In-process Monitoring of Tool Behavior and Tool Wear in End Milling by Use of Projection Image

被引:3
|
作者
Yoshimitsu, Shinichi [1 ]
Satonaka, Shinobu [2 ]
Kawano, Yoshihiro [1 ]
Iwamoto, Chihiro [2 ]
Zuo, Dunwen [3 ]
Yamashita, Shunichi [1 ]
机构
[1] 1460-1 Hayatocho Shinkou, Kagoshima 8995193, Japan
[2] 2-39-1, Kurokami, Kumamoto 8608555, Japan
[3] 29 Yudao St, Nanjing 210016, Peoples R China
关键词
monitoring; tool deflection; tool wear; tool behavior; projection image;
D O I
10.4028/www.scientific.net/KEM.523-524.433
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This report describes a two-dimensional monitoring system for milling machines using small-diameter tools. Small-diameter tools are used for high-speed milling, and they are indispensable for high-quality and high-productivity manufacturing. However, tool breakage occasionally occurs, and this becomes a serious problem in automated production. This study aims to develop a system for monitoring the cutting state that can prevent tool breakage. The proposed system consists of two charge-coupled device (CCD) cameras, an image processing device, a man-machine controller (MMC), and a machining center with an open computer numeric (CNC). This monitoring system is connected to the machining center by Ethernet. It enables the precise measurement of tool deflection during high-speed milling. In an experiment, we applied this system to the end milling of a steel plate under different cutting conditions, and we examined the relationship between tool deflection and the cutting conditions. In addition, we applied this monitoring system to measure tool wear, and we examined the relationship between tool deflection and tool wear. It was found that the proposed system enabled in-process monitoring of the cutting state and tool wear.
引用
收藏
页码:433 / +
页数:2
相关论文
共 50 条
  • [21] In-process monitoring of tool temperature in end milling by newly developed compact two-color pyrometer
    Okada, Masato
    Hosokawa, Akira
    Tanaka, Ryutaro
    Ueda, Takashi
    Progress of Machining Technology, Proceedings, 2006, : 281 - 284
  • [22] In-process Tool Wear Monitoring Model Based on LSTM-CNN
    He Y.
    Ling J.
    Wang Y.
    Li Y.
    Wu P.
    Xiao Z.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2020, 31 (16): : 1959 - 1967
  • [23] IN-PROCESS TOOL WEAR AND CHIP-FORM MONITORING IN FACE MILLING OPERATION USING ACOUSTIC-EMISSION
    KAKADE, S
    VIJAYARAGHAVAN, L
    KRISHNAMURTHY, R
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 1994, 44 (3-4) : 207 - 214
  • [24] An approach based on current and sound signals for in-process tool wear monitoring
    Salgado, D. R.
    Alonso, F. J.
    INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2007, 47 (14): : 2140 - 2152
  • [25] Use of image processing to monitor tool wear in micro milling
    Fernandez-Robles, Laura
    Sanchez-Gonzalez, Lidia
    Diez-Gonzalez, Javier
    Castejon-Limas, Manuel
    Perez, Hilde
    NEUROCOMPUTING, 2021, 452 (452) : 333 - 340
  • [26] In-process tool fracture monitoring in face milling using spindle motor current and tool fracture index
    Kim, GD
    Chu, CN
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2001, 18 (06): : 383 - 389
  • [27] In-Process Tool Fracture monitoring in Face Milling Using Spindle Motor Current and Tool Fracture Index
    G.D. Kim
    C.N. Chu
    The International Journal of Advanced Manufacturing Technology, 2001, 18 : 383 - 389
  • [28] In-process tool wear detection by using tool-work contact resistance change for intermittent cutting process in face milling
    Murata, Mitsuaki
    Kurokawa, Syuhei
    Ohnishi, Osamu
    Doi, Toshiro
    Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, 2013, 79 (803): : 2546 - 2557
  • [29] In-process monitoring of end milling cutter runout
    Hekman, KA
    Liang, SY
    MECHATRONICS, 1997, 7 (01) : 1 - 10
  • [30] In-process direct monitoring method for milling tool failures using a laser sensor
    AIST, Ibaraki, Japan
    CIRP Ann Manuf Technol, 1 (97-100):