Manufacturing flow control and preventive maintenance: A stochastic control approach

Manufacturing flow control and preventive maintenance: A stochastic control approach

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Article ID: iaor1991604
Country: United States
Volume: 35
Issue: 9
Start Page Number: 1024
End Page Number: 1031
Publication Date: Sep 1990
Journal: IEEE Transactions On Automatic Control
Authors: ,
Keywords: production
Abstract:

This paper deals with a continuous-time stochastic flow control model designed for planning production and preventive maintenance in a flexible manufacturing system. This model extends previous formulations by including an age dependent machine failure rate and by allowing the control to influence some jump rates (viz. the preventive maintenance activities). By using an adaptation to the case of piecewise deterministic systems of the approximation technique initially proposed by Kushner in the realm of the optimal control of diffusions, one shows how it is possible to compute the optimal control for a two-machine system.

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