Vol.29 No.4(1994.12)
Research Report

Parameter Estimation of Vehicle System Based on the Disturbance Observer

Takaji Umeno


The disturbance obserber observes a disturbance as one of the state elements of a dynamical system. The observed disturbane includes parameter variations of the system explicitly, and allows direct estimation of parameter variations.

An estimation method for state quantities of vehicle system based on the disturbance obserber was proposed. Furthermore, a necessary and sufficient design condition for the existence of disturbance obserbers which estimate target variations was clarified from the viewpoint of the obserbability of the expanded system. This condition is used for determining sensors necessary to measure the states corresponding to parameter variations. Also the simple correlation method is used to extract the parameter variations from the observed disturbances including external disturbances and noise. The proposed method was applied to the estimation of the spring constant of the tire in an active suspension system, and proved effective by several numerical and experimental results.

This method is also useful in detecting the failure with parameter variations of the components of the system.