A soft-sensor development for melt-flow-length measurement during injection mold filling

Materials Science and Engineering: A

Volumn 384, Issue 1-2, 2004, Pages 245-254

  Chen, Xi ^a,b   Gao, Furong ^a   Chen, Guohua ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^b ZHEJIANG UNIVERSITY   (China)

Author keywords

Filling; Injection molding; Melt flow length; Recurrent neural network; Soft sensor

Indexed keywords

CONFINED FLOW; INJECTION MOLDING; MATHEMATICAL MODELS; MOLDS; SENSORS;

MELT-FLOW-LENGTH; MOLD GEOMETRY; SOFT SENSORS;

FILLING;

FLOW; INDUSTRIAL APPLICATION; INJECTION MOLDING; MEASUREMENT METHOD; SENSOR;

EID: 4544350234     PISSN: 09215093     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.msea.2004.06.039     Document Type: Article

References (24)

1. R.S. Spencer G.D. Gilmore J. Colloid Sci. 6 1951 118
2. R.L. Ballman T. Shusman H.L. Toor Ind. Eng. Chem. 51 1959 847
3. M.R. Kamal S. Kenig Polym. Eng. Sci. 12 1972 294
4. G. Williams H.A. Lord Polym. Eng. Sci. 15 1975 553
5. D.H. Harry R.C. Parrott Polym. Eng. Sci. 10 1970 209
6. S. Richardson J. Fluid Mech. 56 1972 609
7. C.A. Hieber S.F. Shen Isr. J. Technol. 16 1978 248
8. J.L. White Polym. Eng. Sci. 15 1975 44
9. C.G. Gogos C.-F. Huang L.R. Schmidt Polym. Eng. Sci. 26 1986 1457
10. P.G. Lafleur M.R. Kamal Polym. Eng. Sci. 26 1986 92
11. R.A. Behrens AIChE J. 33 1987 1178
12. S.F. Shen Int. J. Numer. Methods Fluids 4 1984 171
13. B. Friedrichs S.I. Güceri J. Non-Newton Fluid Mech. 49 1993 141
14. K. Sagae M. Koizumi M. Yamakawa JSME Int. J. 37 1994 531
15. J.-F. Hétu et al. Polym. Eng. Sci. 38 1998 223
16. K. Warwick G.W. Irwin K.J. Hunt Neural Networks for Control and Systems 1992 Peter Peregrinus Ltd.
17. S. Haykin Neural Networks: A Comprenhensive Foundation 1994 IEEE Computer Society Press
18. B.A. Pearlmutter IEEE Trans. Neural Netw. 6 1995 1212
19. R.J. Williams D. Zipser Neural Comput. 1 1989 270
20. R.J. Williams D. Zipser Neural Comput. 1 1989 270
21. R.J. Williams J. Peng Neural Comput. 2 1990 490
22. P.J. Werbos Proc. IEEE 78 1990 1550
23. Nerrand O. at al. IEEE Trans. Neural Netw. 5 1994 178
24. Hagan M.T. Menhaj M.B. IEEE Trans. Neural Netw. 5 1994 989.