Publications

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A
Belikov, J., Ü. Kotta, and M. Tõnso, "Adjoint polynomial formulas for nonlinear state-space realization", IEEE Transactions on Automatic Control, vol. 59, no. 1, pp. 256–261, 2014.
Belikov, J., Ü. Kotta, and A. Tepljakov, "Algebraic approach for analysis and control of a water tank system", Information Technology And Control, vol. 45, pp. 175–183, 2016.
Belikov, J., Ü. Kotta, and M. Tõnso, "On applicability of LPV tools for bilinear systems", The 9th International Conference on Control and Automation, Santiago, Chile, pp. 366–371, December, 2011.
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, "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.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Application of the Newton method to first-order implicit fractional transfer function approximation", The 19th International Conference Mixed Design of Integrated Circuits and Systems, Warsaw, Poland, pp. 473–477, May, 2012.
C
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.
Belikov, J., Ü. Kotta, and M. Tõnso, "Comparison of LPV and nonlinear system theory: a realization problem", Systems & Control Letters, vol. 64, pp. 72–78, 2014.
Vassiljeva, K., A. Tepljakov, E. Petlenkov, and E. Netšaev, "Computational Intelligence Approach for Estimation of Vehicle Insurance Risk Level", 2017 International Joint Conference on Neural Networks (IJCNN): IEEE, pp. 4073-4078, may, 2017.
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.
Belikov, J., and A. Tepljakov, "On controllability of switched linear systems on time scales", The 14th European Control Conference, Linz, Austria, pp. 1730–1735, July, 2015.
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.
D
Tepljakov, A., E. Petlenkov, J. Belikov, and M. Halás, "Design and implementation of fractional-order PID controllers for a fluid tank system", The 32nd American Control Conference, Washington, USA, pp. 1777–1782, June, 2013.
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, 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, "Digital fractional-order control of a position servo", The 20th International Conference Mixed Design of Integrated Circuits and Systems, Gdynia, Poland, pp. 462–467, June, 2013.
Tepljakov, A., E. Petlenkov, and J. Belikov, "Digital Implementation of Retuning Fractional Controllers for an Existing Closed-loop Magnetic Levitation Control System", Proc. of 39th International Conference on Telecommunications and Signal Processing, Vienna, Austria, 2016.
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.
Belikov, J., Ü. Kotta, M. Tõnso, Z. Bartosiewicz, and M. Wyrwas, "Dynamic feedback linearization of nonlinear control systems on homogenous time scale", The Multi-Conference on Systems and Control, Antibes, France, pp. 947–952, October, 2014.
Baimel, D., J. Belikov, J. M. Guerrero, and Y. Levron, "Dynamic Modeling of Networks, Microgrids, and Renewable Sources in the dq0 Reference Frame: A Survey", IEEE Access, vol. 5: Institute of Electrical and Electronics Engineers ({IEEE}), pp. 21323–21335, 2017.
E
Tepljakov, A., E. Petlenkov, and J. Belikov, "Efficient analog implementations of fractional-order controllers", The 14th International Carpathian Control Conference, Rytro, Poland, pp. 377–382, May, 2013.
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.
Nõmm, S., K. Vassiljeva, and E. Petlenkov, "Evaluation function optimization for the Genetic Algorithm based tuning of NN-ANARX model structure", The World Congress on Computational Intelligence, Brisbane, Australia, pp. 1628–1688, June, 2012.

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