Title :
Planning production and preventive maintenance in a flexible manufacturing system: a stochastic control approach
Author :
Boukas, K. ; Haurie, A.
Author_Institution :
GERAD, Montreal, Que., Canada
Abstract :
The authors deal with a continuous-time stochastic control model designed for planning production and preventive maintenance in a flexible manufacturing system. This model extends previous formulations due to G.J. Olsder and R. Suri (1980) or J. Kimemia and S.B. Gershwin (1985) by including an age-dependent machine failure rate and by allowing the control to influence some jump rates (namely, the preventive maintenance activities). By using an adaptation to the case of piecewise deterministic systems of the approximation technique initially proposed by H.J. Kushner (1977) in the realm of the optimal control of diffusions, it is shown how it is possible to compute the optimal control for a two-machine system
Keywords :
flexible manufacturing systems; maintenance engineering; optimal control; production control; stochastic systems; FMS; flexible manufacturing system; jump rates; machine failure rate; optimal control; preventive maintenance; production planning; stochastic control; two-machine system; Control system synthesis; Dynamic programming; Equations; Flexible manufacturing systems; Markov processes; Optimal control; Preventive maintenance; Production planning; Production systems; Stochastic systems;
Conference_Titel :
Decision and Control, 1988., Proceedings of the 27th IEEE Conference on
Conference_Location :
Austin, TX
DOI :
10.1109/CDC.1988.194746