Online Monitoring System for Micro-Hole Drilling Based on Rough Set Fuzzy Control

Abstract:

An online monitoring method for micro-hole drilling based on rough sets fuzzy control is developed in this article to improve system on too many control rule numbers with strong subjectivity and complicated calculations. Utilize rough sets for reduction of fuzzy control rules and fuzzy control system for real time data processing of drilling capacity, drilling moment and spindle motor current under MATLAB platform. By discovering micro-drill bit abrasion information, online monitoring for micro drilling can be implemented in real time which can effectively prevent micro drill bit from crack.

• Periodical: Key Engineering Materials (Volume 464)
• Pages: 15-19
• DOI: https://doi.org/10.4028/www.scientific.net/KEM.464.15
• Online since: January 2011
• Authors: He Wang, Xue Li, Qi Ming Ju
• Keywords: Fuzzy Control, Micro Hole Drilling, Online Monitoring, Rough Set (RS)

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