Reza, Víctor | CINVESTAV |
Torres-Munoz, Jorge A. | CINVESTAV |
Guerrero, Jesus | Tecnológico Nacional de México |
https://doi.org/10.58571/CNCA.AMCA.2024.064
Resumen: The control of continuous bioreactors is essential for many bioprocesses. However, it is challenging to design and analyze controllers in a closed loop with a bioreactor due to the presence of uncertainties, external disturbances, and highly nonlinear and complex unknown dynamics. In this work, an active disturbance rejection controller is designed and analyzed for continuous bioreactors. For this task, the attractive ellipsoid approach is applied to analyze and tune the proposed controller based on an observer in a closed loop with the bioreactor’s nonlinear dynamic. Finally, the proposed algorithm is tested in a second-order continuous bioreactor simulation.
¿Cómo citar?
Reza, V., Torres, J. & Guerrero, J. (2024). Application of the ADRC Tunned with the Attractive Ellipsoid Approach for Continuous Bioreactors. Memorias del Congreso Nacional de Control Automático 2024, pp. 375-380. https://doi.org/10.58571/CNCA.AMCA.2024.064
Palabras clave
Active disturbance rejection control, attractive ellipsoid method, continuous bioreactors, bioprocess control
Referencias
- Bastin, G. and Dochain, D. (1990). On-line estimation and adaptive control of bioreactors. Elsevier New York, Amsterdam.
- Carreño-Zagarra, J., Guzmán, J., Moreno, J., and Villamizar, R. (2019). Linear active disturbance rejection control for a raceway photobioreactor. Control Engineering Practice, 85, 271–279.
- De Battista, H., Jamilis, M., Garelli, F., and Picó, J. (2018). Global stabilisation of continuous bioreactors: Tools for analysis and design of feeding laws. Automatica, 89, 340–348.
- Dochain, D., Perrier, M., and Guay, M. (2011). Extremum seeking control and its application to process and reaction systems: A survey. Mathematics and Computers in Simulation, 82(3), 369–380.
- Domínguez-Bocanegra, A.R., Torres-Muñoz, J.A., and López, R.A. (2015). Production of bioethanol from agro-industrial wastes. Fuel, 149, 85–89.
- Garzón-Castro, C.L., Delgado-Aguilera, E., Cortés Romero, J.A., Tello, E., and Mazzanti, G. (2018). Performance of an active disturbance rejection control on a simulated continuous microalgae photobioreactor. Computers & Chemical Engineering, 117, 129–144.
- Guo, B.Z. and Zhao, Z.L. (2017). Active disturbance rejection control for nonlinear systems: An introduction. John Wiley & Sons.
- Harmand, J., Lobry, C., Rapaport, A., and Sari, T. (2019). Optimal Control in Bioprocesses: Pontryagin’s Maximum Principle in Practice. John Wiley & Sons.
- Hernjak, N. and Doyle, F.J. (2003). Correlation of process nonlinearity with closed-loop disturbance rejection. Industrial & engineering chemistry research, 42(20), 4611–4619.
- Lofberg, J. (2004). Yalmip: A toolbox for modeling and optimization in matlab. In 2004 IEEE international conference on robotics and automation (IEEE Cat. No. 04CH37508), 284–289. IEEE.
- Poznyak, A., Polyakov, A., and Azhmyakov, V. (2014). Attractive ellipsoids in robust control. Springer.
- PROLL, T. and Karim, N.M. (1994). Nonlinear control of a bioreactor model using exact and i/o linearization. International Journal of Control, 60(4), 499–519.
- Reza López, V., Guerrero Tavares, J., and Torres Muñoz, J. (2023). An extended super-twisting algorithm for simultaneous estimation of reaction rates and input disturbance in bioprocess. Journal of Process Control, 123, 131–140.
- Simutis, R. and Lübbert, A. (2015). Bioreactor control improves bioprocess performance. Biotechnology journal, 10(8), 1115–1130.
Sturm, J.F. (1999). Using sedumi 1.02, a matlab toolbox for optimization over symmetric cones. Optimization methods and software, 11(1-4), 625–653. - Wang, H.H., Krstić, M., and Bastin, G. (1999). Optimizing bioreactors by extremum seeking. International Journal of Adaptive Control and Signal Processing, 13(8), 651–669.
- Wei, W., Xia, P., Liu, Z., and Zuo, M. (2020). A modified active disturbance rejection control for a wastewater treatment process. Chinese Journal of Chemical Engineering, 28(10), 2607–2619.
- Yang, Y. and Sha, M. (2019). A beginner’s guide to bioprocess modes–batch, fed-batch, and continuous fermentation. Enfield, CT: Eppendorf Inc, 408, 1–16.