WANG Zhong min, WANG Xin yi, CHEN Ai di, JIA Yu ping. Monitoring Tool Wear States in Turning Based on Wavelet Analysis[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2001, 10(1): 101-107.
Citation:
WANG Zhong min, WANG Xin yi, CHEN Ai di, JIA Yu ping. Monitoring Tool Wear States in Turning Based on Wavelet Analysis[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2001, 10(1): 101-107.
WANG Zhong min, WANG Xin yi, CHEN Ai di, JIA Yu ping. Monitoring Tool Wear States in Turning Based on Wavelet Analysis[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2001, 10(1): 101-107.
Citation:
WANG Zhong min, WANG Xin yi, CHEN Ai di, JIA Yu ping. Monitoring Tool Wear States in Turning Based on Wavelet Analysis[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2001, 10(1): 101-107.
To monitor the tool wear states in turning, a new way based on the wavelet transformation to get the signal characters, which can reflect the tool wear states, was proposed. Using discrete dyadic wavelet transform, the acoustic emission(AE) signal of cutting process was decomposed; the root mean square(RMS) values of the decomposed signals at different scales were taken as the feature vector; the technique of fuzzy pattern identification was used to real time monitor the tool wear states. Based on choosing the suitable standard samples, this method can correctly identify the tool wear states. Experiments showed that the technique based on wavelet analysis is suitable for real time implementation in manufacturing application.
Xu Chunguang,Wang Xinyi,Xiao Dingguo.A new way of monitoring cutting tool states[J] .Journal of Beijing Institute of Technology(in Chinese),1994,14(1):46-51.
[2]
Gong Weiguo,Obikawa Toshiyuki.Monitoring of tool wear states in turning based on waveletanalysis[J] .J SM E Int J Series C,1997,40(3):447-453.
[3]
Qin Qianqing,Yang Zhongkai.Practical wavelet analysis[M] .Xi’an:Xidian University Press,1994.54-60.
[4]
Geng Zhongxing.The principle of wavelet packet and its application in mechanical fault diagnosis[J] .Signal Process,1994,10(4):244-249.
[5]
Huang Chongfu,Wang Jiading.Fuzzy information analysis and application[M] .Beijing:BeijingTeacher2Training University Press,1992.136-163.