Due-date assignment in wafer fabrication using artificial neural networks

International Journal of Advanced Manufacturing Technology

Volumn 23, Issue 9-10, 2004, Pages 768-775

  Sha, D Y ^a   Hsu, S Y ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

Artificial neural network; Due date assignment; Shop floor control; Simulation; Wafer fabrication

Indexed keywords

ARTIFICIAL INTELLIGENCE; BENCHMARKING; COMPUTER SIMULATION; MICROPROCESSOR CHIPS; REGRESSION ANALYSIS; SEMICONDUCTOR DEVICE MANUFACTURE; STATISTICAL METHODS;

ARTIFICIAL NEURAL NETWORK (ANN); DUE-DATE ASSIGNMENT; SHOP FLOOR CONTROL; WAFER FABRICATION;

NEURAL NETWORKS;

EID: 2942642529     PISSN: 02683768     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00170-003-1644-8     Document Type: Review

References (17)

1. Chung SH, Yang MH, Cheng CM (1997) The design of due date assignment model and the determination of flow time control parameters for the wafer fabrication factories. IEEE Transaction on Component, Packaging, and Manufacturing Technology - Part C 20:278-287
2. Smith ML, Seidman A (1993) Due date selection procedure for job shop simulation. Comput Ind Eng 7:297-320
3. Cheng TCE, Gupta MC (1989) Survey of scheduling research involving due date determination decisions. Eur J Oper Res 38:156-166
4. Eilon S, Chowdhury IG (1976) Due-date in job shop scheduling. Int J Prod Res 14:223-138
5. Vig MM, Dooley KJ (1991) Dynamic rules for due-date assignment. Int J Prod Res 29:1361-1377
6. Weeks JK (1979) A simulation study of predictable due-dates. Manage Sci 25:363-373
7. Kaplan AC, Urnal AT (1993) A probabilistic cost-based due date assignment model for job shops. Int J Prod Res 31:2817-2834
8. Enns ST (1993) Job shop flow time prediction and tardiness control using queue analysis. Int J Prod Res 31:2045-2057
9. Smith CH, Minor ED, Wen HJ (1995) Regression-based due date assignment rules for improved assembly shop performance. Int J Prod Res 33:2375-2385
10. Philipoom PR, Rees LR, Wiegmann L (1994) Using artificial neural networks to determine internally-set due-date assignments for shop scheduling. Decis Sci 25:825-847
11. Fausett L (1994) Fundamentals of neural networks. Prentice-Hall, New York
12. Udo GJ (1992) Neural networks applications in manufacturing process. Comput Ind Eng 23:97-100
13. Ragatz GL, Mabert VA (1984) A simulation analysis of due date assignment rules. J Oper Manage 5:27-39
14. Huang CL, Huang YH, Chang TY, Chang SH, Chung CH, Huang DT, Li RK (1999) The construction of production performance prediction system for semiconductor manufacturing with artificial neural networks. Int J Prod Res 37:1387-1402
15. Chang FCR (1994) A study of factors affecting due-date predictability in a simulation dynamic job shops. J Manuf Syst 13:393-400
16. Shyur HJ, Luxhoj JT, Williams TP (1996) Using neural networks to predict component inspection requirements for aging aircraft. Comput Ind Eng 30:257-267
17. Rumelhart DE, Mcclelland JL (1989) Parallel distributed processing: explorations in the microstructure of cognition, vol. 1. MIT Press, Cambridge