Modelling workpiece vibrations with neural networks Conference

Tansel, IN, Tzirianis, A. (1990). Modelling workpiece vibrations with neural networks . 45 209-217.

cited authors

  • Tansel, IN; Tzirianis, A

fiu authors

abstract

  • The entire workpiece vibrates when a it is excited at a single point. The frequency and time domain time series techniques can obtain the force-displacement relationships between the excitation and the individual points of the workpiece. In this paper, the use of neural networks is proposed to represent the force-displacement relationship between the applied excitation force and the whole workpiece with a single neural network. One neural network was trained with experimental workpiece data and used to demonstrate the accuracy of the proposed approach.

publication date

  • December 1, 1990

start page

  • 209

end page

  • 217

volume

  • 45