Grinding surface roughness prediction for silicon nitride ceramics: A dynamic grinding force and frequency domain approach
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Advanced machining processes and optimization · Advanced Surface Polishing Techniques · Advanced Machining and Optimization Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (41)
Show source-provided references
1. Simulation and experimental research on subsurface damage of silicon nitride grinding10.1016/j.ceramint.2018.02.014 ↗
2. Effects of grinding parameters on surface quality in silicon nitride grinding10.1016/j.ceramint.2016.10.135 ↗
3. Microstructural and reliability in grinding of silicon nitride10.1016/j.msea.2004.03.033 ↗
4. Precision grinding of silicon nitride ceramic with laser macro-structured diamond wheels10.1016/j.optlastec.2018.08.021 ↗
5. Wear of diamond grinding wheels and material removal rate of silicon nitrides under different machining conditions10.1016/j.matlet.2006.04.004 ↗
6. Integrated assessment and optimization of dual environment and production drivers in grinding10.1016/j.energy.2023.127046 ↗
7. Development of a probabilistic algorithm of surface residual materials on Si3N4 ceramics under longitudinal torsional ultrasonic grinding10.1016/j.ceramint.2022.01.060 ↗
8. Grinding mechanisms for ceramics10.1016/S0007-8506(07)60511-3 ↗
9. Material removal mechanism and grinding force modelling of ultrasonic vibration assisted grinding for SiC ceramics10.1016/j.ceramint.2016.11.066 ↗
10. The grinding force modeling and experimental study of ZrO2 ceramic materials in ultrasonic vibration assisted grinding10.1016/j.ceramint.2019.01.216 ↗
11. Grinding characteristics, material removal and damage formation mechanisms in high removal rate grinding of silicon carbide10.1016/j.ijmachtools.2010.08.008 ↗
12. Experimental investigations of machining characteristics and removal mechanisms of advanced ceramics in high speed deep grinding10.1016/S0890-6955(03)00050-6 ↗
13. 2D/3D ground surface topography modeling considering dressing and wear effects in grinding process10.1016/j.ijmachtools.2013.07.002 ↗
14. Modeling and predicting surface roughness of the grinding process10.1016/S0890-6955(02)00011-1 ↗
15. Modeling and prediction of surface roughness in ceramic grinding10.1016/j.ijmachtools.2010.08.009 ↗
16. Surface roughness modeling for grinding of Silicon Carbide ceramics considering co-existence of brittleness and ductility10.1016/j.ijmecsci.2017.07.061 ↗
17. Study on surface roughness model and surface forming mechanism of ceramics in quick point grinding10.1016/j.ijmachtools.2013.11.001 ↗
18. Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth10.1007/s10845-017-1381-8 ↗
19. Modelling of surface roughness and grinding forces using artificial neural networks with assessment of the ability to data generalisation10.1007/s00170-017-0949-y ↗
20. Investigation on surface morphology model of Si3N4 ceramics for rotary ultrasonic grinding machining based on the neural network10.1016/j.apsusc.2016.11.044 ↗
21. Segmentation-based deep-learning approach for surface-defect detection10.1007/s10845-019-01476-x ↗
22. Predictive modelling and Pareto optimization for energy efficient grinding based on aANN-embedded NSGA II algorithm10.1016/j.jclepro.2021.129479 ↗
23. Real-time monitoring of silica ceramic composites grinding surface roughness based on signal spectrum analysis10.1016/j.ceramint.2021.11.281 ↗
24. Online prediction of grinding wheel condition and surface roughness for the fused silica ceramic composite material based on the monitored power signal10.1016/j.jmrt.2023.05.040 ↗
25. The wear of grinding wheels: Part 1—attritious wear10.1115/1.3428051 ↗
26. Influence of work material on grinding forces
27. Predictive modeling of force and power based on a new analytical undeformed chip thickness model in ceramic grinding10.1016/j.ijmachtools.2012.10.006 ↗
28. A stochastic grinding force model considering random grit distribution10.1016/j.ijmachtools.2008.05.012 ↗
29. Grinding force modelling for ductile-brittle transition in laser macro-micro-structured grinding of zirconia ceramics10.1016/j.ceramint.2019.06.067 ↗
30. Mathematical model to predict cutting force in rotary ultrasonic assisted end grinding of Si3N4 considering both ductile and brittle deformation10.1016/j.measurement.2020.107586 ↗
31. Empirical modeling of dynamic grinding force based on process analysis10.1007/s00170-016-8465-z ↗
32. An analytical model of grinding force based on time-varying dynamic behavior10.1007/s00170-016-9751-5 ↗
33. Fiber orientation effects on grinding characteristics and removal mechanism of 2.5D Cf/SiC composites10.1016/j.cja.2023.02.023 ↗
34. Grinding characteristics of cBN-WC-10Co composites10.1016/j.ceramint.2017.09.040 ↗
35. Ductile-regime grinding: a new technology for machining brittle materials10.1115/1.2899676 ↗
36. Grinding force and power modeling based on chip thickness analysis10.1007/s00170-006-0473-y ↗
37. Malkin · 2008
38. Elastic/plastic indentation damage in ceramics: the median/radial crack system10.1111/j.1151-2916.1980.tb10768.x ↗
39. Micro-fracture behavior of a single-aggregated cBN grain and its relation to material removal in high-speed grinding of Ti–6Al–4V alloys10.1016/j.jmapro.2022.04.052 ↗
40. Wear of electroplated diamond tools in lap-grinding of Al2O3 ceramic materials
41. Abdi · 2007 · 508