Infinite horizon MPC with non-minimal state space feedback

In the MPC literature, stability is usually assured under the assumption that the state is measured. Since the closed-loop system may be nonlinear because of the constraints, it is not possible to apply the separation principle to prove global stability for the Output feedback case. It is well known that, a nonlinear closed-loop system with the state estimated via an exponentially converging observer combined with a state feedback controller can be unstable even when the controller is stable. One alternative to overcome the state estimation problem is to adopt a non-minimal state space model, in which the states are represented by measured past inputs and outputs [P.C. Young, M.A. Behzadi, C.L. Wang, A. Chotai, Direct digital and adaptative control by input-output, state variable feedback pole assignment, International journal of Control 46 (1987) 1867-1881; C. Wang, P.C. Young, Direct digital control by input-output, state variable feedback: theoretical background, International journal of Control 47 (1988) 97-109]. In this case, no observer is needed since the state variables can be directly measured. However, an important disadvantage of this approach is that the realigned model is not of minimal order, which makes the infinite horizon approach to obtain nominal stability difficult to apply. Here, we propose a method to properly formulate an infinite horizon MPC based on the output-realigned model, which avoids the use of an observer and guarantees the closed loop stability. The simulation results show that, besides providing closed-loop stability for systems with integrating and stable modes, the proposed controller may have a better performance than those MPC controllers that make use of an observer to estimate the current states. (C) 2008 Elsevier Ltd. All rights reserved.

Feedback linearization of antagonistically actuated variable stiffness joints with twisted string actuators

The work of this thesis is on the implementation of a variable stiffness joint antagonistically actuated by a couple of twisted-string actuator (TSA). This type of joint is possible to be applied in the field of robotics, like UB Hand IV (the anthropomorphic robotic hand developed by University of Bologna). The purposes of the activities are to build the joint dynamic model and simultaneously control the position and stiffness. Three different control approaches (Feedback linearization, PID, PID+Feedforward) are proposed and validated in simulation. To improve the properties of joint stiffness, a joint with elastic element is taken into account and discussed. To the end, the experimental setup that has been developed for the experimental validation of the proposed control approaches.

Power line communication in motor cables of variable-speed electric drives − analysis and

Data transmission between an electric motor and a frequency converter is required in variablespeed electric drives because of sensors installed at the motor. Sensor information can be used for various useful applications to improve the system reliability and its properties. Traditionally, the communication medium is implemented by an additional cabling. However, the costs of the traditional method may be an obstacle to the wider application of data transmission between a motor and a frequency converter. In any case, a power cable is always installed between a motor and a frequency converter for power supply, and hence it may be applied as a communication medium for sensor level data. This thesis considers power line communication (PLC) in inverter-fed motor power cables. The motor cable is studied as a communication channel in the frequency band of 100 kHz−30 MHz. The communication channel and noise characteristics are described. All the individual components included in a variable-speed electric drive are presented in detail. A channel model is developed, and it is verified by measurements. A theoretical channel information capacity analysis is carried out to estimate the opportunities of a communication medium. Suitable communication and forward error correction (FEC) methods are suggested. A general method to implement a broadband and Ethernet-based communication medium between a motor and a frequency converter is proposed. A coupling interface is also developed that allows to install the communication device safely to a three-phase inverter-fed motor power cable. Practical tests are carried out, and the results are analyzed. Possible applications for the proposed method are presented. A speed feedback motor control application is verified in detail by simulations and laboratory tests because of restrictions for the delay in the feedback loop caused by PLC. Other possible applications are discussed at a more general level.

El feedback extrínseco en el aprendizaje de una respuesta motriz.

Abordar el problema del feedback extrínseco utilizando tareas más complejas y reales. Poner a prueba el CR (conocimiento de resultado) como variable básica de aprendizaje al compararlo con el CP (conocimiento de ejecución). Demostrar que se puede investigar sobre el CP con una menor complejidad metodológica. Comprobar que la mejor forma de distribuir la información en el aprendizaje es disminuyendo su frecuencia de manera progresiva.. En el primer estudio experimental está compuesta por 8 sujetos, 4 mujeres y 4 varones, estudiantes del primer curso de la carrera de Educación física, con edades comprendidas entre 18 y 20 años y sin experiencia previa en voleibol. En el segundo estudio la muestra la componen 60 sujetos, 44 varones y 16 mujeres, alumnos de los cursos de segundo y tercero del Instituto Nacinal del Educación Física de León y con edades comprendidas entre 19 y 25 años.. En la primera parte a través de una exposición teórica y una revisión bibliográfica detallada, se enmarca histórica y conceptualmente el aprendizaje motor; se analiza el CR y el CP y se ponen de manifiesto una serie de problemas que se plantean en el feedback extrínseco. En la segunda parte se llevan a cabo 2 trabajos experimentales donde se manipula el feedback extrínseco en dos situaciones de aprendizaje. En el primer trabajo se compara la eficacia del CR y del CP en el aprendizaje de un saque de voleibol. En el segundo se pone a prueba una manera de distribuir la información; ésta va disminuyendo a medida que avanza el aprendizaje, en este caso en la salida de atletismo.. En la primera investigación se utilizan hojas de registro y una lista de frases hechas de los posibles errores. En la segunda, se utilizan el programa informático SRI que permite el registro automatizado de los parámetros de la respuesta de reacción, dos células fotoeléctricas con catadrióticos, una interface y hojas de registro para cada sujeto.. En los dos estudios el análisis estadístico de los datos siguió las siguientes fases: análisis de exploratorio de los datos; estadística descriptiva (media, máximo, mínimo, desviación típica); representaciones gráficas; estadística inferencial . Se hace patente que el feedback extrínseco es una variable de gran importancia para entender el proceso de aprendizaje. Se ha puesto a prueba el CR como posible variable redundante en el feeback extrínseco, concluyendo que no hay por qué rechazarlo como variable ineficaz. No se puede afirmar que el CP sea claramente más eficaz que el CR en el aprendizaje motor. Parece ser que la capacidad de eficacia de la información proporcionada está en relación con el nivel de experiencia de los sujetos.. La investigación en aprendizaje debe intentar el estudio de la interacción de variables. La distribución de la frecuencia de la información en disminución progresiva es un claro ejemplo. Las necesidades subjetivas de información no tienen por qué coincidir con lo que se considera objetivamente adecuado, sobre todo al principio del aprendizaje.

Mejora del autoconcepto mediante el feedback.

Comprobar la eficacia del feedback como medio para mejorar el autoconcepto, el rendimiento académico, y sus actitudes y comportamiento escolar.. 310 estudiantes de cuarto, quinto y sexto curso de EGB de centros públicos y privados de Las Palmas.. Se realiza una visión crítica del autoconcepto y el feedback. Trabaja con diversos grupos de cuarto curso de EGB seleccionados por su autoconcepto negativo, a los que sus profesores proporcionan una serie de feedbacks positivos escritos, durante cinco meses, dentro del aula y respetando las condiciones habituales de trabajo. Después selecciona otro grupo de cuarto curso y con un autoconcepto académico negativo, y se les proporciona frecuentes feedbacks, orales y escritos, en 24 sesiones tenidas fuera del aula. Finalmente, cuenta con una muestra de alumnos de quinto y sexto curso, no seleccionados por su autoconcepto académico negativo, a los que en una intervención se les proporciona feedback de distinto signo según el grupo al que son asignados.. Los resultados se analizan a través del procedimiento de comparación de medidas.. Se realizan tres estudios empíricos teniendo todos el feedback como variable independiente.. El autoconcepto se muestra estable y resistente al cambio. Para operar cambios en el autoconcepto académico se requiere que se produzca una intervención positiva, sistemática y duradera de las persona significativas para el alumno, y que el rendimiento académico mejore realmente..

Efecto de distintas estrategias de presentación de feedback mediante vídeo en clases de Educación Física.

Resumen tomado de la publicación

Alteraciones perceptivas y dificultades en el aprendizaje : alcance, validez y eficacia de un modelo de intervención psicopedagógica rehabilitadora mediante el empleo de feedback informativo.

Se intenta aislar algún componente diagnóstico de la dislexia y poner a prueba las hipótesis explicativas más actuales. A) 12 sujetos con trastornos de lectura, 12 con trastornos conductuales y 12 normales (9-13 años). Sexo balanceado. B) 20 sujetos disléxicos, 20 deficientes y 20 normales. Se consideró la inteligencia y se descartaron aquellos que en la exploración neurológica mostraron algún tipo de trastorno. A) Diseño mixto con medidas repetidas. VI.: 1) Tiempo de exposición de los estímulos, 2) Grupo experimental. VD.: 1) Tiempo de lectura, 2) Errores, 3) Ausencia de respuesta. Procedimiento: leer estímulos visuales presentados en un taquistoscopio. B) Diseño mixto. VI.: 1) Grupo experimental, 2) Tiempo de exposición del estímulo, 3) Orden de presentación de las listas de palabras, 4) Tipo de listas de palabras. VD.: 1) Errores de lectura, 2) Palabras leídas y palabras leídas correctamente, 3) Errores en la reproducción de estímulos visuales. Variables controladas: ajuste social y status social. Procedimiento: prueba de lectura de textos y de lectura de listas de palabras presentadas en un taquistoscopio. Cada lista era presentada, en orden balanceado, para cada tiempo de exposición. Después, se presentaron estímulos visuales procedentes del test de Retención Visual de Benton, pidiéndose al sujeto que los reproduzca. A) Tarjetas. B) Pruebas de lectura y de comprensión lectora. Para controlar factores individuales se aplicó la Escala de Adaptación de Achenbach. A) Kruskall-Wallis y 'U' de Mann-Withney. B) Anova y Ancova. Análisis de correlación. Intercomparaciones (Scheffe). A) Se observan diferencias significativas en el 'N' de errores cometidos por el grupo de disléxicos frente al de control, en especial a partir de palabras bisilábicas y trisilábicas. La variable 'N' de fracasos es la más discriminativa. B) Comparando sujetos disléxicos y normales se observan diferencias significativas en el 'N' de errores en las pruebas de lectura (además, los tipos de errores muestran configuraciones diferenciales significativas) y en las pruebas de comprensión lectora. En las pruebas de taquistoscopio hay diferencias debidas al grupo pero no al tiempo de exposición, aunque esta variable tiene efecto en otras medidas dependientes. Estímulos visuales: no hay diferencias significativas globales, aunque determinados ítems resultan discriminativos. Grupo de deficientes: se observa clara influencia del tiempo de exposición en determinados errores de lectura. No hay diferencias en la ejecución lectora ni en la reproducción de dibujos. Los resultados indican un patrón diferencial claro entre disléxicos y normales. El rendimiento de los primeros en tareas verbales es inferior. Sin embargo, no se confirma la hipótesis de igual rendimiento en las tareas gráficas no lingüísticas. En los sujetos deficientes, las diferencias más notables radican en que no usan estrategias mnemotécnicas, aunque son susceptibles de entrenamiento.

Controle feedback de nível baseado em sensor de imagem aplicado ao equipamento misturador-decantador à inversão de fases (MDIF®)

The treatment of wastewaters contaminated with oil is of great practical interest and it is fundamental in environmental issues. A relevant process, which has been studied on continuous treatment of contaminated water with oil, is the equipment denominated MDIF® (a mixer-settler based on phase inversion). An important variable during the operation of MDIF® is the water-solvent interface level in the separation section. The control of this level is essential both to avoid the dragging of the solvent during the water removal and improve the extraction efficiency of the oil by the solvent. The measurement of oil-water interface level (in line) is still a hard task. There are few sensors able to measure oil-water interface level in a reliable way. In the case of lab scale systems, there are no interface sensors with compatible dimensions. The objective of this work was to implement a level control system to the organic solvent/water interface level on the equipment MDIF®. The detection of the interface level is based on the acquisition and treatment of images obtained dynamically through a standard camera (webcam). The control strategy was developed to operate in feedback mode, where the level measure obtained by image detection is compared to the desired level and an action is taken on a control valve according to an implemented PID law. A control and data acquisition program was developed in Fortran to accomplish the following tasks: image acquisition; water-solvent interface identification; to perform decisions and send control signals; and to record data in files. Some experimental runs in open-loop were carried out using the MDIF® and random pulse disturbances were applied on the input variable (water outlet flow). The responses of interface level permitted the process identification by transfer models. From these models, the parameters for a PID controller were tuned by direct synthesis and tests in closed-loop were performed. Preliminary results for the feedback loop demonstrated that the sensor and the control strategy developed in this work were suitable for the control of organic solvent-water interface level

Variable-Structure Control Design of Switched Systems With an Application to a DC-DC Power Converter

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Design of SPR systems with dynamic compensators and output variable structure control

This paper presents necessary and sufficient conditions for the following problem: given a linear time invariant plant G(s) = N(s)D(s)-1 = C(sI - A]-1B, with m inputs, p outputs, p > m, rank(C) = p, rank(B) = rank(CB) = m, £nd a tandem dynamic controller Gc(s) = D c(s)-1Nc(s) = Cc(sI - A c)-1Bc + Dc, with p inputs and m outputs and a constant output feedback matrix Ko ε ℝm×p such that the feedback system is Strictly Positive Real (SPR). It is shown that this problem has solution if and only if all transmission zeros of the plant have negative real parts. When there exists solution, the proposed method firstly obtains Gc(s) in order to all transmission zeros of Gc(s)G(s) present negative real parts and then Ko is found as the solution of some Linear Matrix Inequalities (LMIs). Then, taking into account this result, a new LMI based design for output Variable Structure Control (VSC) of uncertain dynamic plants is presented. The method can consider the following design specifications: matched disturbances or nonlinearities of the plant, output constraints, decay rate and matched and nonmatched plant uncertainties. © 2006 IEEE.

Variable speed refrigeration system with HPF input rectifier stage

This paper is based on the analysis and implementation of a new drive system applied to refrigeration systems, complying with the restrictions imposed by the IEC standards (Harmonic/Flicker/EMI-Electromagnetic Interference restrictions), in order to obtain high efficiency, high power factor, reduced harmonic distortion in the input current and reduced electromagnetic interference, with excellent performance in temperature control of a refrigeration prototype system (automatic control, precision and high dynamic response). The proposal is replace the single-phase motor by a three-phase motor, in the conventional refrigeration system. In this way, a proper control technique can be applied, using a closed-loop (feedback control), that will allow an accurate adjustment of the desirable temperature. The proposed refrigeration prototype uses a 0.5Hp three-phase motor and an open (Belt-Drive) Bitzer IY type compressor. The input rectifier stage's features include the reduction in the input current ripple, the reduction in the output voltage ripple, the use of low stress devices, low volume for the EMI input filter, high input power factor (PF), and low total harmonic distortion (THD) in the input current, in compliance with the IEC61000-3-2 standards. The digital controller for the output three-phase inverter stage has been developed using a conventional voltage-frequency control (scalar V/f control), and a simplified stator oriented Vector control, in order to verify the feasibility and performance of the proposed digital controls for continuous temperature control applied at the refrigerator prototype. ©2008 IEEE.

Variable structure control of switched systems based on Lyapunov-Metzler-SPR systems

This paper presents two Variable Structure Controllers (VSC) for continuous-time switched plants. It is assumed that the state vector is available for feedback. The proposed control system provides a switching rule and also the variable structure control input. The design is based on Lyapunov-Metzler (LM) inequalities and also on Strictly Positive Real (SPR) systems stability results. The definition of Lyapunov-Metzler-SPR (LMS) systems and its direct application in the design of VSC for switched systems are introduced in this paper. Two examples illustrate the design of the proposed VSC, considering a plant given by a switched system with a switched-state control law and two linear time-invariant systems, that are not controllable and also can not be stabilized with state feedback. ©2008 IEEE.

Comparative study of LMI-based output feedback spr synthesis for plants with different numbers of inputs and outputs

New Linear Matrix Inequalities (LMI) conditions are proposed for the following problem, called Strictly Positive Real (SPR) synthesis: given a linear time-invariant plant, find a constant output feedback matrix Ko and a constant output tandem matrix F for the controlled system to be SPR. It is assumed that the plant has the number of outputs greater than the number of inputs. Some sufficient conditions for the solution of the problem are presented and compared. These results can be directly applied in the LMI-based design of Variable Structure Control (VSC) of uncertain plants. ©2008 IEEE.

Implementation of a DC-DC converter with variable structure control of switched systems

This paper presents a control method for a class of continuous-time switched systems, using state feedback variable structure controllers. The method is applied to the control of a two-cell dc-dc buck converter and a control circuit design using the software PSpice is proposed. The design is based on Lyapunov-Metzler-SPR systems and the performance of the resulting control system is superior to that afforded by a recently-proposed alternative sliding-mode control technique. The dc-dc power converters are very used in industrial applications, for instance, in power systems of hybrid electric vehicles and aircrafts. Good results were obtained and the proposed design is also inexpensive because it uses electric components that can be easily found for the hardware implementation. Future researches on the subject include the hardware validation of the dc-dc converter controller and the robust control design of switched systems, with structural failures. © 2011 IEEE.

Design and implementation of a dc-dc converter based on variable structure control of switched systems

This paper presents a control method for a class of continuous-time switched systems, using state feedback variable structure controllers. The method is applied to the control of a non-trivial dc-dc power converter and a simple and inexpensive control circuit design, that was simulated using the software PSpice, is proposed. The design is based on Lyapunov-Metzler-SPR systems and the performance of the resulting control system is superior to that afforded by a recently proposed alternative sliding-mode control technique. © 2011 IFAC.