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Reguladores basados en observadores de perturbaciones: principios de funcionamiento y métodos de diseño

  • Castillo, Alberto [1] ; García, Pedro [1] Árbol académico ; Albertos, Pedro [1] Árbol académico
    1. [1] Universidad Politécnica de Valencia

      Universidad Politécnica de Valencia

      Valencia, España

  • Localización: Revista iberoamericana de automática e informática industrial ( RIAI ), ISSN-e 1697-7920, Vol. 19, Nº. 4, 2022, págs. 343-355
  • Idioma: español
  • DOI: 10.4995/riai.2022.16856
  • Títulos paralelos:
    • Disturbance Observer-Based Controllers: operating principles and design strategies
  • Enlaces
  • Resumen
    • español

      Durante las últimas décadas, los reguladores lineales basados en observadores de perturbaciones han experimentado un interés creciente entre la comunidad científica, principalmente, debido a sus buenas propiedades para tolerar cambios o incertidumbres en los sistemas. En este tutorial se aborda una revisión de dichos reguladores, analizando sus elementos más característicos – esdecir: i) los modelos con entradas de perturbación, ii) los algoritmos observadores de perturbaciones, y iii) el diseño de leyes decontrol –, así como sus principales técnicas de diseño. Se consideran también algunos aspectos de la teoría del control que motivan y justifican la utilización de estos reguladores; principalmente: la incertidumbre de los modelos, su importancia dentro del paradigma del control robusto y la capacidad de los modelos perturbados para representar sistemas inciertos. El tutorial concluye con u nejemplo ilustrativo sobre el diseño de este tipo de reguladores para el control de glucosa en personas diabéticas (páncreas artificial).

    • English

      During the past decades, the scientific interest on the linear disturbance observer-based controllers has notably increased, mainly, due to their good properties for handling changes or uncertainties in the systems. In this tutorial, these type of controllers are reviewed by analyzing their characteristic elements –which are: i) the disturbed models, ii) the disturbance observer algorithms, and iii) the feedback control-laws– as well as their main design-techniques. Some aspects of the control theory that motivate and support the use of these regulators are also described, including: the model uncertainties, its relevance within the robust control paradigm, and the capability of the disturbed models to handle uncertainties. The tutorial concludes with an ilustrative example on the closed-loop glucose control for diabetic people (artificial pancreas).

  • Referencias bibliográficas
    • Athans, M., 1971. On the LQG problem. IEEE Transactions on Automatic Control 16 (6), 528-528. https://doi.org/10.1109/TAC.1971.1099845
    • Basar, T., Olsder, G. J., 1998. Dynamic noncooperative game theory. SIAM. https://doi.org/10.1137/1.9781611971132
    • Bernardi, E., Adam, E. J., 2020. Observer-based fault detection and diagnosis strategy for industrial processes. Journal of the Franklin Institute...
    • Bernhard, P., 2003. A robust control approach to option pricing. Applications of Robust Decision Theory and Ambiguity in Finance. City University...
    • Bhattacharyya, S., 1978. Observer design for linear systems with unknown inputs. IEEE transactions on Automatic Control 23 (3), 483-484. https://doi.org/10.1109/TAC.1978.1101758
    • Boyd, S., El Ghaoui, L., Feron, E., Balakrishnan, V., 1994. Linear matrix inequalities in system and control theory. SIAM. https://doi.org/10.1137/1.9781611970777
    • Bünte, T., Odenthal, D., Aksun-G¨uvenc¸, B., G¨uvenc¸, L., 2002. Robust vehicle steering control design based on the disturbance observer....
    • Carvajal, B. V. M., Saez, J. S., Rodríguez, S. G.-N., Iranzo, M. M., 2021. Control por rechazo activo de perturbaciones: guía de dise˜no y...
    • Castillo, A., 2021. Novel strategies to design controllers and state predictors based on disturbance observers. Ph.D. thesis, Universitat...
    • Castillo, A., García, P., 2021. Predicting the future state of disturbed lti systems: A solution based on high-order observers. Automatica...
    • Castillo, A., García, P., Fridman, E., Albertos, P., 2019a. Extended state observer-based control for systems with locally lipschitz uncertainties:...
    • Castillo, A., García, P., Sanz, R., Albertos, P., 2018. Enhanced extended state observer-based control for systems with mismatched uncertainties...
    • Castillo, A., Santos, T. L., Garcia, P., Normey-Rico, J. E., 2020. Predictive esobased control with guaranteed stability for complex uncertain...
    • Castillo, A., Sanz, R., Garcia, P., Qiu, W., Wang, H., Xu, C., 2019b. Disturbance observer-based quadrotor attitude tracking control for aggressive...
    • Chakrabarty, A., Corless, M. J., Buzzard, G. T., ˙ Zak, S. H., Rundell, A. E., 2017. State and unknown input observers for nonlinear systems...
    • Chang, J.-L., 2006. Applying discrete-time proportional integral observers for state and disturbance estimations. IEEE Transactions on Automatic...
    • Chapellat, H., Bhattacharyya, S., 1989. A generalization of kharitonov's theorem; robust stability of interval plants. IEEE transactions...
    • Chen, W. H., Yang, J., Guo, L., Li, S., 2016. Disturbance-observer-based control and related methods-An overview. IEEE Transactions on Industrial...
    • Chilali, M., Gahinet, P., Apkarian, P., 1999. Robust pole placement in LMI regions. IEEE transactions on Automatic Control 44 (12), 2257-2270....
    • Choi, B.-K., Choi, C.-H., Lim, H., 1999. Model-based disturbance attenuation for CNC machining centers in cutting process. IEEE/ASME transactions...
    • Corless, M., Tu, J., 1998. State and input estimation for a class of uncertain systems. Automatica 34 (6), 757-764. https://doi.org/10.1016/S0005-1098(98)00013-2
    • Deng, J., Xue, W., Zhou, X., Mao, Y., 2020. On disturbance rejection control for inertial stabilization(Cat. No. 01CH37228). Vol. 5. IEEE,...
    • Doyle, J., Glover, K., Khargonekar, P., Francis, B., 1988. State-space solutionsto standardH2andH∞control problems. In: 1988 American Control...
    • Doyle, J. C., 1978. Guaranteed margins for LQG regulators. IEEE Transactionson automatic Control 23 (4), 756-757. https://doi.org/10.1109/TAC.1978.1101812
    • Doyle, J. C., Glover, K., Khargonekar, P. P., Francis, B. A., 1989. State-spacesolutions to standard h/sub 2/and h/sub infinity/control problems....
    • Edwards, C., Spurgeon, S., 1998. Sliding mode control: theory and applications.Taylor & Francis. https://doi.org/10.1201/9781498701822
    • Fernandez-Camacho, E., Bordons-Alba, C., 2013. Model predictive control.Springer science & business media.
    • Francis, B. A., Wonham, W. M., 1976. The internal model principle of controltheory. Automatica 12 (5), 457-465. https://doi.org/10.1016/0005-1098(76)90006-6
    • Freeman, R., Kokotovic, P. V., 2008. Robust nonlinear control design: state-space and Lyapunov techniques. Springer Science & Business...
    • Fridman, E., 2014. Introduction to time-delay systems: Analysis and control.Springer. https://doi.org/10.1007/978-3-319-09393-2
    • Fujimoto, H., Saito, T., Noguchi, T., 2004. Motion stabilization control of elec-tric vehicle under snowy conditions based on yaw-moment observer....
    • Gao, N., Darouach, M., Voos, H., Alma, M., 2016. New unifiedH∞dynamicobserver design for linear systems with unknown inputs. Automatica 65,43-52.
    • Gao, Z., 2006. Active disturbance rejection control: a paradigm shift in feed-back control system design. In: 2006 American control conference....
    • Gao, Z., 2014. On the centrality of disturbance rejection in automatic control.ISA transactions 53 (4), 850-857. https://doi.org/10.1016/j.isatra.2013.09.012
    • Gao, Z., Huang, Y., Han, J., 2001. An alternative paradigm for control system design. In: Proceedings of the 40th IEEE conference on decision...
    • Gao, Z., Wang, H., 2006. Descriptor observer approaches for multivariable sys-tems with measurement noises and application in fault detection...
    • Garcia, C. E., Morari, M., 1982. Internal model control. a unifying review and some new results. Industrial & Engineering Chemistry Process...
    • Han, H., Yang, Y., Li, L., Ding, S. X., 2018. Observer-based fault detection for uncertain nonlinear systems. Journal of the Franklin Institute...
    • Han, J., 2009. From pid to active disturbance rejection control. IEEE transactions on Industrial Electronics 56 (3), 900-906. https://doi.org/10.1109/TIE.2008.2011621
    • Hansen, L. P., Sargent, T. J., 2008. Robustness. Princeton university press. https://doi.org/10.1515/9781400829385
    • Horowitz, I., 1963. Synthesis of Feedback Systems. Academic Press.
    • Huang, Y., Xue, W., 2014. Active disturbance rejection control: methodology and theoretical analysis. ISA transactions 53 (4), 963-976. https://doi.org/10.1016/j.isatra.2014.03.003
    • Jain, S., Yogesh, H., 2020. Generalized active disturbance rejection controller for load frequency control in power systems. IEEE Control...
    • Johnson, C., 1971. Accomodation of external disturbances in linear regulator and servomechanism problems. IEEE Transactions on automatic control...
    • Johnson, C. D., 1975. On observers for systems with unknown and inaccessible inputs. International journal of control 21 (5), 825-831. https://doi.org/10.1080/00207177508922036
    • Johnson, C. D., 1986. Disturbance-accommodating control an overview. In: 1986 American Control Conference. IEEE, pp. 526-536. https://doi.org/10.23919/ACC.1986.4788997
    • Kadowaki, S., Ohishi, K., Miyashita, I., Yasukawa, S., 2002. Re-adhesion control of electric motor coach based on disturbance observer and...
    • Kanderian, S. S., Weinzimer, S., Voskanyan, G., Steil, G. M., 2009. Identification of intraday metabolic profiles during closed-loop glucose...
    • Kanderian, S. S., Weinzimer, S. A., Steil, G. M., 2012. The identifiable virtual patient model: comparison of simulation and clinical closed-loop...
    • Kautsky, J., Nichols, N. K., Van Dooren, P., 1985. Robust pole assignment in linear state feedback. International Journal of control 41 (5),...
    • Khalil, H. K., Grizzle, J. W., 2002. Nonlinear systems. Vol. 3. Prentice hall Upper Saddle River, NJ.
    • Khargonekar, P. P., Rotea, M. A., 1991. Mixed H2/H1 control: a convex optimization approach. IEEE Transactions on Automatic Control 36 (7),...
    • Khlebnikov, M. V., 2016. Control of linear systems subjected to exogenous disturbances: Combined feedback. In: IEEE International Federation...
    • Kim, K.-S., Rew, K.-H., Kim, S., 2010. Disturbance observer for estimating higher order disturbances in time series expansion. IEEE Transactions...
    • Li, S., Yang, J., Chen,W. H., Chen, X., 2012. Generalized extended state observer based control for systems with mismatched uncertainties....
    • Liu, Z., Liu, J., Wang, L., 2018. Disturbance observer based attitude control for flexible spacecraft with input magnitude and rate constraints....
    • Mayne, D. Q., 2014. Model predictive control: Recent developments and future promise. Automatica 50 (12), 2967-2986. https://doi.org/10.1016/j.automatica.2014.10.128
    • Meditch, J., Hostetter, G., 1973. Observers for systems with unknown and inaccessible inputs. In: 1973 IEEE Conference on Decision and Control...
    • Mondié, S., Michiels, W., 2003. Finite spectrum assignment of unstable timedelay systems with a safe implementation. IEEE Transactions on...
    • Mukherjee, S., Bai, H., Chakrabortty, A., 2021. Model-based and model-free designs for an extended continuous-time LQR with exogenous inputs....
    • Ohishi, K., 1983. Torque-speed regulation of DC motor based on load torque estimation. In: IEEJ International Power Electronics Conference,...
    • Petersen, I. R., Tempo, R., 2014. Robust control of uncertain systems: Classical results and recent developments. Automatica 50 (5), 1315-1335....
    • Raff, T., Lachner, F., Allgower, F., 2006. A finite time unknown input observer for linear systems. In: 2006 14th Mediterranean Conference...
    • Rosenbrock, H., McMorran, P., 1971. Good, bad, or optimal? IEEE Transactions on Automatic Control 16 (6), 552-554. https://doi.org/10.1109/TAC.1971.1099822
    • Sadhu, S., Ghoshal, T. K., 2010. Sight line rate estimation in missile seeker using disturbance observer-based technique. IEEE Transactions...
    • Safonov, M. G., 1980. Stability and robustness of multivariable feedback systems. MIT press. https://doi.org/10.7551/mitpress/6428.001.0001
    • Safonov, M. G., 2012. Origins of robust control: Early history and future speculations. Annual Reviews in Control 36 (2), 173-181. https://doi.org/10.1016/j.arcontrol.2012.09.001
    • Sala-Mira, I., Diez, J.-L., Ricarte, B., Bondia, J., 2019. Sliding-mode disturbance observers for an artificial pancreas without meal announcement....
    • Sandberg, I. W., 1964. A frequency-domain condition for the stability of feedback systems containing a single time-varying nonlinear element....
    • Sanz, R., Garcia, P., Albertos, P., 2016. Enhanced disturbance rejection for a predictor-based control of lti systems with input delay. Automatica...
    • Sanz, R., Garc'ıa, P., D'ıez, J.-L., Bondia, J., 2020. Artificial pancreas system with unannounced meals based on a disturbance observer...
    • Sanz, R., Garcia, P., Fridman, E., Albertos, P., 2018. Rejection of mismatched disturbances for systems with input delay via a predictive...
    • Sariyildiz, E., Chen, G., Yu, H., 2015. An acceleration-based robust motion controller design for a novel series elastic actuator. IEEE Transactions...
    • Sariyildiz, E., Oboe, R., Ohnishi, K., 2020. Disturbance observer-based robust control and its applications: 35th anniversary overview. IEEE...
    • Scherer, C., Weiland, S., 2000. Linear matrix inequalities in control. Lecture Notes, Dutch Institute for Systems and Control, Delft, The...
    • Schweppe, F., 1968. Recursive state estimation: Unknown but bounded errors and system inputs. IEEE Transactions on Automatic Control 13 (1),...
    • She, J.-H., Xin, X., Pan, Y., 2010. Equivalent-input-disturbance approach- analysis and application to disturbance rejection in dual-stage...
    • Stocker, D., Kanderian, S., Cortina, G., Nitzan, T., Plummer, J., Steil, G., Mastrototaro, J., 2006. Virtual patient software system for educating...
    • Su, J., Chen, W.-H., 2018. Further results on "reduced order disturbance observer for discrete-time linear systems". Automatica 93,...
    • Ugurlu, B., Nishimura, M., Hyodo, K., Kawanishi, M., Narikiyo, T., 2014. Proof of concept for robot-aided upper limb rehabilitation using...
    • Umeno, T., Hori, Y., 1991. Robust speed control of DC servomotors using modern two degrees-of-freedom controller design. IEEE Transactions...
    • Wang, C., Dong, W., Wang, J., Ding, Z., 2020. Predictive descriptor observer design for a class of lti systems with applications to quadrotor...
    • Wang, H., Daley, S., 1996. Actuator fault diagnosis: an adaptive observer-based technique. IEEE transactions on Automatic Control 41 (7),...
    • Wu, A.-G., Duan, G.-R., Fu, Y.-M., 2007. Generalized pid observer design for descriptor linear systems. IEEE Transactions on Systems, Man,...
    • Wu, Z.-H., Zhou, H.-C., Guo, B.-Z., Deng, F., 2020. Review and new theoretical perspectives on active disturbance rejection control for uncertain...
    • Xiong, Y., Saif, M., 2003. Unknown disturbance inputs estimation based on a state functional observer design. Automatica 39 (8), 1389-1398....
    • Yang, J., Zolotas, A., Chen, W.-H., Michail, K., Li, S., 2011. Robust control of nonlinear MAGLEV suspension system with mismatched uncertainties...
    • Yokoyama, T., Kawamura, A., 1994. Disturbance observer based fully digital controlled PWM inverter for CVCF operation. IEEE Transactions on...
    • Zames, G., 1966. On the input-output stability of time-varying nonlinear feedback systems part one: Conditions derived using concepts of loop...
    • Zhu, Y., Fridman, E., 2021. Sub-predictors for network-based control under uncertain large delays. Automatica 123, 109350. https://doi.org/10.1016/j.automatica.2020.109350

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