Experimental analysis of change detection algorithms for multitooth machine tool fault detection

被引：20

作者：

Renones, Anibal ^{[1
]}

de Miguel, Luis J. ^{[2
]}

Peran, Jose R. ^{[2
]}

机构：

[1] CARTIF Fdn, Parque Tecnol Boecillo, Valladolid 47151, Spain

[2] Univ Valladolid, E-47002 Valladolid, Spain

来源：

MECHANICAL SYSTEMS AND SIGNAL PROCESSING | 2009年 / 23卷 / 07期

关键词：

Tool condition monitoring; Multitooth tools; Change detection; Statistical analysis; MANUFACTURING PROCESSES; CUTTING FORCES; PREDICTION; BREAKAGE; SYSTEM;

D O I：

10.1016/j.ymssp.2009.03.004

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

This paper describes an industrial application of fault diagnosis method for a multitooth machine tool. Different statistical approaches have been used to detect and diagnose insert breakage in multitooth tools based on the analysis of electrical power consumption of the tool drives. Great effort has been made to obtain a robust method, able to avoid any needed re-calibration process, after. for example, a maintenance operation. From the point of view of maintenance costs, these multitooth tools are the most critical part of the machine tools used for mass production in the car industry. These tools integrate different kinds of machining operations and cutting conditions. (C) 2009 Elsevier Ltd. All rights reserved.

引用

页码：2320 / 2335

页数：16

共 26 条

[1] Drilling wear detection and classification using vibration signals and artificial neural network [J].

Abu-Mahfouz, I .

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2003, 43 (07) :707-720

[2]

ALTINTAS Y, 1992, J ENG IND-T ASME, V114, P386

[3] Analytical prediction of stability lobes in ball end milling [J].

Altintas, Y ;

Shamoto, E ;

Lee, P ;

Budak, E .

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 1999, 121 (04) :586-592

[4]

[Anonymous], 2000, MANUFACTURING PROCES

[5]

[Anonymous], 2000, MANUFACTURING AUTOMA, DOI DOI 10.1017/CBO9780511843723

[6] The assessment of cutting tool wear [J].

Astakhov, VP .

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2004, 44 (06) :637-647

[7]

Basseville Michele, 1993, Detection of abrupt changes: theory and application, V104

[8] On-line tool breakage detection in turning: a multi-sensor method [J].

Colgan, J. ;

Chin, H. ;

Danai, K. ;

Hayashi, S.R. .

Journal of engineering for industry, 1994, 116 (01) :117-122

[9]

DU R, 1995, J ENG IND-T ASME, V117, P133, DOI 10.1115/1.2803287

[10]

DU R, 1995, J ENG IND-T ASME, V117, P121, DOI 10.1115/1.2803286

← 1 2 3 →