State Space Estimation for an Electromechanical Actuator Valve Using Extended Kalman Filter
Journal Title: Acta Technica Jaurinensis - Year 2015, Vol 8, Issue 2
Abstract
This paper presents a state space estimation for an Electromechanical Actuator Valve using Extended Kalman Filter (EKF). A proposed actuator model includes a Tustin’s friction model with strong nonlinearities, hence it represents an accurate model for describing the friction phenomenon in an Electromechanical Actuator valve. In my work the EKF is used for estimation of three states, namely the motor current, valve angular velocity - and position. Both the actuator model and the EKF algorithm were implemented in MATLAB®. The measurements to input data in the EKF are performed in National Instruments CompactRIO system. Outline of our examination should be to take a conclusion, how much EKF is capable for accurate estimation of the desired states. Furthermore we will use this method for further developing the fault detection in the Electromechanical Actuator Valve.
Authors and Affiliations
Zs. Horváth
Keywords
Related Articles
- EP ID EP630756
- DOI 10.14513/actatechjaur.v8.n2.350
- Views 199
- Downloads 0
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State Space Estimation for an Electromechanical Actuator Valve Using Extended Kalman Filter
This paper presents a state space estimation for an Electromechanical Actuator Valve using Extended Kalman Filter (EKF). A proposed actuator model includes a Tustin’s friction model with strong nonlinearities, hence it r...