Using Fractional Derivatives for Parameter Identification and Control of Dielectric Elastomer Actuators

Autor: Karl Gotlih, Miloš Žefran, Timi Karner
Rok vydání: 2019
Předmět:
Zdroj: Advances in Mechanism and Machine Science ISBN: 9783030201302
Popis: Dielectric elastomer actuators (DEAs), also known as soft actuators, are being used as artificial muscles in different applications. Elastomers used in dielectric elastomer actuators usually exhibit both elastic and viscous characteristics. Depending on the elastomer mechanical properties and the mode of actuation, DEA behavior can vary from being more elastic at higher deformation rates and more viscous at lower deformation rates. In order to capture mechanical properties of an elastomer, fractional derivatives are introduced into the standard rheological Kelvin-Voigt model. With the help of fractional derivatives wider frequency and amplitude range can be captured for dynamical operation of the elastomer. Once the DEA model has been set-up and all parameters have been identified, a control algorithm is developed with the help of fractional derivatives in FOMCON toolbox in Matlab. Simulation in Simulink are used to confirm the advantages of fractional \( PI^{\lambda } D^{\mu } \) versus traditional PID regulator on fractional order plant model.
Databáze: OpenAIRE