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Intelligent control system for HSM

Vallejo A., Morales-Menendez R., Elizalde-Siller H.

Journal of Automation Mobile Robotics and Intelligent Systems

2009

Vol. 3, No. 3

54-63

Next-generation of High-Speed Machining (HSM) systems demand advanced features such as intelligent control under uncertainty. This requires, in turn, an efficient administration and optimization of all system's resources towards a previously identified objective. This work presents an optimization system based on Markov Decision Process (MDP), where an intelligent control guides the actions of the operator in peripheral milling processes. Early results suggest that MDP framework can cope with this application, yielding several benefits, which are discussed in detail. Future work will address the full integration of the developed optimization scheme within a commercial machining center.