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 | |
| Publication status | Published - 1997 Jan 1 |
Fingerprint
All Science Journal Classification (ASJC) codes
- Strategy and Management
- Management Science and Operations Research
- Industrial and Manufacturing Engineering
Cite this
}
A practical monitoring strategy for machining process control. / Leem, Choon Seong.
In: International Journal of Production Research, Vol. 35, No. 4, 01.01.1997, p. 1051-1066.Research output: Contribution to journal › Article
TY - JOUR
T1 - A practical monitoring strategy for machining process control
AU - Leem, Choon Seong
PY - 1997/1/1
Y1 - 1997/1/1
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
VL - 35
SP - 1051
EP - 1066
JO - International Journal of Production Research
JF - International Journal of Production Research
SN - 0020-7543
IS - 4
ER -