2011 · 57 citations · 8 references
EngineeringMathematicsActuatorsOptimizationProcess ControlControl System DesignControl SystemsControl TheoryController DesignDisturbance RejectionOptimal ControlConstraint-based OptimizationFilter DesignFilter OrderFiltersLoad Disturbance RejectionMeasurement Noise AnalysisMeasurement Noise FilteringPid Control Design
Large control signal derivatives or inter-sample differences may harm actuators. An optimization constraint limiting such variations, related to measurement noise, is derived. Using the constraint, optimal PI, PID and measurement filters with different orders are designed for several processes and compared to the optimal linear controller of high order found via Youla parametrization. Simulations of load disturbance rejections and measurement noise sensitivities are shown and conclusions on filter order selection for PI and PID controllers are drawn.
8
YALMIP : a toolbox for modeling and optimization in MATLAB
Johan Löfberg · 2005 · 9.2K citations
Tomislav B. Šekara, Miroslav R. Mataušek · IEEE Transactions on Automatic Control · 2009 · 106 citations
Engineering, Mechanical Engineering, Systems Engineering +15