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A Soft Linen Emulsion Rate Intelligent Control System Based on the Domain Interpolation Algorithm with Self Adjusting

Author(s): Ying Xiao | Xuange Peng

Journal: Journal of Software
ISSN 1796-217X

Volume: 6;
Issue: 8;
Start page: 1429;
Date: 2011;
Original page

Keywords: emulsion rate control | fuzzy control | interpolation algorithm | domain interpolation algorithm with self adjusting.

A soft linen emulsion rate intelligent control system based on the domain interpolation algorithm with self adjusting is introduced. In the hemp textile industry, soft linen deal processes can directly affect its following process. We take the lead to use the fuzzy control method applied in soft linen emulsion rate of Intelligent Control System. In the research process, the improvement of product quality is not satisfied by basic fuzzy control method. By improving the algorithm, combined advanced interpolation algorithm into fuzzy decision process, that experience rule set has no restriction to access control list, enhanced the flexibility of the method, and obtain fine enough fuzzy control table under the same rules. But as the fuzzy grade classification of fuzzy control input data base on interpolation algorithm can be directly affect the number of control rules, and make more control rules, to affect the realization of deduce speed and storage process, which can not adapt the continence changing ability of soft linen emulsion. We innovate during practice, to combine domain interpolation self adjusting method with fuzzy controller based on intelligent algorithm, to adjust the size of actual measurement and reduce fuzzy control rules, to design a fuzzy controller by domain interpolation algorithm with self adjusting and achieved. After running, the system shows that: 27% Qualified in manual; 48% Qualified by the basic fuzzy control system. 62% Qualified by interpolation algorithm fuzzy control system; 78% Qualified by domain interpolation algorithm with self adjusting fuzzy control system. It proved that, the application of fuzzy control system based on domain interpolation algorithm with self adjusting, can improve control precise which improved production quality.
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