Publications
2024
68. Bartecki K.: Classical vs. neural network-based PCA approaches for lossy image compression: Similarities and differences. Applied Soft Computing, vol. 161, August 2024, 111721. DOI: 10.1016/j.asoc.2024.111721
67. Bartecki K.: Multidirectional cascade of square MIMO LTI subsystems: Transfer function representation. Journal of the Franklin Institute, vol. 361, issue 9, June 2024, 106888. DOI: 10.1016/j.jfranklin.2024.106888
66. Herzog T., Bartecki K.: Predictive maintenance for electrical motors: Current approach and usage of artificial intelligence algorithms. 28th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, August 27-30, 2024. DOI: 10.1109/MMAR62187.2024.10680808
2023
65. Przysiężnik M., Bartecki K.: Mathematical modeling and simulation analysis of a bioreactor with forced aeration Measurement Automation Robotics, No. 2/2023, pp. 77-88 (in Polish). DOI: 10.14313/PAR_248/77
2022
64. Krupiarz P., Bartecki K.: Practical Implementation of Anti-Skew Fuzzy Logic Controller for Semi-Gantry Crane. 26th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, August 22-25, 2022. DOI: 10.1109/MMAR55195.2022.9874266
63. Jurkiewicz M., Janicki R., Hunek W.P., Bartecki K., Majewski P.: Control system for an innovative electrostatic enameling process of water tanks' interiors. 26th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, August 22-25, 2022. DOI: 10.1109/MMAR55195.2022.9874327
2021
62. Bartecki K.: An Approximate Transfer Function Model for a Double-Pipe Counter-Flow Heat Exchanger. Energies, Vol. 12, No. 12, 2021, Article No. 4175. DOI: 10.3390/en14144174
2020
61. Bartecki K.: Approximate state-space and transfer function models for 2x2 linear hyperbolic systems with collocated boundary inputs. International Journal of Applied Mathematics and Computer Science, Vol. 30, No. 3, 2020, pp. 475-491. DOI: 10.34768/amcs-2020-0035.
60. Bartecki K.: Rational Transfer Function Model for a Double-Pipe Parallel-Flow Heat Exchanger. Symmetry, Vol. 12, No. 8, 2020, Article Number: 1212. DOI: 10.3390/sym12081212.
59. Król D., Skowroński J., Zaręba M., Bartecki K.: Wyznaczanie kluczowych wskaźników wydajności procesu produkcyjnego - część II: badania przemysłowe. Pomiary Automatyka Robotyka, nr 3/2020, ss. 19-28. DOI: 10.14313/PAR_237/19.
58. Bartecki K.: Rational Transfer Function Approximation Model for 2x2 Hyperbolic Systems with Collocated Boundary Inputs. Advances in Intelligent Systems and Computing, Vol. 1196, 2020, pp. 56-67. DOI: 10.1007/978-3-030-50936-1_5.
57. Jurkiewicz M., Janicki R., Hunek W.P., Bartecki K., Majewski P. An Innovative Approach to Enameling Process Of Tanks' Interiors Dedicated to Domestic Hot Water and Central Heating. Proceedings of the 7th International Conference on Innovation in Science and Technology (ISTCONF'2020). Amsterdam, Netherlands, October 23-25, 2020.
2019
56. Król D., Skowroński J., Zaręba M., Bartecki K.: Development of a Decision Support Tool for Intelligent Manufacturing using Classification and Correlation Analysis. IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, October 6-9, 2019.
55. Bartecki K.: Approximation state-space model for 2x2 hyperbolic systems with collocated boundary inputs. 24th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, August 26-29, 2019.
2018
54. Bartecki K., Król D., Skowroński J.: Key performance indicators as a tool for production process assessment – part I: theoretical research. Measurement Automation Robotics, No. 3/2018, pp. 5-13 (in Polish).
2016
53. Bartecki K.: Transfer function models for distributed parameter systems: application in pipeline diagnosis. Proceedings of the 3rd International Conference on Control and Fault-Tolerant Systems, Barcelona, Spain, September 7-9, 2016, pp. 145-151.
2015
51. Bartecki K.: Abstract state-space models for a class of linear hyperbolic systems of balance laws. Reports on Mathematical Physics, Vol. 76, No. 3, 2015, pp. 339-358.
50. Bartecki K.: Transfer function-based analysis of the frequency-domain properties of a double pipe heat exchanger. Heat and Mass Transfer, Vol. 51, No. 2, 2015, pp. 277-287.
49. Bartecki K.: Transfer function-based impulse response analysis for a class of hyperbolic systems of balance laws. Control and Cybernetics, Vol. 44, No. 3, 2015, pp. 327-356.
48. Bartecki K.: State-space representations for 2x2 hyperbolic systems with boundary inputs. Proceedings of the 20th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, August 24-27, 2015, pp. 241-246.
47. Bartecki K.: State-space models for a class of hyperbolic systems with boundary inputs. In: Kowalczuk Z., Domżalski M. (Eds.): Advanced Systems for Automation and Diagnostics (in Polish). Pomeranian Science and Technology Publishers, Gdańsk, 2015, pp. 129-140. Presented at 12th International Conference on Diagnostics of Processes and Systems, Ustka, Poland, September 6-9, 2015.
2014
46. Bartecki K.: Spatio-temporal responses of a class of 2x2 hyperbolic systems. Proceedings of the 19th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, September 2-5, 2014, pp. 612-617.
45. Bartecki K.: Transfer functions of a class of hyperbolic systems with boundary inputs. Measurement Automation Monitoring, No. 1/2014, pp. 49-52 (in Polish).
44. Bartecki K.: Impulse responses of a class of hyperbolic systems with boundary inputs. In: Malinowski K., Józefczyk J., Świątek J. (Eds.): Current problems in automatic control and robotics (in Polish). Committee for Automation and Robotics, Polish Academy of Sciences, Warszawa, 2014, pp. 265-276. Presented at the 18th National Conference on Automatic Control, Wrocław, Poland, September 8-10, 2014.
2013
43. Bartecki K.: A general transfer function representation for a class of hyperbolic distributed parameter systems. International Journal of Applied Mathematics and Computer Science, Vol. 23, No. 2, 2013, pp. 291-307.
42. Bartecki K.: Steady-state analysis for a class of hyperbolic systems with boundary inputs. Archives of Control Sciences, Vol. 23, No. 3, 2013, pp. 295-310.
41. Bartecki K.: Computation of transfer function matrices for 2x2 strongly coupled hyperbolic systems of balance laws. Proceedings of the 2nd International Conference on Control and Fault-Tolerant Systems, Nice, France, October 9-11, 2013, pp. 578-583.
40. Bartecki K.: Classical vs. neural network-based principal component analysis for image compression. Measurement Automation Monitoring, No. 1/2013, pp. 34-37 (in Polish).
39. Bartecki K.: Transfer function models for a class of hyperbolic systems with boundary inputs. Proceedings of the 11th International Conference on Diagnostics of Processes and Systems, Łagów Lubuski, Poland, September 8-11, 2013 (in Polish).
2012
38. Bartecki K.: PCA-based approximation of a class of distributed parameter systems: classical vs. neural network approach. Bulletin of the Polish Academy of Sciences – Technical Sciences, Vol. 60, No. 3, pp. 651-660.
37. Bartecki K.: Neural Network-Based PCA: An Application to Approximation of a Distributed Parameter System. Lecture Notes in Computer Science, Vol. 7267, 2012, pp. 3–11. Presented at the 11th International Conference on Artificial Intelligence and Soft Computing, Zakopane, Poland, April 29 - May 3, 2012.
36. Bartecki K.: A transfer function representation for a class of hyperbolic systems. Proceedings of the 17th IEEE IFAC International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, August 27-30, 2012, pp. 611-616.
35. Bartecki K.: Frequency-domain analysis of a class of hyperbolic distributed parameter systems. Proceedings of the 10th European Workshop on Advanced Control and Diagnosis, Copenhagen, Denmark, November 8-9, 2012.
2011
34. Bartecki K.: Approximation for a class of distributed parameter systems using proper orthogonal decomposition. Proceedings of the 16th IEEE IFAC International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, August 22-25, 2011, pp. 351-356.
33. Bartecki K., Czorny M.: Parallel implementation of an artificial neural network with use of MPI protocol Measurement Automation Monitoring, No. 6/2011, pp. 638-640 (in Polish).
32. Bartecki K.: Orthogonal decomposition method in the approximation of the spatio-temporal dynamical systems. In: Malinowski K., Dindorf R. (Eds.): Advances in Automatic Control and Robotics. Committee for Automation and Robotics, Polish Academy of Sciences, Kielce, Vol. 1, pp. 453-466 (in Polish). Presented under the title Approximation of a class of distributed parameter systems using orthogonal decomposition method at the 17th National Conference on Automatic Control, Kielce, Poland, June 19-22, 2011.
2010
31. Bartecki K.: Some peculiarities of neural approximation on example of inverse kinematic problem. Measurement Automation Monitoring, No. 6/2010, pp. 589-592 (in Polish).
30. Bartecki K.: On some peculiarities of neural network approximation applied to the inverse kinematics problem. Proceedings of the Conference on Control and Fault-Tolerant Systems, Nice, France, October 6-8, 2010, pp. 317-322.
29. Bartecki K.: Artificial neural networks in applications. A collection of laboratory exercises using Matlab Neural Network Toolbox. Opole University of Technology, Textbook No. 289, Opole, Poland, 2010 (in Polish).
2009
28. Bartecki K.: Frequency- and Time-Domain Analysis of a Simple Pipeline System. Proceedings of the 14th IEEE IFAC International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, August 19-21, 2009, pp. 366-371.
27. Bartecki K.: The analysis of the dynamic properties of a pipeline for the leakage diagnostics. In: Kowalczuk Z. (Ed.): Fault detecting, analyzing and tolerating systems. Pomeranian Science and Technology Publishers, Gdańsk, Poland, 2009, pp. 121-128 (in Polish). Presented at the 9th National Conference on Diagnostics of Processes and Systems, Gdańsk, Poland, September 7-9, 2009.
2008
26. Bartecki K.: Determination of the transfer functions and time responses for a shell and tube heat exchanger. In: Malinowski K., Rutkowski L. (Eds.): Control and automation: current problems and their solutions. EXIT Warszawa, Poland, 2008, pp. 355-364 (in Polish). Presented at the 16th National Conference on Automatic Control, Szczyrk, Poland, May 11-15, 2008.
2007
25. Bartecki K.: Comparison of Frequency Responses of Parallel- and Counter-Flow Type of Heat Exchanger. Proceedings of the 13th IEEE IFAC International Conference on Methods and Models in Automation and Robotics, Szczecin, Poland, August 27-30, 2007, pp. 411–416.
24. Bartecki K.: Modelling of heating systems in Matlab/Simulink. Chapter No. 11 in: Dytczak M. (Ed.): Mathematical modeling of the heat and energy supply systems. Publishing House of the Federation of Engineering Associations Energy and Environment, Warsaw, Poland, 2007 (in Polish).
23. Bartecki K., Augustynowicz A.: Application of the partially recursive neural network to the classification of driving style. Proceedings of the 8th National Conference on Diagnostics of Processes and Systems, Słubice, Poland, September 10-12, 2007, pp. 417-424 (in Polish).
2006
22. Rojek R., Bartecki K., Korniak J.: Artificial intelligence methods in automatic control applications. Measurement Automation Monitoring, No. 10/2006, pp. 29-34 (in Polish).
21. Augustynowicz A., Bartecki K.: Estimation of Driving Characteristics by the Application of Elman's Recurrent Neural Network. Archives of Transport, Vol. 18, No. 4, 2006, pp. 5-13.
20. Bartecki K.: Control of a non-linear system using the instantaneous linearization of the neural-network model. Proceedings of the 6th National Conference on Knowledge Engineering and Expert Systems, Wrocław, Poland, June 21-23, 2006, Vol. 1, pp. 95-104 (in Polish).
19. Rojek R., Bartecki K., Korniak J.: Some aspects of the use of artificial intelligence methods for the identification and control of industrial processes. Scientific Papers of the Opole University of Technology, Series: Electricity, Vol. 57 (317), Opole, Poland, pp. 115-131 (in Polish).
2005
18. Bartecki K., Rojek R.: Instantaneous linearization of neural network model in adaptive control of heat exchange process. Proceedings of the 11th IEEE International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, August 29 - September 1, 2005, pp. 967-972.
17. Bartecki K., Rojek R.: Neuro-adaptive control of the heat exchange process. Proceedings of the 15th National Conference on Automatic Control, Warsaw, Poland, June 27-30, 2005, Vol. 3, pp. 187-192 (in Polish).
16. Augustynowicz A., Bartecki K.: Driver recognition using a recursive Elman neural network. Proceedings of the 10th Internetional Conference on Simulation Research in Automotive Engineering, Kazimierz Dolny, Poland, May 30 - June 1, 2005, pp. 25-32 (in Polish).
2004
15. Bartecki K.: Application of Neural Algorithms in Performance Optimization of Heating Systems. Ph.D. Thesis, Opole University of Technology, Faculty of Electrical Engineering and Automatic Control, Opole, 2004 (in Polish). Advisor: prof. Ryszard Rojek, reviewers: prof. Józef Korbicz and prof. Zdzisław Kabza.
2002
14. Bartecki K.: Analysis of thermal comfort conditions using neural algorithms. Proceedings of the 14th National Conference on Automatic Control, Zielona Góra, Poland, June 24-27, 2002, Vol. 2, pp. 945-950 (in Polish).
2000
13. Bartecki K.: Optimization of the night setback process for a heated building using neural algorithms. Proceedings of the 5th Conference on Neural Networks and Soft Computing, Zakopane, Poland, October 6-10, 2000, pp. 675-680.
12. Bartecki K., Rojek R.: Identification and control of technical systems based on artificial neural networks. Proceedings of the Scientific Conference on Control in the Social, Economic and Technical Systems, Kislovodsk, Russia, June 29 - July 3, 2000 (in Russian).
11. Bernat P., Bartecki K.: Some aspects of the usefulness of the feed-forward neural network in the tool wear evaluation for cutting processes. Proceedings of the 4th International Scientific and Technical Conference on Problems and Perspectives of Road Transport, Sevastopol, Ukraine, September 4-8, 2000, pp. 89-96 (in Polish).
10. Rojek R., Bartecki K., Korniak J.: Application of artificial neural networks and fuzzy logic in automatic control. Opole University of Technology, Textbook No. 234, Opole, Poland, 2000 (in Polish).
1999
9. Bartecki K., Rojek R.: Performance optimization of heat exchanging centre using neural algorithms. Proceedings of the 4th Conference on Neural Networks and Their Applications, Zakopane, Poland, May 18-22, 1999, pp. 643-648.
8. Bartecki K., Rojek R.: Application of neural algorithms for modeling and optimization of heating systems. Proceedings of the 13th National Conference on Automatic Control, Opole, Poland, September 21-24, 1999, Vol. 2, pp. 345-348 (in Polish).
1998
7. Bartecki K.: Comparative analysis of the classical and neural identification algorithms of a dynamical system. Scientific Papers of the Opole University of Technology, Series: Electricity, Vol. 47 (244), Opole, Poland, 1998, pp. 94-109 (in Polish).
1997
6. Bartecki K.: Simulation of the neural-network model of a heat exchanger using Matlab Neural Network Toolbox. Proceedings of the 2nd Conference on Computer Methods and Systems in Automatic Control and Electrical Engineering, Częstochowa-Poraj, Poland, September 18-19, 1997, pp. 53-56 (in Polish).
5. Bartecki K., Stefanowski J.: Synthesis of neurocontroller for heat exchanger operating at heat distribution centre. Proceedings of the 3rd Conference on Neural Networks and Their Applications, Kule, Poland, October 14-18, 1997, pp. 493-498.
4. Bartecki K., Rojek R.: Synthesis and simulation of the neuro-controller for the heat exchanger using the Matlab Neural Network Toolbox. Proceedings of the 1st National Conference on Computer Methods and Systems in Scientific Research and Engineering Design, Kraków, Poland, November 25-26, 1997, pp. 13-20 (in Polish).
3. Bartecki K., Rojek R.: Synthesis of the neural network controller for a heat exchanger. Scientific Papers of the Opole University of Technology, Series: Electricity, Vol. 45 (234), Opole, Poland, 1997, pp. 113-125 (in Polish).
1996
2. Bartecki K.: The study of the neuro-control of the inverted pendulum using Matlab Neural Network Toolbox. Proceedings of the 18th International Scientific Symposium of Students and Young Research Workers, Zielona Góra, Poland, April 29-30, 1996, pp. 13-17 (in Polish).
1. Bartecki K.: Matlab Neural Network Toolbox in applications of automatic control – a teaching guide. M.Sc. Thesis (in Polish). Higher School of Engineering, Faculty of Electrical Engineering and Automatic Control, Opole, Poland, 1996. Advisor: prof. Ryszard Rojek, reviewer: prof. J. Fleszyński.