Comparison of friction models for gray-box identification of an electromechanical positioning system

Vol. 1, 2019. - 108519
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Resumo

This work gives a brief description about the general operation of a electromechanical positioning system (EMPS) and details a standard configuration of a drive system for prismatic joint of robots or machine tools. By using grey-box approach a dynamic identification method based on the use of the inverse dynamic identification model and a nonlinear least squares technique Four symmetric and four asymmetric friction models were employed to estimate the dynamic parameters of a EMPS. The asymmetric models have achieved a better performance on the estimation of the parameters compared to the symmetric models. Compared to the model with the lowest performance an improvement of over 90% was reach by the asymmetric Tustin frictions model.

Instituições
  • 1 Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
Eixo Temático
  • Identificação de Sistemas
Palavras-chave
Friction force models
Gray-box identification
Inverse dynamic identification model