Abstract

FUENTES-SILVA, C.; NORIEGA-PONCE, A.; OCAMPO-MORTERA, M.A.  and  SERROUKH, I.. Real Time Self-Adjusting Neuro Control of a Polymeric Optical Fiber Production Process. Ing. invest. y tecnol. [online]. 2012, vol.13, n.2, pp.175-184. ISSN 2594-0732.

A real time self-adjusting neuro control scheme for optical fiber drawing is presented in this paper. The fiber presents high and low frequency variations in the obtained diameter, being these last ones caused by variations in the preform diameter and the distribution of the molecular weight which affects the rheologic behavior during the drawing process of the material. In order to control these variations an algorithm of self-adjusting control based on a three layers perceptron type neural network is proposed.

Keywords : optic fiber; polymeric neural network; self-tuning control.

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