scholarly journals Review of Tool Condition Monitoring Methods

2018 ◽  
Vol 179 (37) ◽  
pp. 29-32
Author(s):  
Ramesh Visariya ◽  
Ronak Ruparel ◽  
Rahul Yadav
Keyword(s):  
Condition Monitoring ◽  
Tool Condition Monitoring ◽  
Monitoring Methods ◽  
Tool Condition

scholarly journals Tool Condition Monitoring in Milling Process Based on Multi-Dource Pattern Recognition Model

2021 ◽  
Author(s):  
Kui Liang ◽  
Wei Dai ◽  
Tingting Huang ◽  
Zhiyuan Lu
Keyword(s):  
Pattern Recognition ◽  
Condition Monitoring ◽  
Milling Process ◽  
Tool Condition Monitoring ◽  
Monitoring Methods ◽  
Model Framework ◽  
Recognition Model ◽  
Practical Applications ◽  
Transfer Path ◽  
Tool Condition

Abstract In the milling process of metallic parts, appropriate tool condition is essential to reducing processing faults and ensuring manufacturing quality. However, the existing condition monitoring methods are usually limited by recognizing intermediate abnormal states in milling processing, which is inefficient and impractical for real practical applications. Therefore, this paper proposes a Tool condition monitoring (TCM) method in milling process based on multi-source pattern recognition and state transfer path. Firstly, improved K-Means clustering method is used to generate multiple patterns of tool wear. Secondly, a multi-source pattern recognition model framework is developed, and the multiple observation windows and the pattern transfer path are considered in multi-source pattern recognition model. Lastly, PHM2010 datasets are used to verify the feasibility of the proposed method, and the results demonstrate the applicability of the proposed method in practice for tool condition monitoring.

scholarly journals Applicability of Tool Condition Monitoring Methods Used for Conventional Milling in Micromilling: A Comparative Review

2014 ◽  
Vol 2014 ◽  
pp. 1-8 ◽  
Author(s):  
Soumen Mandal
Keyword(s):  
Condition Monitoring ◽  
Cutting Tools ◽  
Milling Process ◽  
Tool Condition Monitoring ◽  
Research Trend ◽  
Monitoring Methods ◽  
Nose Radius ◽  
Continuous Contact ◽  
Tool Condition ◽  
Comparative Review

Micromilling is a contact based material removal process in which a rotating tool with nose radius in microns is fed over a stationary workpiece. In the process small amount of material gets chipped off from the workpiece. Due to continuous contact between tool and workpiece significant damage occurs to the cutting tools. Mitigating tool damage to make micromilling systems more reliable for batch production is the current research trend. In macroscale or conventional milling process a number of methods have been proposed for tool condition monitoring. Few of them have been applied for micromilling. This paper reviews different methods proposed and used in last two decades for monitoring the condition of micromilling tools. Applicability of tool condition monitoring methods used in conventional milling has been compared with the similar ones proposed for micromilling. Further, the challenges and opportunities on the applicability issues have been discussed.

scholarly journals Remote acoustic analysis for tool condition monitoring

2019 ◽  
Vol 38 ◽  
pp. 840-847
Author(s):  
James Coady ◽  
Daniel Toal ◽  
Thomas Newe ◽  
Gerard Dooly
Keyword(s):  
Condition Monitoring ◽  
Acoustic Analysis ◽  
Tool Condition Monitoring ◽  
Tool Condition

Application of spindle power signals in tool condition monitoring based on HHT algorithm

2019 ◽  
Vol 106 (3-4) ◽  
pp. 1385-1395
Author(s):  
Bin Shen ◽  
Yufei Gui ◽  
Biao Chen ◽  
Zichao Lin ◽  
Qi Liu ◽  
...  
Keyword(s):  
Condition Monitoring ◽  
Tool Condition Monitoring ◽  
Tool Condition ◽  
Spindle Power

scholarly journals Acoustic Emission Studies on Carbon/Phenolic Ablative Composites using PCD and PCBN Tools

1999 ◽  
Vol 8 (3) ◽  
pp. 096369359900800 ◽  
Author(s):  
P. S. Sreejith ◽  
R. Krishnamurthy
Keyword(s):  
Acoustic Emission ◽  
Condition Monitoring ◽  
Cutting Tool ◽  
Tool Condition Monitoring ◽  
Tool Condition ◽  
The Status ◽  
Emission Studies ◽  
Pcbn Tools ◽  
Cutting Speeds ◽  
Phenolic Composite

During manufacturing, the performance of a cutting tool is largely dependent on the conditions prevailing over the tool-work interface. This is mostly dependent on the status of the cutting tool and work material. Acoustic emission studies have been performed on carbon/phenolic composite using PCD and PCBN tools for tool condition monitoring. The studies have enabled to understand the tool behaviour at different cutting speeds.

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