE ARRAY, filled 21.november, 2006, No. P-2006/0642.


RADOVI

1. Dragan Kukolj, Dragan Popovic, Maja Borota, Applied Unsupervised Learning in Model Reduction of Linear Dynamic Systems, Computers & Mathematics with Applications, Vol.33, No. 3, 1997, pp.95-103.

2. Dragan Kukolj, Filip Kulic, Dragan Popovic, Zvonko Gorecan, Determining Topological Changes And Critical Load Levels Of A Power System By Means Of Artificial Neural Networks, Electric Machines and Power Systems, Vol.25, No.8, Oct. 1997, pp. 917-926.

3. Dragan Kukolj, Dragan Popović, Filip Kulić, Zvonko Gorečan, Fast Dynamic Stability Analysis of a Power System Using Artificial Neural Networks, ETEP -European Transactions on Electrical Power Engineering. Vol.8, No.3, May-June 1998, pp. 207-212.

4. Dragan Popović, Dragan Kukolj, Filip Kulić, Monitoring and Assessment of Voltage Stability Margins Using Artificial Neural Networks with Reduced Input Set, IEE Proceedings Generation, Transmission and Distribution, Vol. 145, No.4, 1998, pp. 355-362.

5. Dragan Kukolj, Miroslava Berko, The Experimental Design of the Diagnostic System Based on Unsupervised and Supervised Learning Methods, Neural Network World, International Journal on Neural and Mass-Parallel Computing, Vol. 8, No. 4, 1998, pp. 375-386.

6. Dragan Kukolj, Slobodan Kuzmanovic, Emil Levi, Design of a Near-Optimal, Wide-Range Fuzzy Logic Controller, Fuzzy Sets & Systems, Vol. 120, No. 1, May 2001, pp. 17-34.

7. Dragan Kukolj, Miroslava Berko-Pušić, Branislav Atlagić, Experimental Design of Supervisory Control Functions Based on Multylayer Perceptron, Artificial Intelligence for Engineering Design, Analysis and Manufacturing,  15(5) 2001, pp. 425-431.

8. Dragan Kukolj, Design of Supervisory Control Functions Based on Feedforward Neural Networks, Cybernetics & Systems: An International Journal, Vol. 31, No. 7, 2000, pp. 749-761.

9. Dragan D. Kukolj, Slobodan B. Kuzmanovic and  Emil Levi, Design of an Optimised Dual Fuzzy Logic Speed Controller for High Performance Electric Drives, Engineering in Intelligent Systems, ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATION, Vol. 8; No. 4, dec. 2000, pp. 233-243.

10. Dragan .D. Kukolj, Slobodan B. Kuzmanovic, Emil Levi, Design of a PID-Like Dual Fuzzy Logic Controller, IFAC Engineering Applications of Artificial Intelligence, Vol. 14, no. 6, 2001, pp. 785-803.

11. Dragan Kukolj, Filip Kulic, Emil Levi, Design of the Speed Controllers for Sensorless Electric Drives Based on AI Techniques: A Comparative Study, Artificial Intelligence in Engineering: An International Journal, Vol. 14, No. 2, Apr. 2000, pp. 165-174.

12. Dragan Kukolj, Design of Adaptive Takagi-Sugeno-Kang Fuzzy Model, Applied Soft Computing  Vol. 2, No. 2, December 2002, pp. 89-103.

13. Dragan Kukolj, Emil Levi, Identification of Complex Systems Based on Neural and Takagi-Sugeno Fuzzy Model, IEEE SMC-part B, Vol. 34, No. 1, February 2004, pp.272-282.

14. Nikola Teslic, Vladimir Radenkovic, Dragan Kukolj, Miroslav Popovic, Real - Time Human Face Tracking With an Active Camera Using Block Matching Technique, Electronics, Vol. 7, No.2, December 2003, pp. 124-128.

15. Miroslava Dražić, Dragan Kukolj, Gordana Cmiljanović, Zdravko Knežević, Laslo Lovaš, Detection of unexpected events in the process industry using fuzzy models, Electronics, Vol. 9, No.1, Oct. 2005, pp. 8-10.

16. Dragan Kukolj, Branislav Atlagić, Milovan Petrov, Unlabeled data clustering using a re-organizing neural network, Cybernetics and Systems, An Int. Journal, Vol. 37, No. 7, 2006, pp. 779-790.

17. Dragan Kukolj, Filip Kulić, Dr Dragan Popović, Određivanje topologije i kritičnog nivoa opterećenja elektroenergetskog sistema primenom višeslojne veštačke neuronske mreže, TEHNIKA, 5-6, ELEKTROTEHNIKA 45, 1996, pp. E12-E17.

18. Dragan Kukolj, Dragan Popović, Filip Kulić, Maja Borota, Procena stabilnosti elektroenergetskog sistema pomoću veštačkih neuronskih mreža obučavanih sa i bez nadzora, ELEKTROPRIVREDA, br. 3, 1996, pp. 7-13.

19. Dragan Kukolj, Maja Borota, Miroslava Berko, Svetozar Đipanov, Đorđe Mihajlović, Prilog modernizaciji postupka strateškog odlučivanja, MANAGEMENT, 2, broj 4, 1997, pp. 17-22.

20. Dragan Kukolj, Vera Bajović, Miroslava Berko, Gordana Bojković, Komparativna analiza dijagnostičkih stabala odlučivanja i veštačkih neuronskih mreža, HEMIJSKA INDUSTRIJA, 31, broj 3, 1997, pp. 106-112.

21. Dragan Kukolj, Stevan Lozić, Miroslava Berko, Svetozar Đipanov, Strateški manadžment kao proces distribuiranog odlučivanja, Strategijski menadžment, vol.3,br.1, 1998, pp. 60-66.

22. Dragan Kukolj, Slobodan Kuzmanović, Emil Levi, Udvojeni fuzzy logički regulator, TEHNIKA, ELEKTROTEHNIKA, vol. 49, no. 1, 2000, E-5-E15.

23. Dragan Kukolj, Filip Kulić, Dragan Vasić, Života Šešić, Upravljanje protivblokirajućim uređajem kod motornih vozila primenom rasplinute logike, Traktori i pogonski motori, vol.3,br.4, Dec.1998, pp.41-47.

24. Dragan Kukolj, Miroslava Berko-Pušić, Koncept inteligentnog observera stanja gasovodne mreže, HEMIJSKA INDUSTRIJA, vol 54, broj 4, 2000, pp. 162-167.

25. Petkovski Dj., Kovačević V., Kukolj D., Popović M., Software Package For Simulation of Parallel Processing of Economic Network Equilibrium, European Congress on Simulation, Prague, Czechoslovakia, 21-25 september, 1987.

26. Kukolj D., AI Based System For Decision Support in Industrual Processes, International Workshop on Artificial Intelligence for Industrial Aplications - IEEE AI ’88, Hitachi City, Japan, May 25-27, 1988.

27. Bajović V., Bojković G., Kukolj D., Expert System for Control and Diagnostics in a Natural Gas Transmission Network, 7-th International Symposyum on Technical Diagnostics, Helsinki, Finland, 17-19 September, 1990.

28. Petkovski Dj. and Kukolj D., "Distributed Intelligence Systems and Complex Business Organizations", DIS '91, 1991 IFAC International Symposium on Distributed Intelligence Systems, Arlington, VA, 13-15 August 1991, U.S.A.

29. Kukolj D., Petrovački D., ARC: An Approach to Resource Scheduling by Contracting, Second Balkan Conference on Operational Research, Thessaloniki, Greece, 18-21 October, 1993.

30. Dragan Kukolj, Dušan Petrovački, Fuzzy Logic Based System For A Strategic Management, 3rd Balkan Conference on Operational Research, Thessaloniki, October 16-19, 1995.

31. Dragan Kukolj, Vera Bajović, Vladimir Kovacević, Gordana Bojković, Fault Diagnosis by Combined Machine Learning Techniques, Second World Automatic Congress, WAC ’96, First International Symposium on Intelligent Automation and Control, Montpellier, France, May 1996.

32. Dragan Kukolj, Miroslava Berko, Maja Borota, Filip Kulić, Process Fault Diagnosis Using Artificial Neural Networks, 2nd International Conference on Technical Informatics - CONTI’96, Timisoara, Romania, November 14-16,1996, Vol.1, pp.149-154.

33. Popović D., Kukolj D., Kulić F., Monitoring and Assessment of Voltage Stability using Artificial Neural Networks with Reduced Input Set, 32nd Universities Power Engineering Conference - UPEC’97, Manchester, U.K., 10-12 September,1997, Vol.2., pp. 875-878.

34. Dragan Kukolj, Filip Kulic, Maja Borota-Nedic, Emil Levi, DC Motor Speed Estimation Using Artificial Neural Networks, 4th Balkan Conference on Operational Research, Thessaloniki, Greece, October 20-23, 1997.

35. Dragan Kukolj, Dušan Petrovački, Svetozar Đipanov, Srđan Popov, Đorđe Mihajlović, Intranet Based Top Management Decision Support System, 4th Balkan Conference on Operational Research, Thessaloniki, Greece, October 20-23, 1997.

36. Dragan Kukolj, Miroslava Berko, Vera Bajović, Vladimir Kovačević, Development and analysis of the diagnostic methodology based on machine learning techniques, XIII International Conference on Systems Sciences, Wroclaw, Poland, September 15-18, 1998.

37. Dragan Kukolj, Maja Borota-Nedic, Miroslava Berko, Filip Kulic, Postprocessing of the system states with self-organized Neural network, Proc. of VI International SAUM Conference on Systems, Automatic Control and Measurements, Niš, Yugoslavia, September 28-30, 1998, pp. 453-456.

38. Dragan Kukolj, Dragan Vasić, Filip Kulić, An Approach to the Fuzzy Logic Control of the Anti-lock Braking System, 3rd International Conference on Technical Informatics - CONTI’98, Timisoara, Romania, October 29-30,1998.

39. Dragan Kukolj, Filip Kulić, Emil Levi, Artificial Intelligence Based Gain Scheduling of PI Speed Controller in DC Motor Drives, Proc. of IEEE International Symposium on Industrial Electronics –"ISIE'99", Vol.1, pp.425-429, July 12-16 1999, Bled, Slovenia.

40. Filip Kulić, Dragan Kukolj, Emil Levi, Gain Scheduling of PI Speed Controller in DC Motor Drives Using Artificial Neural Networks, Europian Control Conference-ECC'99, 31 August-3 September 1999, Karlsruhe, Germany.

41. Dragan Kukolj, Miroslava Berko, Projektovanje naprednih funkcija sistema za nadgledanje i upravljanje procesima, III Međunarodno savjetovanje o dostignućima elektro i mašinske industrije - DEMI 2000, Banja Luka, 26-28. April 2000.

42. Filip Kulic, Dragan Kukolj, Emil Levi, Artificial Neural Network as Gain Scheduler for PI Speed Controller in DC Motor Drives, 5th Seminar on Neural Network Applications in Electrical Engineering, NEUREL-2000, Belgrade, September 25-27, 2000.

43. Dragan Kukolj, Miroslava Berko-Pusic, Advanced Supervisory Control Functions Based on Computational Intelligence, IFAC Symposium Artificial Intelligence in Real TimeControl, AIRTC-2000, Budapest, Hungary, October 2-4, 2000.

44. Dragan Kukolj, Miroslava Berko-Pušić, Analysis of the technical diagnostic methodology based on machine learning techniques, 5-th Balkan Conference on Operational Research, Banja Luka, Maj 22-25, 2000.

45. S. Markoski, D. Obradović, D. Kukolj, B. Markoski, Governing of a small power plant by neuro-fuzzy nets, Proceeding of the 2nd Balkan IFAC International Symposium on Applied Automatic Systems, AAS 2000, 21-23 september, 2000, Ohrid, Macedonia, pp.41-45.

46. Dragan Kukolj, Emil Levi, "A self-organizing neuro-fuzzy speed estimator for DC motor drives", EPE 2001, Graz, Austria, August 27-29, 2001.

47. Kupresanin, D. Kukolj, V. Kovacevic, "Natural gas consumption forecasts using an artificial neural network", 6th Balkan Conference on Operational Research, 22-25 May, 2002, Thessaloniki, Greece.

48. B. Markoski, D. Kukolj, G. Miljkovic, Enhancement of video stream compression using neural network clustering technique, 4th International Symposium “Energy, Ecology, Efficiency, Economy” proceeding –book 1, pp. 377-384.

49. D. Kukolj, Z. Knežević, L. Lovaš, G. Cmiljanović, Estimation of the tunnel kiln parameters using a historical process data, 6th International Conference DQM-2003 Quality Management and Dependability, 18-19 june 2003, Belgrade.

50. B. Atlagic, D. Kukolj, V. Kovacevic, M. Popovic, Application development environment of an integrated SCADA system, EUROCON 2003, IEEE International Conference on Computer as a Tool, September 21-24, 2003, Ljubljana, Slovenia.

51. Nikola Teslić, Vladimir Radenković, Dragan Kukolj, Miroslav Popović, Camera real-time human tracking, Proceedings of the XXVII Int. Convention MIPRO 2004,Opatija, May 24-28, 2004, pp. CIS.130-134.

52. Ištvan Pap, Dragan Kukolj, Zoran Marčeta, Vladimir Đurkovic, Marko Janev, Miroslav Popović, Nikola Teslić, Remotely controlled semi-autonomous robot with multimedia abilities, The 5th International Conference on Control & Automation – ICCA2005, Budapest, Hungary, June 26-29, 2005.

53. D. Kukolj, M. Janev, I. Papp, N. Teslić, S. Vukobrat, Speaker Localization under Echoic Conditions Applied to Service Robot, IEEE Int. Conf. on Computer as a Tool - EUROCON 2005, Belgrade, November 22-24, 2005.

54. N. Gradojevic, R. Gençay, D. Kukolj, Option pricing with modular neural networks, 40th Annual Meeting of the CEA, Montréal, Canada, 26-28 May, 2006.

55. N. Gradojevic, R. Gençay, D. Kukolj, Option pricing with modular neural networks, 21st congress of the European Economic Association & European Meeting of the Econometric Society,  Vienna, Austria, August 24–28, 2006.

56. I. Basicevic, M. Popovic, D. Kukolj, Comparison of SIP and H.323 Protocols, 3rd International Conference on Digital Telecommunications, ICDT 2008, June 29 - July 5, 2008, Bucharest, Romania.

57. G. Cmiljanović, D. Kukolj, Z. Krajačević, Description of the basic algorithm for glass thickness measurement by laser scanning, XLIII International Scientific Conference on Information, Communication and Energy Systems and Technologies - ICEST 2008, Niš, 25-27 june,  2008.  (http://www.icest.medianis.net)


PROJEKTI

1. "A Network Model for Assessing Energy Conservation Opportunities in Food Processing", Yugoslav-USA project, 1982-1985. Jugoslovensko - američki odbor za naučnu i tehnološku saradnju (US Department of Energy C.N.: ENERGY-401). Rukovodioci projekta: dr A. Levis, prof., MIT, USA & dr Dj. Petkovski, red.prof., FTN.

2. "Mathematical Models for Simulation and Optimization of Large Scale Technical and Economic Systems", Yugoslav-USA project, 1987-1990. Jugoslovensko - američki odbor za naučnu i tehnološku saradnju (US National Science Foundation C.N.:JFP-736). Rukovodioci projekta: dr A.Levis, prof., MIT, USA & dr Dj. Petkovski, red.prof., FTN.

3. "Computer Control Application in Large Scale Industrial Processing", Yugoslav-Chine's project, 1986-1989. Cooperation with Institute of Chemical Metalurgy, Academia Sinica, Beijing. Rukovodilac projekta: dr Dj. Petkovski, red.prof., FTN.

4. "INTERNET - Scientific and Technical Information Network", regional project supported by UNDP-UNESCO (inital members: Austria, Hungary, Bulgaria & YU). Bili smo koordinatori istraživanja u oblasti "Povećanje efikasnosti upravljanja malim i srednjim preduzećima". Trajanje: 1988-1992.

5. "Computer Aided Decision Making in Economics" project in cooperation with Economic Faculty, University of Newcastle upon Tyne, England. Trajanje: 1986-1989. Rukovodilac projekta: dr Dj. Petkovski, red.prof.,FTN.

6. "Decision Making in Economics using Computerized Models", project in cooperation with Erasmus University of Rotterdam and Nederlands Economic Institute, Rotterdam. Trajanje: 1986-1989. Rukovodilac projekta: dr Dj. Petkovski, red.prof.,FTN.

7. "Multi-level Control of Large-Scale Systems", YU-Chine's project - cooperation with Institute of Systems Sciences, Academia Sinica, Beijing. Rukovodilac projekta: dr Dj. Petkovski, red.prof.,FTN.

8. Tema "Automatizovano projektovanje i konstruisanje proizvoda i delova" u okviru projekta "Automatizacija postupaka projektovanja". Rukovodilac projekta i teme je bio dr Ratko Gatalo, red.prof. Trajanje istraživanja: 1982-1986.

9. Tema "Istraživanje i razvoj upravljačkih struktura za simulaciju rada složenih sistema" u okviru projekta "Upravljanje velikim tehničko-tehnološkim sistemima". Rukovodilac projekta i teme je bio dr Djordjija Petkovski, red.prof. Trajanje istraživanja: 1987-1991.

10. Tema "Izrada koncepta programskog paketa za modeliranje, analizu i upravljanje multivarijabilnim sistemima" u okviru projekta "Upravljanje velikim tehničko-tehnološkim sistemima". Rukovodilac projekta i teme je bio dr Djordjija Petkovski, red.prof. Trajanje istraživanja: 1987-1991.

11. Tema "Upravljanje složenim procesima u uslovima neizvesnosti i velikih poremećaja" u okviru projekta "Upravljanje velikim tehničko-tehnološkim sistemima". Rukovodilac projekta i teme je bio dr Djordjija Petkovski, red.prof. Trajanje istraživanja: 1987-1991.

12. Tema "Upravljanje dinamičkim režimima u elektroenergetskim sistemima" u okviru projekta "Istraživanje u oblasti elektroenergetike". Rukovodilac teme je bio dr Djordjija Petkovski, red.prof. Trajanje istraživanja: 1986-1990.

13. Projekat "Istraživanja u cilju unapređenja nastave automatskog upravljanja na tehničkim fakultetima" - istraživanja od značaja za razvoj naučnih disciplina. Rukovodilac projekta je bio dr Dušan Petrovački, red.prof. Trajanje istraživanja: 1986-1987.

14. Tema "Mrežni model za procenu mogućnosti uštede energije u proizvodnji, preradi i transportu hrane". Rukovodilac teme:dr Djordjija Petkovski, red.prof. Trajanje istraživanja: 1982-1986.

15. Savezni projekat "Računarska automatizacija procesa u kemijskoj i procesnoj industriji", Savezni komitet za nauku, tehnologiju i informatiku. Trajanje istraživanja: 1988-1990.

16. Savezni projekat "Strateška i investiciona podrška menadžmentu u jugoslovenskoj agroindustriji", projekat Vlade Jugoslavije (1988-1991). (Izvršna agencija Svetska banka).

17. Projekat “Istraživanje i razvoj upravljačkih sistema”. Rukovodioci projekta: dr Djordjija Petkovski i dr Dušan Petrovački. Trajanje istraživanja: 1992.

18. Projekat “Inteligentni i adaptivni sistemi upravljanja”, - projekat iz oblasti osnovnih istraživanja. Trajanje istraživanja: 1996-2000.

19. Projekat “Integralni sistem distribuiranog upravljanja proizvodnim procesima u industriji i komunalnim sistemima - Generalizovani Akviziciono Upravljacki sistem – GAUS”, Energetska efikasnost - 043. Rukovodilac projekta: dr Vladimir Kovačević red.prof. Trajanje istraživanja: 2002-2003.

20. Projekat “Razvoj elemenata pristupne mreže za komutacione sisteme sa integracijom klasične i internet telefonije”, tehnološki razvoj – 104. Rukovodilac projekta: dr Žarko Markov, naučni savetnik. Trajanje istraživanja: 2002-2004.

21. Projekat “Razvoj estimatora stanja procesa u realnom vremenu”, tehnološki razvoj – 074. Rukovodilac projekta: dr Dragan Kukolj, prof.. Trajanje istraživanja: 2002-2004.

22. Projekat “Integralni sistem distribuiranog upravljanja gasovodnim sistemom - Sistem GAU”, Nacionalni program energetske efikasnosti, Centralizovano snabdevanje prirodnim gasom, 251004. Rukovodilac projekta: dr Vladimir Kovačević, red.prof. Trajanje istraživanja: 2005.

23. Projekat “RAZVOJ ELEMENATA TELEKOMUNIKACIONE MREŽE NOVE GENERACIJE”, tehnološki razvoj –006136, Rukovodilac projekta: dr Žarko Markov, Trajanje istraživanja: 2005-2007.

 

Zauzetost učionica

Radni kalendar

    Facebook link

    fb module

    IFA i IBC 2013 na FB stranici Odseka

    GALERIJA

      Sistemska podrška: Joomla!