Investigation on tool wear progress of coated cemented carbide tool based on surface strain
Source abstract
Abstract
The online characterization of tool wear progress is important to achieve the early warning of tool replacement. In this paper, tool wear experiments were conducted with the coated cemented carbide tool, surface strain is novelty proposed to characterize tool wear progress. It is found that tool wear mechanisms include the adhesive wear, abrasive wear, micro chipping, coating delamination and oxidative wear. The tool wear progress is the coordinated and competitive action of multiple tool wear mechanisms. Surface strain is recorded by surface strain sensor on tool holder. The results indicate that surface strain is consistent to force signal, but with the less signal attenuation and external high frequency noise interference due to the shorter transmission path. Both time and frequency domain features of surface strain, includes the average value, peak value, peak-valley value and variance, not only exhibit high distinguishability of three tool wear stages, but also can reflect the related wear mechanisms in tool wear progress. The results prove surface strain is an effective method to characterize tool wear progress.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Advanced machining processes and optimization · Metal and Thin Film Mechanics · Advanced Surface Polishing Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (26)
Show source-provided references
1. Study on the tool wear and its effect of PCD tool in micro milling of tungsten carbide10.1016/j.ijrmhm.2018.07.010 ↗
2. Intelligent management and control technology of cutting tool life-cycle for intelligent manufacturing10.3901/JME.2021.10.196 ↗
3. Sensor-based intelligent tool online monitoring technology: applications and progress10.1088/1361-6501/ad66f1 ↗
4. Kuntoglu M, Aslan A, Pimenov DY, Usca ÜA, Salur E, Gupta MK, Mikolajczyk T, Giasin K, Kaplonek W, Sharma S. A review of indirect tool condition monitoring systems and decision-making methods in turning: critical analysis and trends. Sensors, 21: 108.10.3390/s21010108 ↗
5. Predicting cutting tool life: models, modelling, and monitoring10.1007/s00170-024-14961-2 ↗
6. Advance monitoring of hole machining operations via intelligent measurement systems: a critical review and future trends10.1016/j.measurement.2022.111757 ↗
7. Arc-erosion behavior of boric oxide-reinforced silver-based electrical contact materials produced by mechanical alloying10.1007/s11664-014-3399-4 ↗
8. Effect of cubic and hexagonal boron nitride additions on the synthesis of Ag-SnO2 electrical contact material10.1166/jno.2019.2592 ↗
9. Review of cutting temperature measurement methods10.3390/ma16196365 ↗
10. Tool wear intelligent monitoring techniques in cutting: a review10.1007/s12206-022-1229-9 ↗
11. A new life-test equipment designed for medium-duty electromagnetic contactors
12. The wear and arc erosion behavior of novel copper based functionally graded electrical contact materials fabricated by hot pressing assisted electroless plating10.1016/j.apt.2021.05.053 ↗
13. Investigation of the effect of different current loads on the arc-erosion performance of electrical contacts10.12693/APhysPolA.129.656 ↗
14. Fabrication and arc-erosion behavior of Ag8SnO2 electrical contact materials under inductive loads10.12693/APhysPolA.131.339 ↗
15. Tool wear monitoring through online measured cutting force and cutting temperature during face milling Inconel 71810.1007/s00170-022-09950-2 ↗
16. A comparative study of force models in monitoring the flank wear using the cutting force coefficients10.1177/09544062221111706 ↗
17. Milling force coefficients-based tool wear monitoring for variable parameter milling10.1007/s00170-022-08823-y ↗
18. Tool condition monitoring of the cutting capability of a turning tool based on thermography10.3390/s21196687 ↗
19. Tool wear process monitoring by damping behavior of cutting vibration for milling process10.1016/j.jmapro.2023.07.077 ↗
20. Researches on tool wear progress in mill-grinding based on cutting force and acceleration signal10.1016/j.measurement.2023.113234 ↗
21. Monitoring the condition of the cutting tool using self-powering wireless sensor technologies10.1007/s00170-016-8939-z ↗
22. Application of measurement systems in tool condition monitoring of milling: a review of measurement science approach10.1016/j.measurement.2022.111503 ↗
23. Cutting tool wear monitoring based on a smart toolholder with embedded force and vibration sensors and an improved residual network10.1016/j.measurement.2022.111520 ↗
24. Tool condition monitoring in milling using cutting force and temperature data from an instrumented milling head10.1007/s00170-025-16229-9 ↗
25. Temperature measurement performance of thin-film thermocouple cutting tool in turning titanium alloy10.1016/j.ceramint.2022.09.193 ↗
26. Real-time tool wear monitoring using thin-film thermocouple