Industrial & Engineering Chemistry Research · 2008 · 52 citations · 21 references
EngineeringIndustrial EngineeringProcess ControlProcess DynamicsProcess Systems EngineeringControl System DesignControl SystemsControl TheoryController DesignController TuningInternal Control SystemsAuto-tuningFuzzy ControlInternal Model ControlInternal Model Control TuningLyapunov StabilityLyapunov Stability AnalysisLyapunov Stability TheoryTuning
An internal model control (IMC) based tuning method is proposed to autotune the fuzzy proportional integral derivative (PID) controller in this paper. An analytical model of the fuzzy PID controller is first derived, which consists of a linear PID controller and a nonlinear compensation item. The nonlinear compensation item can be considered as a process disturbance, and then parameters of the fuzzy PID controller can be analytically determined on the basis of the IMC structure. The stability of the fuzzy PID control system is analyzed using the Lyapunov stability theory. The simulation results demonstrate the effectiveness of the proposed tuning method.
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Chemical & Engineering News · 1978 · 1.8K citations · Full text
Karl Johan Åström, Tore Hägglund · Control Engineering Practice · 2001 · 1.4K citations