Publications

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2017
Godoy, B. I., V. Vansovits, A. Tepljakov, E. Petlenkov, and K. Vassiljeva, "Control-oriented identification using maximum likelihood for a district heating plant", 2017 11th Asian Control Conference (ASCC): IEEE, dec, 2017.
Tepljakov, A., E. Petlenkov, E. A. Gonzalez, and I. Petráš, "Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls", 2017 IEEE Frontiers in Education Conference (FIE): IEEE, oct, 2017.
Tepljakov, A., E. Petlenkov, E. Gonzalez, and J. Belikov, "Digital Realization of Retuning Fractional-Order Controllers for an Existing Closed-Loop Control System", Journal of Circuits, Systems and Computers, vol. 26, no. 10: World Scientific Pub Co Pte Lt, pp. 1750165, oct, 2017.
Vansovits, V., B. I. Godoy, A. Tepljakov, K. Vassiljeva, and E. Petlenkov, "Model-based control design for a district heating plant", 2017 IEEE 15th International Conference on Industrial Informatics (INDIN): IEEE, jul, 2017.
Alagoz, B. Baykant, A. Tepljakov, E. Petlenkov, and C. Yeroglu, "Multi-Loop model reference adaptive control of fractional-order PID control systems", 2017 40th International Conference on Telecommunications and Signal Processing (TSP): IEEE, jul, 2017.
Alagoz, B. Baykant, A. Tepljakov, E. Petlenkov, and C. Yeroglu, "A theoretical investigation on consideration of initial conditions in fractional-order transfer function modeling", 2017 40th International Conference on Telecommunications and Signal Processing (TSP): IEEE, jul, 2017.
2015
Tepljakov, A., E. Petlenkov, and J. Belikov, "FOPID controller tuning for fractional FOPDT plants subject to design specifications in the frequency domain", The 14th European Control Conference, Linz, Austria, pp. 3507–3512, July, 2015.
Belikov, J., and E. Petlenkov, "NN-SANARX model based control of a multi tank liquid-level systems", International Journal of Computational Intelligence Systems, vol. 8, no. 2, pp. 265–277, 2015.
Vassiljeva, K., A. Tepljakov, and E. Petlenkov, "NN-ANARX model based control of liquid level using visual feedback", Industrial Informatics (INDIN), 2015 IEEE 13th International Conference on, 2015.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Robust FOPI and FOPID controller design for FFOPDT plants in embedded control applications using frequency-domain analysis", The 54rd American Control Conference, Chicago, IL, USA, pp. 3868–3873, July, 2015.
2014
Vassiljeva, K., J. Belikov, and E. Petlenkov, "Application of genetic algorithms to neural networks based control of a liquid level tank system", The IEEE World Congress on Computational Intelligence, Beijing, China, pp. 2525–2530, July, 2014.
Vansovits, V., E. Petlenkov, J. Belikov, K. Vassiljeva, and A. Tepljakov, "Application of MPC to water boiler control system in district heat plant", The 13th International Conference on Control, Automation, Robotics and Vision, Singapore, pp. 1609–1614, December, 2014.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Closed-loop identification of fractional-order models using FOMCON toolbox for MATLAB", The 14th Biennial Baltic Electronic Conference, Tallinn, Estonia, pp. 213–216, October, 2014.
Tepljakov, A., E. Petlenkov, J. Belikov, and E. A. Gonzalez, "Design of retuning fractional PID controllers for a closed-loop magnetic levitation control system", The 13th International Conference on Control, Automation, Robotics and Vision, Singapore, pp. 1345–1350, December, 2014.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Embedded system implementation of digital fractional filter approximations for control applications", The 21th International Conference Mixed Design of Integrated Circuits and Systems, Lublin, Poland, pp. 441–445, June, 2014.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Fractional-order digital filter approximation method for embedded control applications", International Journal of Microelectronics and Computer Science, vol. 5, no. 2, pp. 54–60, 2014.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Gain and order scheduled fractional-order PID control of fluid level in a multi-tank system", International Conference on Fractional Differentiation and its Application, Catania, Italy, pp. 1–6, June, 2014.
Belikov, J., and E. Petlenkov, "Model based control of a water tank system", The 19th IFAC World Congress, Cape Town, South Africa, pp. 10838–10843, August, 2014.
2013
Tepljakov, A., E. Petlenkov, and J. Belikov, "Application of Newton's method to analog and digital realization of fractional-order controllers", International Journal of Microelectronics and Computer Science, vol. 3, no. 2, pp. 45–52, 2013.
Belikov, J., S. Nõmm, E. Petlenkov, and K. Vassiljeva, "Application of neural networks based SANARX model for identification and control liquid level tank system", The 12th International Conference on Machine Learning and Applications, Miami, FL, USA, pp. 246–251, December, 2013.
Belikov, J., E. Petlenkov, K. Vassiljeva, and S. Nõmm, "Computational intelligence methods based design of closed-loop system", Neural Information Processing: Springer-Verlag Berlin Heidelberg, pp. 215–224, 2013.

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