2009 · 88 citations · 16 references
Fuzzy LogicEngineeringMotor DriveMechatronicsDc MotorSystems EngineeringPid ControlDc Motor DriveParticle Swarm OptimizationFuzzy OptimizationController TuningFuzzy Control System
In this paper, an intelligent controller of DC Motor drive is designed using particle swarm optimization (PSO) method for formative the optimal proportional-integral-derivative (PID) controller Tuning parameters. The proposed approach has superior feature, including easy implementation, stable convergence characteristics and very good computational performances efficiency. The DC Motor Scheduling PID-PSO controller is modeled in MATLAB environment. Comparing with fuzzy logic controller using PSO intelligent algorithms, the planned method is more proficient in improving the speed loop response stability, the steady state error is reduced, the rising time is perfected and the disturbances do not affect the performances of driving motor with no overtaking.
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James Kennedy, R.C. Eberhart · 2002 · 46.5K citations
A modified particle swarm optimizer
Yibing Shi, R.C. Eberhart · 2002 · 10K citations