A tool breakage detection system using an accelerometer sensor

An on-line and in-process based monitoring system to detect tool breakage via an accelerometer was developed and successfully evaluated in an end milling operation. Prior to testing and evaluation of the tool breakage condition, a simulation model was developed. Transfer of the on-line vibration signal to the frequency domain employed the fast fourier transfer function, and set thresholds were used to determine the tool condition after various experimental tests. In comparison to other in-process methods, such as those that employ dynamometers and acoustic emission sensors, the proposed system is easy to set up and does not require changing of the mechanism. Additional benefits of the system are its high reliability and low cost. Thus, the new monitoring system is potentially useful for untended milling operations in on-line and real-time tool breakage detection in linked-cell manufacturing systems (L-CMS).

[1]  Ibrahim N. Tansel,et al.  Detection of tool breakage in milling operations—II. The neural network approach , 1993 .

[2]  J. Tlustý,et al.  Special Aspects of Chatter in Milling , 1983 .

[3]  T. J. Ko,et al.  On-line monitoring of tool breakage in face milling using a self-organized neural network , 1995 .

[4]  David Dornfeld,et al.  A Model of Tool Fracture Generated Acoustic Emission During Machining , 1987 .

[5]  N. K. Mehta,et al.  An investigation of tool wear and the vibration spectrum in milling , 1983 .

[6]  Joseph C. Chen,et al.  A fuzzy-nets tool-breakage detection system for end-milling operations , 1996 .

[7]  George Sweeney Vibration of machine tools , 1971 .

[8]  C. Y. Jiang,et al.  In-Process Monitoring of Tool Wear Stage by the Frequency Band-Energy Method , 1987 .

[9]  Ruxu Du,et al.  In-process monitoring of tool wear in milling using cutting force signature , 1991 .

[10]  Yusuf Altintas,et al.  In-process detection of tool breakages using time series monitoring of cutting forces , 1988 .

[11]  Y. S. Tarng,et al.  Sensing tool breakage in face milling with a neural network , 1994 .

[12]  Ibrahim N. Tansel,et al.  Detection of tool breakage in milling operations-I , 1993 .

[13]  Ming-Shong Lan,et al.  In-Process Detection of Tool Breakage in Milling , 1986 .

[14]  J. Tlusty,et al.  A Critical Review of Sensors for Unmanned Machining , 1983 .

[15]  A. Poularikas The transforms and applications handbook , 2000 .

[16]  S. M. Wu,et al.  Monitoring Drilling Wear States by a Fuzzy Pattern Recognition Technique , 1988 .

[17]  Yusuf Altintas,et al.  In-Process Detection of Tool Failure in Milling Using Cutting Force Models , 1989 .

[18]  Y. S. Tarng,et al.  A sensor for the detection of tool breakage in NC milling , 1993 .

[19]  T. I. El-Wardany,et al.  Tool condition monitoring in drilling using vibration signature analysis , 1996 .

[20]  D. Dornfeld,et al.  In-Process Tool Fracture Detection , 1984 .

[21]  William Barkman In-process quality control for manufacturing , 1989 .