Publications

Export 78 results:
Book Chapter
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.
Conference Paper
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.
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.
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.
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., 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.
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.
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.
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.
Vassiljeva, K., E. Petlenkov, and S. Nõmm, "Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithm", The 19th International Conference on Neural Information Processing, Doha, Qatar, November, 2012.
Belikov, J., Ü. Kotta, S. Srinivasan, A. Kaldmäe, and K. Halturina, "On exact feedback linearization of HVAC systems", The 19th International Conference on Process Control, {\v S}trbské Pleso, High Tatras, Slovak Republic, pp. 353–358, June, 2013.
Belikov, J., Ü. Kotta, and M. Tõnso, "An explicit formula for computation of the state coordinates for nonlinear i/o equation", The 18th IFAC World Congress, Milan, Italy, pp. 7221–7226, August-September, 2011.
Belikov, J., Ü. Kotta, and M. Tõnso, "Explicit formulas for the state coordinates in nonlinear MIMO realization problem on homogeneous time scales", The Multi-Conference on Systems and Control, Dubrovnik, Croatia, pp. 1388–1393, October, 2012.
Tepljakov, A., E. Petlenkov, and J. Belikov, "A flexible MATLAB tool for optimal fractional-order PID controller design subject to specifications", The 31st Chinese Control Conference, Hefei, China, pp. 4698–4703, July, 2012.

Pages