Al Transmittance Estimator for Multi-Layer Coating TP Film-Reference-Cited by-同舟云学术

Al Transmittance Estimator for Multi-Layer Coating TP Film

Published:2013-02 Issue: Volume:312 Page:996-1000
ISSN:1662-7482
Container-title:Applied Mechanics and Materials
language:
Short-container-title:AMM

Author:

Chen Yu Ju¹,Chien Jui Chen²,Chang Chuo Yean¹,Wang Shu Ming T.¹,Chiang Yu Chen²,Hwang Rey Chue¹

Affiliation:

1. Cheng Shiu University

2. I-Shou University

Abstract

This research aims to develop an artificial intelligence (AI) estimator for the coating touch panel (TP) film. The AI estimator could estimate the transmittance of touch panel (TP) with different layers coating. It also could be used for helping the technician precisely set the relevant control parameters of evaporator in advance so that the optical quality of TP film could fit the customers request. In order to catch the unknown relationship between the films transmittance and its all possible influencing factors, the neural network (NN) is taken as the AI tool. In other words, a fast and precise intelligent manufacturing mechanism for TP evaporation process is expected to be developed and this intelligent mechanism could be practically used in the real industrial applications.

Publisher

Trans Tech Publications, Ltd.

Link

https://www.scientific.net/AMM.312.996.pdf

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