Title :
Study on Generalized Evaluation of Product Quality Based on Integrated Neural Networks
Author :
Luo, Yuegang ; Bin Wu ; Li, Xiaopeng ; Wen, Bangchun
Author_Institution :
Sch. of Mech. Eng. & Autom., Northeastern Univ., Shenyang, China
Abstract :
Multi-layer integrated neural networks evaluation model of synthesis quality of the products is founded based on the information fusion theory. Quality of the products are synthetically evaluated using this model, moreover design method is also evaluated and verified, judgment of product performance and grade, as well as performance difference of the products in structural performance, service behavior and processing property. Scientific decision basis for evaluating and improving overall quality of the products is offered.
Keywords :
neural nets; production engineering computing; quality management; sensor fusion; design method; generalized evaluation; information fusion theory; multilayer integrated neural network evaluation model; product quality; scientific decision; service behavior; structural performance; Artificial neural networks; Decision making; Economics; Materials; Mechanical products; Reliability; generalized evaluation; integrated neural networks; products; synthesis quality;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location :
Shangshai
Print_ISBN :
978-1-4244-9010-3
DOI :
10.1109/ICMTMA.2011.688
