Tool Breakage Feature Extraction in PCB Micro-hole Drilling Using Vibration Signals

被引：7
|
作者：
Ren, Zhenhua [1 ]
Zheng, Xiaohu [1 ]
An, Qinglong [1 ]
Wang, Chengyong [3 ]
Chen, Ming [1 ,2 ]
机构：
[1] Shanghai Jiao Tong Univ, Sch Mech Engn, Shanghai 200030, Peoples R China
[2] Zhejiang Univ, State Key Lab Fluid Power Transmiss & Control, Hangzhou, Zhejiang, Peoples R China
[3] Guangdong Univ Technol, Guangzhou, Guangdong, Peoples R China
来源：
ULTRA-PRECISION MACHINING TECHNOLOGIES | 2012年 / 497卷
基金：
中国国家自然科学基金;
关键词：
PCB Micro-hole Drilling; Vibration; Wavelet Transform; Tool Breakage; Feature Extraction;
D O I：
10.4028/www.scientific.net/AMR.497.126
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Tool breakage monitoring is crucial to automation fabrication, especially for high-density hole machining, such as PCB (Printed Circuit Board). A tool breakage feature extraction method in PCB micro-hole drilling is presented in this paper. The vibration signal is analyzed by wavelet transform. The decomposed signals energy ratio at each frequency band is computed as monitoring features. The monitoring performance of different features selection is given. The vibration signals are observed to provide the capability in distinguishing micro drill breakage with proper features extraction and classifier design.
引用
收藏
页码：126 / +
页数：3
相关论文
共 50 条
  • [21] Study on thrust force of ultrasonic-assisted vibration micro-hole drilling of titanium alloy
    Gao, Guofu
    Yuan, Zhaojie
    Xia, Ziwen
    Fu, Zongxia
    Xiang, Daohui
    Zhao, Bo
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 112 (11-12): : 3399 - 3413
  • [22] High aspect ratio micro-hole drilling aided with ultrasonic vibration and planetary movement of electrode by micro-EDM
    Yu, Z. Y.
    Zhang, Y.
    Li, J.
    Luan, J.
    Zhao, F.
    Guo, D.
    CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2009, 58 (01) : 213 - 216
  • [23] Micro-hole drilling on glass plates by femtosecond laser pulses
    Kuriyama, N
    Ito, Y
    THIRD INTERNATIONAL SYMPOSIUM ON LASER PRECISION MICROFABRICATION, 2003, 4830 : 567 - 572
  • [24] Research on Micromechanical Drilling of Micro-hole Array in PVC Mask
    Fu Wenkai
    He Ning
    Li Liang
    Zhao Meng
    Bian Rong
    ADVANCES IN MATERIALS MANUFACTURING SCIENCE AND TECHNOLOGY XV, 2014, 770 : 239 - 243
  • [25] Amplitude effect on micro-hole drilling of 3D needled Cf/SiC by ultrasonic vibration
    Wang, Maoxun
    Yu, Huadong
    Xu, Jinkai
    Chen, Guangjun
    Dai, Bin
    Wang, Shen
    CERAMICS INTERNATIONAL, 2021, 47 (24) : 34987 - 35001
  • [26] Research on Surface Topography Characteristics of Laser Micro-hole Drilling
    Ding, Haijuan
    Li, Xiaohai
    Wang, Dong
    2017 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, AUTOMOTIVE AND MATERIALS ENGINEERING (CMAME), 2017, : 28 - 31
  • [27] A review of electrochemical macro- to micro-hole drilling processes
    Sen, MH
    Shan, HS
    INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2005, 45 (02): : 137 - 152
  • [28] Experimental study on ultrasonic vibration–assisted drilling micro-hole of SiCf/SiC ceramic matrix composites
    Bo Huang
    Wenhu Wang
    Ruisong Jiang
    Yifeng Xiong
    Cong Liu
    The International Journal of Advanced Manufacturing Technology, 2022, 120 : 8031 - 8044
  • [29] Vibration Drilling the 0Cr18Ni9Ti Stainless Steel Micro-hole
    Zhang, Peng
    Mei, Changhong
    Guo, Xingyu
    ADVANCED MATERIALS AND PROCESS TECHNOLOGY, PTS 1-3, 2012, 217-219 : 1592 - +
  • [30] Electrical Discharge Drilling of micro-hole on Inconel 718 using Rotary Tubular Electrode
    Giridharan, Abimannan
    Oommen, Jibin
    Srisailesh, V. S.
    Mohan, R.
    MATERIALS TODAY-PROCEEDINGS, 2020, 22 : 1723 - 1730
12345