Nonsmooth Recursive Identification of Sandwich Systems with Backlash‐Like Hysteresis

Ruili Dong, Yonghong Tan, Hui Chen and Yangqiu Xie

Journal of Applied Mathematics, 2012, vol. 2012, issue 1

Abstract: A recursive gradient identification algorithm based on the bundle method for sandwich systems with backlash‐like hysteresis is presented in this paper. In this method, a dynamic parameter estimation scheme based on a subgradient is developed to handle the nonsmooth problem caused by the backlash embedded in the system. The search direction of the algorithm is estimated based on the so‐called bundle method. Then, the convergence of the algorithm is discussed. After that, simulation results on a nonsmooth sandwich system are presented to validate the proposed estimation algorithm. Finally, the application of the proposed method to an X-Y moving positioning stage is illustrated.

Date: 2012
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https://doi.org/10.1155/2012/457603

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Persistent link: https://EconPapers.repec.org/RePEc:wly:jnljam:v:2012:y:2012:i:1:n:457603

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