2002 · 56 citations · 3 references
EngineeringRobust ControlMechatronicsMechanical SystemsProcess ControlBusinessSystems EngineeringMatrix InequalityPid ControlControl DesignPlant-wide ControlController TuningReal-coded Genetic AlgorithmRobust Pid ControllerLinear ControlStability
Presents a new, real-coded genetic algorithm and proposes a new design method for a robust PID controller with two degrees of freedom. This design method is based on the matrix inequality and on a real-coded genetic algorithm as an optimization technique. The 2-DOF PID controller designed by the proposed method satisfies the robust stability of a closed-loop system against parametric uncertainties of the plant and multiple design specifications for robust performance. This method is demonstrated by numerical simulations and shows good control performance.
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Karl Johan Åström · Proceedings of the IEEE · 1987 · 271 citations