Quality prediction model of injection-molded rib design using back-propagation network

Information Technology Journal

Volumn 8, Issue 6, 2009, Pages 847-854

  Lan, Tian Syung ^a   Wang, Ming Yung ^b  

^a YU DA UNIVERSITY   (Taiwan)

^b TATUNG UNIVERSITY   (Taiwan)

Author keywords

Back propagation network; Deflection; Finite element analysis; Plastic rib

Indexed keywords

ANALYTICAL MODEL; BACK-PROPAGATION NETWORK; CONSTANT FORCE; CONTROL FACTORS; DEFLECTION; FEM (FINITE ELEMENT METHOD); FINITE ELEMENT ANALYSIS; HIDDEN LAYERS; LEARNING RATES; MOMENTUM FACTOR; NEW PRODUCT; ORTHOGONAL ARRAY; PLASTIC COVERS; PLASTIC INJECTION; QUALITY CHARACTERISTIC; QUALITY PREDICTION; QUALITY PREDICTION MODELS; SIMULATED RESULTS;

ABS RESINS; BACKPROPAGATION; BUTADIENE; DEFLECTION (STRUCTURES); DESIGN; LEARNING ALGORITHMS; MATHEMATICAL MODELS; PLASTICS; SIMULATORS; TAGUCHI METHODS;

FINITE ELEMENT METHOD;

EID: 67650786809     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2009.847.854     Document Type: Article

References (16)

1. Arcf. A.J. S. Alampalli and Y. He, 2001. Ritz-based sialic analysis method for fiber reinforced plastic rib core skew bridge superstructure. J. Eng. Mcch. 127: 450-458.
2. Beer. F.P. and E.R. Johnston, 1999. Mechanics of Materials. McGraw-Hill. New York.
3. Chang, Z.C., 1998. Plastic Product Design. Chan-Hwa Technique. Taipei.
4. Chang. J.C. 2000. The application of taguchi method in the finite element analysis for the optimal structural design of compressed sheet in huge extended plate. Master Thesis, National Chung Hsing University, ROC.
5. Chen. G.I. and G.J. Tsai. 2002. Computer-Aided Analysis in Engineering-User Guide in ANSYS. Chung Hwa Technology Publication. Taipei.
6. Chen. W. 2003. The study of chip formation in orthogonal metal cutting using finite clement simulation. M.Sc. Thesis. Talung University, Taiwan.
7. Hong. C.J., C.J. Liu and J.U. Gau. 2002. Teaching Cases in ANSYS. Ju-I Digit. Taipei.
8. Kan, U. and S.J. Chen, 2004. Introduction to ANSYS. Chung Hwa Technology Publication. Taipei.
9. Moaveni. S., 2001. Finite Element Analysis-Theory and Application with ANSYS. Gau-Li. Taipei.
10. Palanikumar. K., 2008. Application of Taguchi and response surface methodologies for surface roughness in machining glass fiber reinforced plastics by PCD tooling. Int. J. Adv. Manuf. Technol. 36: 19-27.
11. Park, J.H., K.M. Yang and K.S. Kang. 2005. A quality function deployment methodology with signal and noise ratio for improvement of wassermans weights. Int. J. Adv. Manuf. Technol. 26: 631-637.
12. Su, CD., 2002. Quality Engineering. ROC Quality Society, Taipei.
13. Tsai, C.S., 2003. Vibralion analysis of a laper-cross section circular plate using finite element method. M.Sc. Thesis, Ping Tung University of Science and Technology, Taiwan.
14. Wang. H.S., 2007. Application of BPN with feature-based models on cost estimation of plastic injection products. Comput. Ind. Eng., 53: 79-94.
15. Wei. H.S., 2002. Analysis for the optimum conditions in derrick hook by using Taguchi method. M.Sc. Thesis. Nation Ping Tung University of Science and Technology. Taiwan.
16. Yang. S.M. and G.S. Lee, 1999. Neural network design by using Taguchi Method. J. Dyn. Syst. Measurement Control. 121:560-562.