Title :
A hybrid model for size add-on in slashing processes
Author :
Yu-xian, Zhang ; Min, Liu ; Jian-hui, Wang
Author_Institution :
Sch. of Electr. Eng., Shenyang Univ. of Technol., Shenyang, China
Abstract :
A hybrid model for size add-on is built in slashing process. In the hybrid model, mechanism model is master model, intelligent model is auxiliary model, and the output relationship is determined by integrated rule in output model. When either sensors break down or operation conditions are abnormal, auxiliary model will estimate output by the external input variables. This hybrid model uses adequately field data so that predictive performance of hybrid model is multi-sided guaranteed.
Keywords :
manufacturing processes; textile industry; auxiliary model; external input variables; hybrid model; integrated rule; intelligent model; master model; mechanism model; size add-on; slashing processes; textile manufacturing processes; Artificial neural networks; Data models; Jacobian matrices; Mathematical model; Moisture; Predictive models; Textiles; Hybrid modeling; Intelligent model; Mechanistic model; Size add-on; Slashing process;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968488
