Networked Control Based on Fuzzy Logic. An Application to a High-Performance Milling Process
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- Haber R.E., Schmittdiel M., Alique A., Bustillo A., Galán R. (2007) Networked Control Based on Fuzzy Logic. An Application to a High-Performance Milling Process. In: Sandoval F., Prieto A., Cabestany J., Graña M. (eds) Computational and Ambient Intelligence. IWANN 2007. Lecture Notes in Computer Science, vol 4507. Springer, Berlin, Heidelberg
Network-based applications are essential to providing intelligence to complex electromechanical processes through networked control systems (NCS). The focus of this paper is the design and application of fuzzy logic control for a type of NCSs. In order to assess its feasibility, a networked control system for high-performance milling process, a type of a complex electromechanical process, is implemented on a multi-point interface (MPI) bus, a proprietary programming interface port for peer-to-peer communications that resembles the PROFIBUS protocol. The manipulated input variable the feed rate as well as the control output variable, spindle torque, are transmitted through this network. A simple computational procedure can run remotely as an optimization function without requiring additional hardware. The results demonstrate that the Fuzzy Logic-based strategy provides accuracy, and adequate machining production time thus increasing the metal removal rate.
Keywordsnetworked control fuzzy logic high-performance machining
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