Návrh na zahájení habilitačního řízení Ing. Jerzy Roj, Ph.D. v oboru Technická kybernetika na FEI VŠB-TU Ostrava Personal data Name and surname: Jerzy Roj Date of birth: 17.04.1964 Address: ul. Konarskiego 23A/7, 44-100 Gliwice, Poland Affiliation: Silesian University of Technology, Faculty of Electrical Engineering, Institute of Measurement Science, Electronics and Control, Gliwice, Poland Habilitation thesis title: Neural Reconstruction of Measuring Signals Education 1979 1983 V General/Comprehensive Secondary School in Gliwice (Poland), with a math/physics profile, 1983 1989 Silesian University of Technology (Gliwice, Poland), Faculty of Electrical Engineering, field of study: Electrical Engineering, speciality: Automation and Electrical Metrology. Academic degrees and titles 1989 M.Sc. degree in the discipline of Electrical Engineering Faculty of Electrical Engineering, Silesian University of Technology. Diploma thesis: Microprocessor-based device to measure linear displacements. 1998 Ph.D. degree in the discipline of Electrical Engineering Faculty of Electrical Engineering, Silesian University of Technology. Ph.D. thesis: Measurement of the combustible mixture concentration using pulse supplied pellistor bridge.
Professional experience 1989 1991 Intern teaching assistant Silesian University of Technology, Faculty of Electrical Engineering, Institute of Metrology and Electrical Engineering Automation. 1991 1999 Teaching assistant Silesian University of Technology, Faculty of Electrical Engineering, Institute of Metrology and Electrical Engineering Automation. 1999 2014 Assistant professor Silesian University of Technology, Faculty of Electrical Engineering, Institute of Measurement Science, Electronics and Control. from 2014 Senior Lecturer Silesian University of Technology, Faculty of Electrical Engineering, Institute of Measurement Science, Electronics and Control. Expert Areas - Metrology, measurement uncertainty, - measurement and control systems, - artificial neural networks in a measuring technique, - fast algorithms for measurement signals reconstruction and data processing, - measurements of electrical and non-electrical quantities, sensors and transducers. Member of the Polish Society of Theoretical and Applied Electrotechnics - since 2004. Pedagogical Work 1. Conducting the following didactic classes at the Faculty of Electrical Engineering, Silesian University Of Technology in Gliwice: Digital and Microprocessor Technique Microprocessor Instruments Programming and Starting up, Starting up Systems, Modular Microprocessor-based Systems, Microprocessor Instruments, Metrology, Computer Systems for Automation and Measurements, Fundamentals of Electronics, Electronic Components and Circuits. 2. Developing curricula for the following academic classes: Digital and Microprocessor Technique, Computer Systems for Automation and Measurements, Digital and Microprocessor Technique, Microprocessor Instruments Programming, Electronic Components and Circuits. 3. Being a thesis supervisor and a reviewer of diploma theses: Supervisor of 13 MSc and 15 BSc diploma theses. Reviewer of 55 MSc and Bsc theses other than those listed above.
4. Preparing and conducting postgraduate courses: Smart Buildings lecture prepared and conducted in 2002-2006 on Postgraduate Study: Market of electricity, heat, gas and multimedia services. 5. Preparation and conduct of the new lecture Digital and Microprocessor Technique, Computer Systems for Automation and Measurements, Microprocessor Instruments Programming, Electronic Components and Circuits, 6. Preparation of instructions for laboratory classes or other replicated materials 6.1. Instruction to exercise: Research of operational amplifiers basic properties, conducted at the Laboratory of Electronics. 6.2. Materials for the lecture: Smart Buildings, conducted on Postgraduate Study: Market of electricity, heat, gas and multimedia services. 7. Development of new laboratory stands and classes 7.1. Laboratory of Digital and Microprocessor Techniques: - JK flip-flops synchronous counters, - 74193 integrated synchronous counters, - JK flip-flops asynchronous counters, - 7492 and 7493 integrated asynchronous counters, - Microprocessor Z80. 7.2. Laboratory of Electronics: - Stand for testing the basic properties of operational amplifiers. 8. Awards of the Rector of the Silesian University Of Technology in Gliwice for achievements in the field of didactic: Second Degree Team Award, Gliwice 1990, First Degree Team Award, Gliwice 1998, First Degree Team Award, Gliwice 2001, Third Degree Team Award, Gliwice 2007. 9. Didactic publications: Jakubiec J. Roj J.: Pomiarowe przetwarzanie próbkujące (Measuring sample processing). Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice, 2000. Bogacz R., Jakubiec J. (ed.), Kluger A., Roj J., Tokarski J.: Technika cyfrowa i mikroprocesorowa w ćwiczeniach laboratoryjnych (Digital and microprocessor technique in laboratory classes). Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice 2006. Bogacz R., Jakubiec J. (ed.), Roj J., Tokarski J.: Technika cyfrowa i mikroprocesorowa w ćwiczeniach laboratoryjnych (Digital and microprocessor technique in laboratory classes). Revised and enlarged edition, Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice 2011. 10. Cooperation and care of Ph.D. students and young academics M.Sc. Makowski P. - consultations within the prepared PhD dissertation on the use of neural networks in measuring chains with the input quantity reconstruction, M.Sc. Bogacz R. - consultations within the prepared PhD dissertation on the measurement of the methane concentration using a pulse supplied pellistor bridge.
Research Work (Projects, invited lectures, ) 1. Research projects funded by the State Committee for Scientific Research (KBN), Ministry of Science and The National Centre for Research and Development (NCBiR), Rector of the Silesian University of Technology 1.1. KBN research project no 8 T10C 008 10: Analiza metrologiczna metody programowego wyznaczania wyniku pomiaru stężenia metanu w stanie nieustalonym mostka pelistorowego (Metrological analysis of software method for determining the concentration of methane in pellistor bridge transient state). Ph.D. grant. Duration: 01.1996-06.1997. 1.2. NCBiR strategic project no PBS-2/RE-2/2010: Zintegrowany system zmniejszania eksploatacyjnej energochłonności budynków (Integrated system for reducing energy consumption of buildings). Research task 4: Rozwój diagnostyki cieplnej budynków (The development of buildings thermal diagnostics). Entity engaged: Scientific and industrial consortium which included, among others, Institute of Measurement Science, Electronics and Control Faculty of Electrical Engineering Silesian University of Technology in Gliwice. Duration: 10.05.2010 31.05. 2013. The resulting amount of money for the implementation of the research task: 877 000 zł 208 810 euro. 1.3. Grant of the Rector of Silesian Univeristy of Technology, no: 05/020/RGH15/0010. Duration: 01.10.2015-30.09.2016 (project Manager). 2. Significant statutory and own works (titles of the works listed below have been translated from Polish into English) 2.1. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-323/RE-2/91: Construction and programming the universal research stand in Euro standard with CP/M disk operating system. 1991. 2.2. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-455/RE-2/92: Hardware and software modernization of autonomous microprocessor-based measuring instruments. 1992. 2.3. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-676/RE-2/93: Hardware and software modernization of autonomous microprocessor-based measuring instruments. 1993. 2.4. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-53/RE-2/94: The development of measuring networks and systems. Task 2.1: Hardware and software modernization of autonomous microprocessor-based measuring instruments. 1994.
2.5. The Own Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BW-39/RE-2/94: Research of the pellistor sensors aging and exploitation changes. 1994. (project Manager). 2.6. The Own Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BW-13/RE-2/95: Develop an algorithm for determining the concentration of methane in the transient state of the pellistor bridge, destined to be implemented by the 8051 microcontroller. 1995. (project Manager). 2.7. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-258/RE-2/95: Hardware and software development in programmable measurement systems. Task 2.1. Extension of a system based on VME bus. 1995. 2.8. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-208/RE-2/96: Hardware and software development in programmable measurement systems. Task 2.1. Extension of a system based on VME bus. 1996. 2.9. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-218/RE-2/97: Hardware and software development in programmable measurement systems. Task 2.1. QNX operating system integration with measurement modules in the VME bus standard. 1997. 2.10. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-224/RE-2/98: Hardware and software development in programmable measurement systems. 1998. 2.11. The Own Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BW-13/RE-2/98: Uncertainty model development of a methane concentration reconstruction algorithm in a pellistor bridge transient state.1998. (project Manager). 2.12. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-232/RE-2/99: The measuring system as an object and tool of research. Task 2.2. Determination of the metrological properties of A/D processing circuits in the measuring chains with reconstruction. 1999. 2.13. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-230/RE-2/2000: The measuring system as an object and tool of research. Task 2A: Research time delays of measuring data transmission in real-time system. 2000. 2.14. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-229/RE-2/2001: New measuring methods and systems. Task 2: The measuring system as an object and tool of research. Identification of error sources in the measuring system. 2001.
2.15. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-211/RE-2/2002: New measuring methods and systems. Task 2: The measuring system as an object and tool of research. Modeling the propagation of data uncertainty in a measuring system. 2002. 2.16. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-213/RE-2/2003: New measuring methods and systems. Task 2: The measuring system as an object and tool of research. Errors and uncertainties modeling in the measuring system. 2003. 2.17. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-246/RE-2/2005: Methods and measuring systems using electronic and information technology. Task 2: The measuring system as an object and tool of research. 2005/2006. 2.18. The Directional Researches of Institute of Metrology and Electrical Engineering Automation, Silesian University Of Technology, no BK-246/RE-2/2005: Methods and measuring systems using electronic and information technology. Task 2: The measuring system as an object and tool of research. 2006 continuation from 2005. 2.19. The Directional Researches of Institute of Measurement Science, Electronics and Control, Silesian University Of Technology, no BK-214/RE-2/2007: Methods and measuring systems using electronic and information technology. Task 1: The measuring system as an object and tool of research. Subtask 1A: Neural networks in the processing carried out by the measuring system. 2007. 2.20. The Directional Researches of Institute of Measurement Science, Electronics and Control, Silesian University Of Technology, no BK-201/RE-2/2009: Methods and measuring systems using electronic and information technology. Task 5. The measuring system as an object and tool of research. Subtask 5B: Neural networks as transducers in the measuring system. 2009. 2.21. The Directional Researches of Institute of Measurement Science, Electronics and Control, Silesian University Of Technology, no BK-210/RE-2/2010: Methods and measuring systems using electronic and information technology. Task 5. The measuring system as an object and tool of research. Subtask 5B: Analysis of neural networks metrological properties. 2010. 2.22. The Directional Researches of Institute of Measurement Science, Electronics and Control, Silesian University Of Technology, no BK-219/RE-2/2011: Methods and measuring systems using electronic and information technology. Task 5. The measuring system as an object and tool of research. Subtask 5B: Analysis of neural networks metrological properties. 2011. 2.23. The Directional Researches of Institute of Measurement Science, Electronics and Control, Silesian University Of Technology, no BK-242/RE-2/2012: Methods and measuring systems using electronic and information technology. Task 5. The measuring system as an object and tool of research. Subtask 5D: Analysis of metrological properties of neural networks used for processing systems measurement data. 2012.
Publications Papers in the impact journals: 5 Papers in other journals: 17 (14 + 3 in Scopus) Papers in the ISI Proceedings conferences: 1 Papers in the other Proceedings conferences: 15 Books: 2 Monographs, 3 Akademic books Other results: patents and so on. Publication reviewing: 1. Review of a scientific paper submitted for publication in the journal Measurement Automation and Monitoring (Pomiary Automatyka Kontrola), November 2012. 2. Review of a scientific paper submitted for publication in the journal Measurement Science Review (Impact Factor: 1.162), April 2014. 3. Review of a scientific paper submitted for publication in the journal Measurement Science Review (Impact Factor: 1.162), June 2014. 4. Review of a scientific paper submitted for publication in the journal IET Science Measurement & Technology (Impact Factor: 0.592), March 2015. 5. Review of a scientific paper submitted for publication in the journal IEEE Transactions on Systems, Man, and Cybernetics: Systems (Impact Factor: 2.169), April 2015. - Third Degree Individual Award of the Rector of the Silesian University Of Technology in Gliwice for achievements in the science field, Gliwice 2014. Papers in ISI Web Knowledge (ISI WoK) 1. Jakubiec J., Makowski P., Roj J.: Error model application in neural reconstruction of nonlinear sensor input signal. IEEE Transactions on Instrumentation and Measurement, Vol. 58, no. 3, 2009, p. 649-656. IF: 1.025, (Q2 2009) 2. Roj J.: Estimation of the artificial neural network uncertainty used for measurand reconstruction in a sampling transducer, IET Science, Measurement & Technology, Vol. 8, Issue 1, 2014, p. 23-29. IF: 0.592, (Q2 2013) 3. Roj J.: Neural approximation of empirical functions, Acta Physica Polonica A, Vol. 124, No. 3, 2013, p. 554-557. IF: 0.604, (Q3 2013) 4. Roj J.: Neural network based real-time correction of transducer dynamic errors, Measurement Science Review, Vol. 13, No. 6, 2013, p. 286-291. IF: 1.162, (Q3 2013) 5. Roj J., Cichy A.: Method of measurement of capacitance and dielectric loss factor using artificial neural networks, Measurement Science Review, Vol. 15, No. 3, 2015, p. 127-131. IF: 0.989, (Q3 2014)
Papers in SCOPUS 1. Jakubiec J., Makowski P., Roj J.: Error model application in neural reconstruction of nonlinear sensor input signal. IEEE Transactions on Instrumentation and Measurement, Vol. 58, no. 3, 2009, p. 649-656. IF: 1.025, (Q2 2009) 2. Roj J.: Neural approximation of empirical functions, Acta Physica Polonica A, Vol. 124, No. 3, 2013, p. 554-557. IF: 0.604, (Q3 2013) 3. Roj J.: Neural network based real-time correction of transducer dynamic errors, Measurement Science Review, Vol. 13, No. 6, 2013, p. 286-291. IF: 1.162, (Q3 2013) 4. Roj J.: Właściwości metrologiczne radialnych i sigmoidalnych sieci neuronowych zastosowanych do korekcji błędów statycznych w przetworniku próbkującym [Metrological properties of RBF and MLP neural networks used for static errors correctionin a sampling transducer], Przegląd Elektrotechniczny, R.89, no 1a, 2013, p. 84-87. 5. Piaskowy A., Roj J.: Metoda rzutowania gradientu w optymalizacji parametrów konstrukcyjnych napięciowego transformatora pomiarowego [Gradient projection method in optimization of measuring transformer design paramrters], Przegląd Elektrotechniczny, R.89, no 1a, 2013, p. 91-93. 6. Roj J.: Estimation of the artificial neural network uncertainty used for measurand reconstruction in a sampling transducer, IET Science, Measurement & Technology, Vol. 8, Issue 1, 2014, p. 23-29. IF: 0.592, (Q2 2013) 7. Roj J., Cichy A.: Method of measurement of capacitance and dielectric loss factor using artificial neural networks, Measurement Science Review, Vol. 15, No. 3, 2015, p. 127-131. IF: 0.989, (Q3 2014) 8. Sebok M., Jurcik J., Gutten M., Korenciak D., Roj J., Zukowski P.: Diagnostics and measurement of the gasoline engines injection system, Przegląd Elektrotechniczny, Vol. 2015, Nr 8, 2015, p.77-80. Papers in Proceedings (ISI, SCOPUS) 1. Jakubiec J., Makowski P., Roj J.: Neural reconstruction of nonlinear sensor input signal. IEEE Instrumentation and Measurement Technology Conference IMTC 2007, Warsaw, Poland, May 1-3, 2007, CD-ROM, p. 1-6. Papers in other journals 1. Roj J.: Przyrząd mikroprocesorowy do pomiaru przemieszczeń liniowych w zakresie 0...10 mm (Microprocessor-based device to measure linear displacements in the range 0...10 mm). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z. 119, Gliwice 1991, p. 113-119. 2. Jakubiec J., Roj J.: Funkcjonalne własności dwuwymiarowego algorytmu korekcji błędów statycznych przeznaczonego do stosowania w przyrządach mikroprocesorowych (Functional properties of two-dimensional static error correction algorithm for use in the microprocessor devices). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z. 128, Gliwice 1992, p. 95-106.
3. Pokrywka Z., Roj J.: Stanowisko do badania stanów nieustalonych czujników pelistorowych (Laboratory stand for testing transients states of pellistor sensors). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z. 134, Gliwice 1994, p. 63-70. 4. Roj J.: Zastosowanie modeli odcinkowo-liniowych w procesie odtwarzania stężenia metanu (The use of piecewise-linear models in the reconstruction of the methane concentration). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z. 165, Gliwice 1999, p. 39-50. 5. Roj J.: Modele odcinkowo-liniowe w zastosowaniu do budowy szybkich algorytmów korekcji błędów systematycznych złożonych nieliniowych przetworników pomiarowych (Piecewise-linear models used for the construction of fast algorithms for correcting systematic errors of complex non-linear measuring transducers). PAK (Measurement Automation and Monitoring), no 11, 1999, p. 2-5. 6. Roj J.: Podstawowe standardy systemów pomiarowo-sterujących stosowanych w inteligentnych budynkach (Fundamental standards of the measurement and control systems used in intelligent buildings). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z.181, Gliwice 2002, p.165-174. 7. Jakubiec J., Roj J.: Model błędów sieci neuronowej jako ogniwa przetwarzania próbkującego (Error model of the artificial neural network as a part of the sampling process). PAK (Measurement Automation and Monitoring), no 7/8, 2002, p. 33-36. 8. Makowski P., Roj J.: Dobór funkcji aktywacji sieci neuronowej realizującej odtwarzanie wielkości wejściowej przetwornika pomiarowego (Selection of the activation function of the artificial neural network implementing reconstruction of the transducer input quantity). PAR (Measurements Automation Robotics), no 7-8, 2004, p. 120-124. 9. Jakubiec J, Makowski P., Roj J.: Sieć neuronowa jako element przetwornika próbkującego (Artificial neural network as a part of the sampling transducer). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z. 195, Gliwice 2005, p. 75-90. 10. Makowski P., Roj J.: Neuronowa realizacja korekcji błędów dynamicznych w przetworniku próbkującym (Neural implementation of dynamic error correction in the sampling transducer). PAK (Measurement Automation and Monitoring), no 6, 2006, p.33-35. 11. Roj J.: Właściwości metrologiczne jednokierunkowych sieci neuronowych (Metrological properties of the feedforward neural networks). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Sil. Univ. of Techn.), z. 205, Gliwice 2008, p. 87-100. 12. Roj J.: Neuronowa korekcja błędów dynamicznych przetwornika II-go rzędu (Second order converter dynamic errors correction implementing neural networks). PAK (Measurement Automation and Monitoring), vol. 56 no 11, 2010, p. 1315-1317. 13. Gutten M., Jurcik J., Cichy A., Roj J.: The analysis of a combustion engine knock control system. PAK (Measurement Automation and Monitoring), vol. 60, no 10, 2014, p. 832-835. 14. Gutten M., Jurcik J., Cichy A., Roj J.: Analysis of the gasoline engines electronic injection system. PAK (Measurement Automation and Monitoring), vol. 60, no 11, 2014, p. 1044-1048.
Papers in other Proceedings conferences 1. Roj J.: Programowa korekcja błędów statycznych przetwornika przemieszczeń liniowych (Numerical correction of linear displacement transducer static errors). Metrologia i Systemy Pomiarowe (Metrology and Measurement Systems), conf. proc. MKM 92, Warszawa-Gdańsk 1992, p. 437-438. 2. Roj J.: Metoda pomiaru stężenia mieszanek palnych za pomocą mostka pelistorowego zasilanego impulsowo (Method of the combustible mixture concentration measurement using pulse supplied pellistor bridge). Conf. proc. MKM'95, Tom II, Zielona Góra, 1995, p. 326-334. 3. Jakubiec J., Roj J.: Procedura odtwarzania w zastosowaniu do pomiaru stężenia metanu za pomocą mostka pelistorowego (The reconstruction procedure in application to methane concentration measurement using a pellistor bridge). 12th International Conference on Automation in Mining, ICAMC'95, Gliwice, Poland, 1995, p. 463-468. 4. Bogacz R., Jakubiec J., Al Raimi H., Roj J.: System do badań własności metrologicznych różnych rozwiązań sprzętowych i programowych systemów pomiarowych (The system for research the metrological properties of various hardware and software measuring systems). Conf. proc. Measurement Systems in Research and in Industry, SP 96, Zielona Góra 1996, p. 7-14. 5. Bogacz R., Jakubiec J., Roj J.: System pomiarowy do badań czujników do pomiaru stężeń mieszanek palnych w stanach dynamicznych (The measuring system for research the sensors to measure concentrations of flammable mixtures in dynamic states). Conf. proc. Measurement Systems in Research and in Industry, SP'96, Zielona Góra, 1996, p.15-24. 6. Jakubiec J., Roj J.: Metoda modelowania niepewności w torach pomiarowych o złożonej strukturze przetwarzania programowego (The method of uncertainty modeling in the measurement chains of the software processing complex structure). Conf. proc. Measurement Systems in Research and in Industry, Sp 98, Zielona Góra 1998, p. 65-80. 7. Roj J.: Modele odcinkowo-liniowe w zastosowaniu do budowy szybkich algorytmów korekcji błędów systematycznych złożonych nieliniowych przetworników pomiarowych (Piecewise-linear models used for the construction of fast algorithms for correcting systematic errors of complex non-linear measuring transducers). Conf. proc. KKM 98, Tom II, Gdańsk 1998, p. 261-268. 8. Jakubiec J., Roj J.: Analiza błędów układu kondycjonowania w torze pomiarowym z odtwarzaniem (Analysis of conditioning circuit errors in measurement chain with measurand reconstruction). Conf. proc. MWK 99, Tom III, Rynia k. Warszawy. 7-10.06.1999, p. 17-24. 9. Jakubiec J., Roj J.: Ograniczenia programowego rozszerzania pasma wzmacniacza pomiarowego w przetworniku próbkującym (Limitations of the amplifier software expanding bandwidth in the sampling transducer). Conf. proc. Measurement Systems in Research and in Industry, SP 2000, Wydawnictwo Politechniki Zielonogórskiej, Zielona Góra 2000, p. 109-118.
10. Makowski P., Roj J.: Błędy własne sieci neuronowej zastosowanej do rozwiązywania dwuwymiarowego zadania odwrotnego (Own errors of the artificial neural network used to solve the two-dimensional inverse problem). VI International PhD Workshop OWD, Wisła, Poland, 16-19 October 2004, Vol. 6, p. 303-306, CD-ROM p. 1-4. 11. Makowski P., Roj J.: Wpływ procesu uczenia na właściwości metrologiczne sieci neuronowej (Impact of the learning process on the neural network metrological properties). Conf. proc. MKM 2005, p. 225-232. 12. Roj J.: Neuronowa korekcja błędów dynamicznych przetwornika II-go rzędu (Second order converter dynamic errors correction implementing neural networks). Conf. proc. Measurement Systems in Research and in Industry, SP 2010, Łagów, 2010. Oficyna Wydaw. Uniwersytetu Zielonogórskiego, Zielona Góra, 2010, p. 139-142. 13. Roj J.: Porównanie właściwości metrologicznych radialnych i sigmoidalnych sieci neuronowych zastosowanych do odtwarzania wielkości wejściowej w przetworniku próbkującym (Comparison of metrological properties RBF and MLP neural networks used for input quantity reconstruction in a sampling transducer). Conf. proc. Fundamental Problems of Metrology, PPM'12, Krynica-Zdrój, 2012. The Katowice Branch of the Polish Academy of Science, class: Conferences, no 16, 2012, p. 107-110. 14. Grygiel M., Konopka K., Krupanek B., Roj J.: Zarządzanie pomiarami w systemie diagnostyki cieplnej budynków (Management of measurements in heat system buildings diagnostics). Conf. proc. Comprehensive thermal diagnostics of buildings in situ, Gliwice, 16.11.2012, CD ROM, sesja4_3.pdf. 15. Cichy A., Roj J,: Applications of artificial neural networks in quasi - balanced measuring circuits. 3 rd International Scientific Conference Diagnostics of Electrical Machines and Materials, DESAM 2014, Papradno Považská Bystrica (Slovak Republic) 19-20.06. 2014. Books (Monographs, dissertations, academic textbooks) 1. Roj J.: Pomiar stężenia mieszanki palnej za pomocą mostka pelistorowego zasilanego impulsowo (Measurement of the combustible mixture concentration using pulse supplied pellistor bridge). Silesian University of Technology, Gliwice, November 3, 1998, Ph.D. thesis. 2. Jakubiec J. Roj J.: Pomiarowe przetwarzanie próbkujące (Measuring sample processing). Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice, 2000. 3. Bogacz R., Jakubiec J. (ed.), Kluger A., Roj J., Tokarski J.: Technika cyfrowa i mikroprocesorowa w ćwiczeniach laboratoryjnych (Digital and microprocessor technique in laboratory classes). Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice 2006. 4. Bogacz R., Jakubiec J. (ed.), Roj J., Tokarski J.: Technika cyfrowa i mikroprocesorowa w ćwiczeniach laboratoryjnych (Digital and microprocessor technique in laboratory classes). Revised and enlarged edition, Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice 2011. 5. Roj J.: Neuronowe odtwarzanie sygnałów pomiarowych (Neural reconstruction of measurement signals). Wydawnictwo Politechniki Śląskiej, Gliwice 2013, 202 pages habilitation monograph.
Citations 1. Citation according to the WoS list
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2. Citation according to the Scopus list
Citation report:
3. Citation according to the Google Scholar list The paper: Jakubiec, J.; Makowski, P.; Roj, J.: Error Model Application in Neural Reconstruction of Nonlinear Sensor Input Signal". IEEE Transactions on Instrumentation and Measurement, page(s): 649-656 Volume: 58, Issue: 3, March 2009, is cited in 11 papers (in 7 without self-citations). The book: Jakubiec J. Roj J.: Pomiarowe przetwarzanie próbkujące (Measuring sample processing). Academic textbook. Wydawnictwo Politechniki Śląskiej, Gliwice, 2000, is cited in 8 papers (in 5 without self-citations). The paper: Jakubiec J, Makowski P., Roj J.: Sieć neuronowa jako element przetwornika próbkującego (Artificial neural network as a part of the sampling transducer). Zeszyty Naukowe Pol. Śląskiej, Elektryka (Scientific Papers of Silesian University of Technology, Electrics), z. 195, Gliwice 2005, p. 75-90, is cited in 4 papers (in 0 without self-citations). The paper: Roj J: Neural network based real-time correction of transducer dynamic errors. Measurement Science Review, Vol. 13, No. 6, 2013, p. 286-291, is cited in 6 papers (in 6 without self-citations).
The paper: Jakubiec J., Roj J.: Model błędów sieci neuronowej jako ogniwa przetwarzania próbkującego (Error model of the artificial neural network as a part of the sampling process). Pomiary Automatyka Kontrola (Measurement Automation and Monitoring), no 7/8, 2002, p. 33-36, is cited in 2 papers (in 0 without self-citations). The paper: Jakubiec J, Makowski P., Roj J.: Neural reconstruction of nonlinear sensor input signal. IEEE Instrumentation and Measurement Technology Conference IMTC 2007, Warsaw, Poland, May 1-3, 2007, CD-ROM, p. 1-6, is cited in 2 paper (in 2 without self-citations). The paper: Roj J.: Estimation of the artificial neural network uncertainty used for measurand reconstruction in a sampling transducer, IET Science, Measurement & Technology, Vol. 8, Issue 1, 2014, p. 23-29, is cited in 1 paper (in 0 without self-citations). The paper: Roj J.: Neural approximation of empirical functions, Acta Physica Polonica A, Vol. 124, No. 3, 2013, p. 554-557, is cited in 1 paper (in 0 without self-citations). 4. Summary of the citations List All Citations Without self-citations H-index (without self-citations) WoS 15 11 2 Scopus 17 10 2 Google Scholar 35 20 3 Cooperation with Faculty of Electrical Engineering and Computer Science - Agreement between VSB - Technical University of Ostrava and Silesian University of Technology in Gliwice U1995_5, - Erasmus+ Programme Key Action 1 Mobility for learners and staff Higher Education Student and Staff Mobility, Inter-institutional agreement 2014/15-2020/21 between programme countries, cooperation in students exchange, - Cooperation in Programme Council of Faculty of Electrical Engineering SUT Gliwice, - Memorandum of Understanding between the Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava and the Department of Automatic Control, Electronics and Computer Science and the Department of Electrical Engineering, Silesian University of Technology. Signed June 25 th, 2015.
Copy of the Ph.D. Diploma
Děkan FEI VŠB-TU Ostrava navrhuje pro habilitační řízení Ing. Jerzy Roj, Ph.D. v oboru Technická kybernetika komisi ve složení: Předseda komise: prof. Ing. Radim Briš, CSc., Fakulta elektrotechniky a informatiky, VŠB TU Ostrava Členové: doc. Ing. Jiří Koziorek, Ph.D.,Fakulta elektrotechniky a informatiky, VŠB TU Ostrava prof. Ing. Vladimír Haasz, CSc, Fakulta elektrotechnická, ČVUT v Praze prof. Ing. František Zezulka, CSc, Fakulta elektrotechniky a komunikačních technologií, VUT v Brně doc. Ing. Pavel Vrba, Ph.D., Český institut informatiky, robotiky a kybernetiky, ČVUT v Praze prof. RNDr. Václav Snášel, CSc. děkan FEI VŠB TUO