Measurement of nose radius wear in turning tools from a single 2D image using machine vision

被引:13
作者
Mook, W. K. [1 ]
Shahabi, H. H. [1 ]
Ratnam, M. M. [1 ]
机构
[1] Univ Sains Malaysia, Sch Mech Engn, Nibong Tebal 14300, Penang, Malaysia
关键词
Nose wear; Cutting tools; Machine vision; SURFACE FINISH; FLANK WEAR; CRATER WEAR; ROUGHNESS; LIFE;
D O I
10.1007/s00170-008-1712-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Flank and crater wear in cutting tools have been extensively studied in the past using direct and indirect methods. In finish and hard turning, however, nose radius wear plays a greater role in determining the surface quality of the finished product. This is due to the direct interaction between the tool nose area and the workpiece during machining. Nose radius wear can be measured from the 2D profiles of the tool before and after machining using a vision method. This approach, however, requires two images of cutting tools to be recorded and precisely aligned before subtraction. This work proposes a new method of measuring nose wear area from a single 2D image of the worn tool. The nose profile is extracted in the Cartesian coordinates and converted to a polar-radius plot. From the plot, the nose wear area is determined by simple subtraction.
引用
收藏
页码:217 / 225
页数:9
相关论文
共 13 条
[1]   Role of temperature and surface finish in predicting tool wear using neural network and design of experiments [J].
Choudhury, SK ;
Bartarya, G .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2003, 43 (07) :747-753
[2]   Cutting tool crater wear measurement with white light interferometry [J].
Devillez, A ;
Lesko, S ;
Mozer, W .
WEAR, 2004, 256 (1-2) :56-65
[3]   Study of tool life, surface roughness and vibration in machining nodular cast iron with ceramic tool [J].
Ghani, AK ;
Choudhury, IA ;
Husni .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2002, 127 (01) :17-22
[4]   New approach in tool wear measuring technique using CCD vision system [J].
Jurkovic, J ;
Korosec, M ;
Kopac, J .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2005, 45 (09) :1023-1030
[5]   Assessment and visualisation of machine tool wear using computer vision [J].
Kerr, D ;
Pengilley, J ;
Garwood, R .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2006, 28 (7-8) :781-791
[6]   Study of tool wear and surface roughness in machining of homogenised SiC-p reinforced aluminium metal matrix composite [J].
Kiliçkap, E ;
Çakir, O ;
Aksoy, M ;
Inan, A .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2005, 164 :862-867
[7]   A novel approach to quantifying tool wear and tool life measurements for optimal tool management [J].
Kwon, Y ;
Fischer, GW .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2003, 43 (04) :359-368
[8]   Modelling of surface finish and tool flank wear in turning of AISI D2 steel with ceramic wiper inserts [J].
Ozel, Tugrul ;
Karpat, Yigit ;
Figueira, Luis ;
Davim, J. Paulo .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2007, 189 (1-3) :192-198
[9]   Effect of tool wear on surface finish for a case of continuous and interrupted hard turning [J].
Pavel, R ;
Marinescu, I ;
Deis, M ;
Pillar, J .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2005, 170 (1-2) :341-349
[10]   On-line monitoring of tool wear in turning operation in the presence of tool misalignment [J].
Shahabi, H. H. ;
Ratnam, M. M. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2008, 38 (7-8) :718-727