Title :
Statistical process control of wear phenomenon during metal extrusion process
Author :
Lepadatu, Daniel ; Kobi, Abdessamad ; Hambli, Ridha ; Barreau, Alain
Author_Institution :
I.S.T.I.A., Angers, France
Abstract :
The aim of this paper is the statistical process control (SPC) analysis of the tool wear evolution during metal extrusion process for better understanding the principal causes which generate the variability of such a complex phenomenon. The wear prediction is carried out using finite element simulation including Archard wear model. The tool wear modelling is presented briefly as well as the response surface methodology (RSM). The study is based on the application of the central composites designs and allows for the analysis of the response (wear) sensitivity of the tool. The statistical investigation of the process makes it possible to study the influence of each process parameters on the response sensitivity.
Keywords :
extrusion; finite element analysis; response surface methodology; sensitivity analysis; statistical process control; wear; finite element simulation; metal extrusion process; response surface methodology; sensitivity analysis; statistical process control; tool wear evolution; Abrasives; Costs; Finite element methods; Friction; Inorganic materials; Manufacturing processes; Predictive models; Process control; Process design; Response surface methodology;
Conference_Titel :
Reliability and Maintainability, 2004 Annual Symposium - RAMS
Print_ISBN :
0-7803-8215-3
DOI :
10.1109/RAMS.2004.1285467