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A natural observer for optimal state estimation in second order linear structural systems
Authors:Eric M. Hernandez
Affiliation:Department of Civil and Environmental Engineering, College of Engineering and Mathematical Sciences, University of Vermont, United States
Abstract:A state observer for mechanical and structural systems is derived in the context of the second order differential equation of motion of linear structural systems. The proposed observer possesses similar characteristics to the Kalman filter in the sense that it minimizes the trace of the state error covariance matrix within the predefined structure of the feedback gain. The main contribution of the paper consists of the fact that the proposed observer can be implemented directly as a modified linear finite element model of the system, subject to collocated corrective forces proportional to the measured response. The proposed algorithm is effectively illustrated in two different types of second order systems; a close-coupled spring–mass–damper multi-degree of freedom system and a plate subject to transverse vibrations.
Keywords:Kalman filter   Observers   Estimation   Finite element models   Structural dynamics
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