3. Results & Discussion
Preliminary examinations were performed on the micro-machined HSS sample at the unpolished-polished transition zone (UPTZ) utilising different microscopy analyses. The unpolished section exhibited discernible grinding lines, which are commonly associated with CNC production methods. Additionally, the presence of holes and burrs was detected in the SEM and optical microscopy (
Figure 1a-c). In sharp contrast, the defects were conspicuously lacking in the polished area. The visual evaluation readily discerns the heightened reflection and gloss of the polished segment in contrast to its unpolished counterpart. The results of quantitative assessments on surface roughness demonstrate a notable decrease following the micro-machining process. The utilisation of 3D profilometer investigations provided confirmation of the improved surface quality, thereby demonstrating an extraordinarily low roughness value that extends to the nanoscale (
Figure 1d). Nevertheless, there were still detectable tiny surface defects on the polished surface. Following the process of micro-machining, the distribution of roughness values exhibited a greater degree of homogeneity, characterised by a mean value below 60 nm and a standard deviation of 5 nm. In comparison, the pre-machining roughness exhibited a mean value of around 300 nm, accompanied by a standard deviation of 30 nm. Significantly, the Rz value exhibited a noticeable decrease from around 10 µm to a mere 2 µm, while consistently maintaining a stable standard deviation (
Figure 3a, d). The grinding texture has diminished noticeably, and concurrently, the hole size has reduced across the entire polished region, as evident in the resulted photos (
Figure 3b, c, e, f). These visual observations corroborate the roughness data presented in the graph. The data presented indicates that the micro-machining procedure successfully decreased the maximum heights while simultaneously increasing the depths on the surface of the tool (
Figure 1e). It is noteworthy that the micro-hardness exhibited a very consistent trend, showing just a slight rise of around 11% following the micro-machining process (
Figure 1f). The potential cause of this phenomenon might be ascribed to the removal of the grinding-burn layer, which is a common side-effect of the CNC procedure.
17 The micro-machining technique appears to have removed the outer layer, which had a deceptively softer texture, revealing the essentially tougher structure of the underlying high-speed steel core.
Similar to the observations made on the high-speed steel, the tungsten carbide sample displays noticeable visual changes resulting from the micro-machining process (
Figure 2b). These changes are evident in the form of a more pronounced and darker coloration in the polished area, highlighting the different reactions of various materials to comparable mechanical interventions. Significantly, although the grinding lines exhibit a noticeable reduction, they are not completely eradicated, so emphasising the distinction between the prominent, more profound grinding textures and the more delicate, superficial textures: the former endure, while the latter are meticulously refined. The intricate behaviour seen can be ascribed to the intricate microstructural composition of tungsten carbide. Carbides, renowned for their intrinsic ceramic nature, have a structure commonly composed of cemented binders, such as cobalt (Co), intricately dispersed amid tungsten (W) particles. The incorporation of a composite structure confers distinct mechanical and chemical properties to the material. In contrast to the generally uniform HSS matrix, the WC framework, either ultra-fine or extra-coarse type, poses difficulties when exposed to procedures that may result in cobalt leaching. During the process of leaching, the resulting voids remain unfilled and might expand due to the inherent nature of the ceramic matrix.
18 The process of micro-machining has been observed to worsen cobalt depletion, resulting in the displacement or migration of nearby tungsten particles as well as the creation of voids in the binder material, while simultaneously improving the surface texture. The observed morphological progression, when examined through a mechanical lens, leads to a measurable decrease of approximately 20% in the hardness of the polished region (
Figure 2f). This reduction indicates the presence of inherent microscopic alterations caused by the process of micro-machining. From a topological perspective, it can be observed that post-machining valleys have increased depth, while peaks are reduced in magnitude. This is evidenced by a significant decrease in the Rz value from 8.5 µm to 1.5 µm, as well as a decrease in Ra from 396 nm to about 63.7 nm (
Figure 3g, j). The aforementioned changes are accompanied by a decrease in the standard deviation from 13.8 nm to 9.9 nm in average roughness, as clearly depicted in the roughness distribution chart of the UPTZ (
Figure 2d, e). Nevertheless, it is crucial to acknowledge that although the micro-machining procedure has effectively improved the surface of the WC sample, it has not completely eliminated the prominent burrs that are initially found in raw samples (
Figure 3h, i, k, l). The presence of these burrs, despite being less noticeable after undergoing treatment, continues to exist, indicating possible difficulties for applications requiring a flawless surface (
Figure 2a).
Figure 1.
Polished – unpolished transition zone of HSS tool sample after micro-machining process: (a) SEM photo, (b) Photograph of the drill bit investigated, (c) Optical photo, (d) 3D profilometer photo, (e) Roughness change chart and (f) Microhardness measurement on the same zone.
Figure 1.
Polished – unpolished transition zone of HSS tool sample after micro-machining process: (a) SEM photo, (b) Photograph of the drill bit investigated, (c) Optical photo, (d) 3D profilometer photo, (e) Roughness change chart and (f) Microhardness measurement on the same zone.
Figure 2.
Polished – unpolished transition zone of WC tool sample after micro-machining process: (a) SEM photo, (b) Photograph of the drill bit investigated, (c) Optical photo, (d) 3D profilometer photo, (e) Roughness change chart and (f) Microhardness measurement on the same zone.
Figure 2.
Polished – unpolished transition zone of WC tool sample after micro-machining process: (a) SEM photo, (b) Photograph of the drill bit investigated, (c) Optical photo, (d) 3D profilometer photo, (e) Roughness change chart and (f) Microhardness measurement on the same zone.
Figure 3.
(a, d, g, j) 3D profilometer and (b, c, e, f, h, I, k, l) SEM images of (a-c) unpolished and (d-f) polished WC sample; (g-i) Unpolished and (j-l) Polished HSS sample.
Figure 3.
(a, d, g, j) 3D profilometer and (b, c, e, f, h, I, k, l) SEM images of (a-c) unpolished and (d-f) polished WC sample; (g-i) Unpolished and (j-l) Polished HSS sample.
Energy Dispersive X-ray Spectroscopy was utilised to conduct elemental analysis on the cross-sectional specimens of high-speed steel and tungsten carbide. A noticeable pattern in the distribution of elements was identified, with a clear organisation apparent from the centre to periphery regions in both HSS and WC samples. Quantitative analysis indicated that the cobalt content in the polished area of the HHS sample exhibited a slight decrease, whereas the WC sample exhibited an elevation in cobalt concentration. The persistence of constituent distribution in an apparently random pattern inside the homogeneous matrix of both HSS and WC alloys is a subject of intrigue. It is worth mentioning that a substantial decrease of roughly 13 wt.% was seen in the iron content of the HSS sample after micro-machining (
Figure 4). This reduction was accompanied by an increase in the concentrations of vanadium, molybdenum, and tungsten. In contrast, the composition of tungsten in the WC sample exhibited minimal changes after the machining process (
Figure 5). The observed variations in elemental composition could impact the mechanical characteristics along the radial gradient of the tool materials. As an example, the HSS sample in its unpolished state displayed an average hardness of 1082.2 ± 54.1 HV. After polishing, the hardness slightly decreased to 1063.4 ± 51.6 HV. This indicates that the fundamental mechanical properties of the HSS samples were mostly unaffected, as supported by the uniform distribution of microhardness from the centre to the periphery regions. In contrast, the unpolished WC sample had an average hardness of 1989.0 ± 79.4 HV. Interestingly, this hardness increased to 2060.4 ± 113.19 HV after the polishing process. The observed increase in hardness can be ascribed to a cryogenic pre-heat treatment procedure (what is the mechanism?), which appears to have improved the hardness in the vicinity of the tool's tip - the area from which the polished slide was obtained.
19 However, similar to the behaviour observed in HSS, the radial distribution of microhardness in both polished and unpolished WC samples demonstrated a high level of consistency. Therefore, drawing from thorough elemental and mechanical analyses, we hypothesised that the micro-machining process primarily impacts the external surface characteristics, as previously discussed, while causing minor disruptions to the interior structural integrity of the tool.
Figure 4.
Elemental analysis by EDX from centre to periphery part of cross-sectional HSS sample on Unpolished and Polished area.
Figure 4.
Elemental analysis by EDX from centre to periphery part of cross-sectional HSS sample on Unpolished and Polished area.
Figure 5.
Elemental analysis by EDX from centre to periphery part of cross-sectional WC sample on Unpolished and Polished area.
Figure 5.
Elemental analysis by EDX from centre to periphery part of cross-sectional WC sample on Unpolished and Polished area.
Figure 6.
Hardness measurement from centre to periphery part of cross-sectional region on (a) Unpolished and (b) Polished HSS sample; (c) Unpolished and (d) Polished WC sample.
Figure 6.
Hardness measurement from centre to periphery part of cross-sectional region on (a) Unpolished and (b) Polished HSS sample; (c) Unpolished and (d) Polished WC sample.
Figure 7.
Edge contour 3D scan of: (a) Unpolished and (b) Polished HSS sample. (c) Edge radius measurement with corresponding average radius values of unpolished and polished HSS sample.
Figure 7.
Edge contour 3D scan of: (a) Unpolished and (b) Polished HSS sample. (c) Edge radius measurement with corresponding average radius values of unpolished and polished HSS sample.
Aside from the obvious improvement in surface finishing, the micro-machining method also provides considerable edge honing benefits. To quantify these impacts, 3D metrological techniques were used to inspect the cutting edges of both unpolished and polished tools. The results show a more rounded cutting-edge radius for the HSS tool, with less evidence of micro-chipping. There was a specific increase from 116.7 µm to 149.9 µm (
Figure 8). Despite this improvement, the presence of larger burrs was still noticeable. Similarly, the tungsten carbide tool improved edge roundness, with its radius increasing from 14.8 µm to 19.4 µm (
Figure 8). Even after machining, the problem of micro-chipping remained. This edge rounding phenomena could be interpreted as an unintentional result of the micro-machining process's principal surface finishing goals. Detailed 3D scans revealed the existence of considerable grinding lines and pronounced burrs in both the untreated and treated specimens, a feature that was predicted to disappear after the micro-machining intervention.
In addition to employing the primary HSS and WC tools, we also submitted a range of alternative tools to diverse conditions for the purpose of micro-machining. The results of these additional examinations are presented in
Table 1. The degree of reduction in roughness may vary from sample to sample due to various techniques used, but all samples have shown a consistent and noticeable decrease in surface roughness.