Observer Design For State And Parameter Estimation In A Landslide Model

IFAC PAPERSONLINE(2020)

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摘要
This paper presents an observer-based state and parameter estimation for the extended sliding-consolidation model of a landslide. This system is described by a pair of coupled Ordinary Differential Equation (ODE) and Partial Differential Equation (PDE), with a mixed boundary condition for the PDE. The coupling appears both in the ODE and in the Neuman boundary condition of the PDE. The observer consists of a copy of the PDE part of the system and Kalman-like observer for the ODE. It is shown to ensure exponential convergence of the state and parameter estimates by means of Lyapunov tool. Finally, a simulation result of the extended sliding-consolidation model is presented to illustrate the effectiveness of the proposed observer. Copyright (C) 2020 The Authors.
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关键词
State estimation, parameter estimation, extended sliding-consolidation model, coupled ODE-PDE system, observer
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