Abstract
The present paper proposes an new optimal Elman neural network modelling to predict the knitted fabric colour properties including the colour yield (in term of K/S value) and CIE Lab values of knitted fabrics under the effect of laser engraving process. The new modified Elman network which have a proportional (P), integral (I), and derivative (D) properties is introduced in this paper. The experiment results illustrate that the proposed prediction model in this study is more feasible and applicable for the knitted fabrics color properties induced by laser engraving.
Original language | English |
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Title of host publication | Proceedings - 2011 International Conference on Future Computer Sciences and Application, ICFCSA 2011 |
Pages | 182-186 |
Number of pages | 5 |
DOIs | |
Publication status | Published - 2 Sept 2011 |
Event | 2011 International Conference on Future Computer Sciences and Application, ICFCSA 2011 - Hong Kong, Hong Kong Duration: 18 Jun 2011 → 19 Jun 2011 |
Conference
Conference | 2011 International Conference on Future Computer Sciences and Application, ICFCSA 2011 |
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Country/Territory | Hong Kong |
City | Hong Kong |
Period | 18/06/11 → 19/06/11 |
Keywords
- CLE Lab value
- Colour properties
- Elman neural network
- K/S value
- Knitted fabric
- Laser engraving
- Prediction
ASJC Scopus subject areas
- Computer Science Applications