Dynamic friction identification using neural networks

This paper shows the dynamical nature of friction in an industrial high accuracy pointing device. We investigate the presence of physical effects affecting friction evolution: Dahl's effect. Stribeck's effect, time-lag. … Friction identification is done using a nonlinear dynamical black-box scheme: neural networks. Experimental results show the good agreement between the proposed scheme and the physical friction.