Procedia Computer Science · 2017 · 49 citations · 19 references
EngineeringMechatronics EngineeringActuatorsOptimizationProcess ControlControl Of Dynamical SystemsControl SystemsControl TheoryController DesignController TuningTrajectory OptimizationElectro-hydraulic ControlLyapunov ControlLyapunov FunctionsLyapunov StabilityParticle Swarm ControlParticle Swarm OptimizationPid Control DesignSliding Mode Control
This article deals with an evaluation on the designed controller named as sliding mode control (SMC) which sliding surface of the controller has been integrated with proportional-integral-derivative (PID) controller. The control scheme is established from the derived dynamic equation which stability is proven through Lyapunov theorem. In the performance assessment on the designed PID sliding surface, the controller parameter is first obtained through conventional tuning method known as Ziegler-Nichols (ZN), which is then compared with the particle swarm optimization (PSO) computational tuning algorithm. From the observation of the simulation results, the PSO tuning algorithm showing outperform performances compared to the conventional ZN tuning method in term of trajectory tracking on the electro-hydraulic actuator (EHA) system.
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A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy · 2002 · 14.9K citations
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Yibing Shi, R.C. Eberhart · 2002 · 10.2K citations