A practical monitoring strategy for machining process control

C. S. Leem

doi:10.1080/002075497195533

A practical monitoring strategy for machining process control

C. S. Leem

Department of Industrial Engineering

Research output: Contribution to journal › Article

5 Citations (Scopus)

Abstract

A practical sensor-based monitoring strategy is developed and discussed in terms of tool wear monitoring as the feature application. The strategy is characterized by the synthesized signal-interpretation with sensor information generated at neighbouring time points. Based on careful consideration on signal processing scheme, wear progress, and the effect of cutting conditions, several synthesis methods are provided and evaluated with machining data. In experiments, the monitoring performance is significantly improved by the synthesis, and is close to one required for the implementation in industries. Also, detailed suggestions to enhance practicality and reliability of the synthesis methods are made.

Original language	English
Pages (from-to)	1051-1066
Number of pages	16
Journal	International Journal of Production Research
Volume	35
Issue number	4
DOIs	https://doi.org/10.1080/002075497195533
Publication status	Published - 1997 Apr

All Science Journal Classification (ASJC) codes

Strategy and Management
Management Science and Operations Research
Industrial and Manufacturing Engineering

Access to Document

10.1080/002075497195533

Fingerprint Dive into the research topics of 'A practical monitoring strategy for machining process control'. Together they form a unique fingerprint.

Cite this

Leem, C. S. (1997). A practical monitoring strategy for machining process control. International Journal of Production Research, 35(4), 1051-1066. https://doi.org/10.1080/002075497195533

@article{b7bc65e1d78f488da6cab7f43962efce,

title = "A practical monitoring strategy for machining process control",

abstract = "A practical sensor-based monitoring strategy is developed and discussed in terms of tool wear monitoring as the feature application. The strategy is characterized by the synthesized signal-interpretation with sensor information generated at neighbouring time points. Based on careful consideration on signal processing scheme, wear progress, and the effect of cutting conditions, several synthesis methods are provided and evaluated with machining data. In experiments, the monitoring performance is significantly improved by the synthesis, and is close to one required for the implementation in industries. Also, detailed suggestions to enhance practicality and reliability of the synthesis methods are made.",

author = "Leem, {C. S.}",

year = "1997",

month = apr,

doi = "10.1080/002075497195533",

language = "English",

volume = "35",

pages = "1051--1066",

journal = "International Journal of Production Research",

issn = "0020-7543",

publisher = "Taylor and Francis Ltd.",

number = "4",

}

TY - JOUR

T1 - A practical monitoring strategy for machining process control

AU - Leem, C. S.

PY - 1997/4

Y1 - 1997/4

N2 - A practical sensor-based monitoring strategy is developed and discussed in terms of tool wear monitoring as the feature application. The strategy is characterized by the synthesized signal-interpretation with sensor information generated at neighbouring time points. Based on careful consideration on signal processing scheme, wear progress, and the effect of cutting conditions, several synthesis methods are provided and evaluated with machining data. In experiments, the monitoring performance is significantly improved by the synthesis, and is close to one required for the implementation in industries. Also, detailed suggestions to enhance practicality and reliability of the synthesis methods are made.

AB - A practical sensor-based monitoring strategy is developed and discussed in terms of tool wear monitoring as the feature application. The strategy is characterized by the synthesized signal-interpretation with sensor information generated at neighbouring time points. Based on careful consideration on signal processing scheme, wear progress, and the effect of cutting conditions, several synthesis methods are provided and evaluated with machining data. In experiments, the monitoring performance is significantly improved by the synthesis, and is close to one required for the implementation in industries. Also, detailed suggestions to enhance practicality and reliability of the synthesis methods are made.

UR - http://www.scopus.com/inward/record.url?scp=0031125748&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0031125748&partnerID=8YFLogxK

U2 - 10.1080/002075497195533

DO - 10.1080/002075497195533

M3 - Article

AN - SCOPUS:0031125748

VL - 35

SP - 1051

EP - 1066

JO - International Journal of Production Research

JF - International Journal of Production Research

SN - 0020-7543

IS - 4

ER -