International Journal of Automation Technology · 2016 · 13 citations · 23 references
Feedforward ControlEngineeringMechanicsMechanical EngineeringMechatronicsMechanical SystemsPso-pid ControllerBiomimetic ActuatorChemical ActuatorForce ControlActuationSoft MatterSystem IdentificationVibration ControlSystem Identification Method
This paper presents the modeling of a thin soft McKibben actuator using the system identification (SI) method and its force control. Procedures from the system identification method are used to create a mathematical model (transfer function) from the test data. The autoregressive with exogenous input (ARX) model was chosen as the model structure of the system. Next, a PSO-PID controller was proposed for the force control of the actuator. The simulation data were verified against the test data for the force control using PSO-PID and conventional PID. Results showed that the developed model represents the actual system by giving the same characteristics in the force control analysis in step, multi-step, and sinusoidal input.
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Karl Johan Åström, Tore Hägglund · Control Engineering Practice · 2001 · 1.4K citations
From Circuit Theory to System Theory
Lotfi Zadeh · Proceedings of the IRE · 1962 · 416 citations