Navegando por Assunto "Controlador Fuzzy Takagi-Sugeno"

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Acesso aberto (Open Access)
Projeto de um controlador Fuzzy Takagi-Sugeno para uma estação de tratamento de esgoto por lodos ativados
(Universidade Federal do Pará, 2013-01-24) OLIVEIRA FILHO, José Haroldo Sena de; BARREIROS, José Augusto Lima; http://lattes.cnpq.br/1246564618922453
The mean goal of this work is the design of a Takagi-Sugeno fuzzy controller on an activated sludge wastewater treatment plant. This kind of process requires oxygen and aerobic microorganisms in the mixed liquor that are necessary to remove the carbonaceous matter and the nutrients based on nitrogen compounds. The controller acts on the aeration valve engine and has been designed to interpolate the proportional and integrative gain of three fixes controllers designed from the linearization of a continuous model of oxygen mass balance. The controller assists to keep the desirable dissolved oxygen concentration necessary to the nitrification, an oxi-reduction chemical reaction that transforms ammonia into nitrite and it is also possible to save electric energy used by the aeration engine. It is imperative the nitrification occurs for the success of the whole process. The Assays were performed by computerized simulation in four idealized scenarios analyzing the performances of the fuzzy controller and the fix controller designed to a different operation point of the set point defined in the plant. Applying a degree in the set point established in the scenario it was analyzed the rise time, settling time, overshoot and steady-state error. After the assays, the fuzzy controller performed better than the fix one at rise time and settling time criteria and equivalent performance at overshoot and steady-state error. After analysis, it was conclude that the control strategy chosen in the work is viable, according the dissolved oxygen measure at the plant entrance, the fuzzy controller interpolate the proportional and integrative gains of a fix controller designed near this value and thus act quite satisfactory.
Acesso aberto (Open Access)
Técnica de projeto de controlador fuzzy aplicada ao acionamento vetorial de motor de indução
(Universidade Federal do Pará, 2010-05-11) DIAS, Tainara da Costa; BARREIROS, José Augusto Lima; http://lattes.cnpq.br/1246564618922453; BARRA JUNIOR, Walter; http://lattes.cnpq.br/0492699174212608
This paper investigates a strategy for Takagi-Sugeno fuzzy control applied to speed control of induction motor. The strategy implements a weighted interpolation between a set of local controllers previously designed. When changes occur in the operational conditions of the induction motor, the gains of the control law are adjusted automatically to maintain satisfactory performance of the control system. For controller design the fuzzy state space representation of the plant was considered in the form of an augmented system, including a new state variable which in this case, was selected as the integral of speed error. This formulation allowed the design of local controllers with the structure PI, through state feedback with pole placement. As variables of operation for the switching fuzzy controllers local variables were selected angular velocity and stator current component responsible for torque electric, expressed in a frame rotating synchronously with the rotor flux. Then, the stability of Takagi-Sugeno fuzzy controller designed was assured by the Lyapunov criterion, in the form of LMIs. The performance of the Takagi-Sugeno fuzzy controller was assessed through simulation studies and their results compared to the performance of a conventional PI controller, for regulating the rotor speed. The results obtained in simulation tests show that employing the proposed strategy makes the system more robust to parametric variations in the drive system.