Optimal control of an unreliable machine using fuzzy-logic control: From design to implementation

International Journal of Production Research

Volumn 43, Issue 21, 2005, Pages 4509-4537

  Yuniarto, M N ^a   Labib, A W ^b  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b UNIVERSITY OF PORTSMOUTH   (United Kingdom)

Author keywords

Fuzzy logic; Hedging point; Intelligent manufacturing system; Optimal control; Unreliable machine

Indexed keywords

COMPUTER SIMULATION; DECISION MAKING; FUZZY SETS; OPTIMAL CONTROL SYSTEMS; PERFORMANCE;

HEDGING POINT; UNRELIABLE MACHINE;

FUZZY CONTROL;

EID: 31744439299     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207540500142969     Document Type: Article

References (18)

1. Akella, R. and Kumar, P.R., Optimal control of production rate in a failure-prone manufacturing system. IEEE Trans. Automat. Control, 1986, AC-31(2), 116-126.
2. Bielecki, T.R. and Kumar, P.R., Optimality of zero-inventory policies for unreliable manufacturing systems. Operat. Res., 1988, 36(4), 532-541.
3. Chen, G. and Pham, T.T., Fuzzy Sets, Fuzzy Logic and Fuzzy Control Systems, 2000 (CRC Press: Boca Raton, FL).
4. Cox, E., Fuzzy fundamentals. IEEE Sped. Mag., 1992, October, 58-61.
5. Feng, Y. and Xiao, B., Optimal threshold control in discrete failure-prone manufacturing system. IEEE Trans. Autom. Control, 2002, 47(7), 1167-1174.
6. Gershwin, S.B., Manufacturing Systems Engineering, 1994 (Prentice-Hall: Englewood Cliffs, NJ).
7. Gershwin, S.B., Akella, R. and Choong, Y., Short-term production scheduling of an automated manufacturing facility, Massachusetts Institute of Technology Laboratory for Information and Decision Systems Report, LIDS-FR-1356, 1984.
8. Gharbi, A. and Kenne, J.P., Optimal production control problem in stochastic multiple-product multiple-machine manufacturing systems. IIE Trans., 2003, 35(10), 941-952.
9. Kenne, J.P. and Gharbi, A., A simulation optimization approach in production of failure-prone manufacturing systems. J. Intell. Manuf., 2003, 12, 421-431.
10. Kimemia, J.G. and Gershwin, S.B., An algorithm for the computer control of production in flexible manufacturing systems, Massachusetts Institute of Technology Laboratory for Information and Decision Systems Report, LIDS-P-1134 Revised, 1983.
11. Lee, C.C., Fuzzy logic in control system: fuzzy logic controller - part I. IEEE Trans. Syst. Man Cybernet., 1990, 20(2), 404-418.
12. Pedrycz, W., Why triangular membership functions. Fuzzy Sets Systems, 1994, 64, 21-30.
13. Perkins, J.R., Optimal control of failure-prone manufacturing systems with constant repair times. Ann. Operat. Res., 2004, 125, 233-261.
14. Sharifnia, A., Production control of a manufacturing systems with multiple machine states. IEEE Trans. Autom. Control, 1988, AC-33(7), 620-625.
15. Vanegas, L. and Labib, A.W., A FQFD model for deriving optimum targets. Int. J. Prod. Res., 2001a, 39(1), 99-120.
16. Vanegas, L. and Labib, A.W., Application of new fuzzy weighted average (NFWA) method to engineering design evaluation. Int. J. Prod. Res., 2001b, 39(6), 1147-1162.
17. Yuniarto, M.N., Intelligent real-time control and monitoring of a failure-prone manufacturing system: a fuzzy logic approach. PhD thesis, The University of Manchester, 2004.
18. Zhang, R. and Phillis, Y.A., Fuzzy control of queuing systems with heterogeneous server. IEEE Trans. Fuzzy Syst., 1999, 7(1), 17-25.