1. Introduction
The increase in the production volume, particularly in the metal cutting of chromium–nickel alloy steel, presents challenges for cutting tools due to the material’s high toughness. Thus, the likelihood of tool failure increases. The failure of a tool can lead to numerous challenges, including a decrease in product quality, unexpected machine breakdowns, increased vibrations, and higher cutting forces, all of which ultimately degrade the quality of the machined product and increase the production time.
Tool wear in turning processes develops through various stages, each defined by distinct wear mechanisms and their impact on the machining process. Understanding these stages is essential for enhancing tool longevity and sustaining machining effectiveness. The preliminary wear phase is when wear occurs as a result of the initial interaction between the tool and the workpiece. Higher wear rates and noticeable changes in tool geometry characterize this phase. Adhesion and diffusion are the primary wear mechanisms during this stage [
1,
2]. Another stage is the steady-state wear stage, in which the wear rate becomes stable, and tool wear advances at a more uniform and gradual rate compared to the early phase. Severe abrasion, adhesion, and even chipping and fracturing of the tool edge remain substantial in this stage; however, the wear rate is now more predictable and controllable [
3]. The last stage is the accelerated wear stage. At this stage, the wear rate escalates fast, resulting in a decline of tool performance and surface quality with severe abrasion, adhesion, and even chipping or fracturing of the tool edge. It is essential to detect tool wear before it reaches the accelerated wear stage [
4]. Several factors affect the tool wear, such as tool properties, material properties, machining parameters, and dry and wet machining conditions.
The cutting tool properties, such as tool sharpness, geometry, and whether the tool is coated or uncoated, can affect surface integrity by reducing friction and wear [
5]. A coated tool generally offers better wear resistance and longer tool life, while uncoated tools can be resharpened, making them cost-effective. Yuan et al. [
6] investigated tool sharpness, which has a significant impact on the minimum cutting thickness. Surface roughness, microhardness, residual stress, and dislocation density of the machined part surface vary with the cutting edge. Wang [
7] mentioned that tool structure, material, and wear influence the machined surface integrity of titanium and nickel alloy. Prohászka et al. [
8] highlighted that the thermodynamic properties of cutting tools and the cut material affect surface integrity, particularly with temperature changes in the machined material, causing phase transitions and variations in surface roughness. Yue et al. [
9] noted that tool structure, material, and wear all influence the machined surface integrity of titanium and nickel alloys. It affects the geometrical characteristics, microstructure alteration, and mechanical properties. Xu et al. [
10] investigated the rake angle, which has a significant influence on the machining process and surface integrity. A positive rake angle tool generates minimum surface deformation and less strain hardening on the workpiece.
To prevent these failures, continuous supervision is necessary during the turning process to determine the condition of the tool. The factors that lead to wear or degradation of the tool cutting edge include material removal, especially with a built-up edge (BUE), abrasion, diffusion, oxidation, and fluctuations in thermal and mechanical loads. Tool wear in machining is strongly affected by machining parameters, such as cutting speed, feed rate, and depth of cut, as well as by the machining environment, including dry and wet conditions. Higher cutting speeds and feed rates typically accelerate tool wear, limit tool life, and possibly degrade the surface quality and dimensional accuracy of the machined products [
11]. Coolant is a crucial variable that affects tool performance during the machining of nickel-based alloys. Coolant reduces friction and cools the cutting zone, which helps protect the tool coating. Higher temperatures can lead to thermal cracking and wear [
12,
13]. A high-pressure coolant supply is particularly effective in chip evacuation and improves tool life by minimizing flank and crater wear [
14]. During dry machining, in air or an oxygen-rich atmosphere, oxygen rapidly interacts with the freshly cut surface, resulting in the formation of a thin oxide layer. This layer impedes the adhesion of materials.
Additionally, cutting tools that readily react with oxygen may develop an oxide layer. This mechanism generates high cutting temperature, leading to tool wear and degradation [
15,
16,
17]. Both actions alleviate stress in that region, preventing damage, such as notch development, and extending the longevity of the cutting tool [
18].
This necessitates the regular monitoring of tool wear and the application of predictive maintenance solutions, such as tool condition monitoring systems, to enhance tool life and to maintain machining efficiency through the early detection of tool wear [
19]. Studying tool wear over its full life span is a time- and energy-consuming process; however, a small-scale experiment provides an effective way to understand which machining condition is better.
This study aims to investigate and compare the early signs of tool wear under dry and wet machining conditions on PVD carbide-coated tools and X5CrNi18-10, chromium–nickel alloy steel. By focusing on early stages (preliminary wear phase) under dry and wet machining conditions, this study aims to provide insights into machining conditions that are more suitable for turning chromium–nickel alloy steel using PVD-coated carbide tools.
2. Materials and Methods
The selected tool insert for the experiment was DNMG150604-MF1 (CP500) from Seco Tools (Seco Tools, Björnbacksvägen, Fagersta, Sweden) [
20]. It is made of carbide with a PVD coating, which improves wear resistance and cutting performance. The insert is used for the close tolerance, good finish, and increased tool life due to the coating. These inserts are used for longitudinal turning profiling and can be used for facing operations. The angle of 55 degrees provides less power consumption. This type also offers less vibration tendency and good accessibility, making it suitable for preventing vibration. The nose radius of the insert is 0.40 mm. The CP500 grade is a hard micro-grain grade primarily intended for finishing superalloys. The MF1 chip breaker is designed for medium-finishing operations, and machining using this insert is well-suited for achieving a good surface finish. The tool holder used in the experiment is DDJNL2525M15 from Seco Tools (Seco Tools, Björnbacksvägen, Fagersta, Sweden) [
20]. The tool shank is 25 mm in height (H) and breadth (B), providing stability while turning. This insert is suitable for machining ISO M-type material.
Figure 1 shows an enlarged image of the tool insert, which will be used to analyze the early signs of damage further as well as wear on the tool. The PVD carbide coating is visible on the insert. Minor manufacturing defects, like deformation, can be noted on the edge of the tool.
Similarly,
Figure 2 presents the functional (f-side) plane view of the tool insert. This side is responsible for removing the initial material during the machining operation. A Discovery V8 microscope (Carl Zeiss Microscopy GmbH, Jena, Germany) was used to capture the images at two different magnifications, 25× and 80×. The enlarged pictures offer a clearer view of the wear on the tool.
The workpiece material used in this study is X5CrNi18-10, a grade of ISO M-type material. A cylindrical bar of Ø 45 mm and length 166 mm is used, portioned with a 4 mm groove length and 5 mm groove depth, as represented in
Figure 3. This material is subjected to cutting forces, leading to heat generation, notch wear, and the formation of built-up edges on the tool. The ISO M material has a K
c1 variation (specific cutting force at 1 mm
2 chip cross section) of 1800–2850 N/mm
2. According to the manufacturer’s guidelines, the selected tool insert is well-suited for these material properties. The workpiece material has gained popularity in the automotive, marine, and aerospace industries due to its excellent corrosion resistance, superior mechanical properties, and versatility. This material is complex to machine and is widely used in the industry, making it essential to study the machinability and quality of machined products. The material has a significant impact on the tool, making it necessary to examine the tool wear on this material.
The machine used for performing the experiment is a HAAS ST-20Y CNC machine (Haas Automation, Inc., Leoben, Austria) [
21]. The coolant used during the wet condition is a 5% CIKS HKF 420 oil emulsion. The cutting parameters were selected based on the workpiece’s characteristics and the cutting tool’s properties. The manufacturer’s guide for the tool insert provides suitable cutting parameters with spindle speed up to (N
s) 2000 rpm, feed (f) 0.1 mm/rev, and depth of cut up to 2 mm. In previous work, these parameters were examined, and it was concluded that the varying depth of cut plays a minor role in impacting the quality. The previous work parameters were used as a reference [
22]. The spindle speed (N
s)) was varied at three levels: 1000 rpm (v
c—141.4 m/min), 1500 rpm (v
c—212.1 m/min), and 2000 rpm (v
c—282.7 m/min). The spindle speed was chosen because it is easy to control during the operation. The operator can easily change it in the code. Feed (f) is varied at two levels, 0.1 and 0.3 mm/rev, and depth of cut (a
p) is varied at one level. Two environments were chosen—dry and wet machining conditions.
After the experiment, the tool inserts were examined under a Stereo Discovery V8 microscope. The total length that one insert has moved during the experiment is 169.5 m. The early detection of tool wear can be noticed during this time.
3. Results
The results present the early detection of tool wear in chromium–nickel alloy steel under dry and wet conditions.
Figure 4a,b show the top view of the tool insert under dry machining conditions. The tool’s coating was excessively removed on the top side, severe crater wear from high friction, and chips during dry cutting can be noticed. It is also worth noting that a 0.5 mm depth of cut is excessive for the 0.4 mm nose radius tool. Several scratches can also be seen on the tool, due to chip flow. Pits are also noticeable in
Figure 4b.
The f-side of the tool insert is shown in
Figure 5a,b. It can be noticed on the dry machining condition insert that there are visible scratches and slight material removal due to friction. However, no wear is visible. The heat-affected zone (HAZ) is also visible in
Figure 5a,b marked with red circles. Due to dry machining conditions, heat generation from friction can increase the HAZ. It can lead to tool degradation and reduced tool life. The surface shows early signs of wear. A comparison can be drawn between dry and wet machining conditions.
Similar effects can be seen on the p-side of the tool insert.
Figure 6a,b show the insert used in dry conditions. The tool shows the visible scratches as minor thermal effects. Small material removal at the point of contact between the p-side and the surface can be observed, which is responsible for surface generation. The scratches are formed due to chip removal. The HAZ is also noticeable on the p-side in dry machining conditions.
Similarly,
Figure 7a,b represent the tool insert’s top view under wet machining conditions. It can be noted that, compared to the tool insert from dry conditions, less coating was removed during wet machining conditions. There is minimal cratering and material removal, but the surface still has most of the coating. In addition, the tip of the tool does not have any mark of chip flow, which suggests that coolant is not only responsible for good machining but for preventing the chips from interacting with the tool.
It can be understood from
Figure 7a,b that an increase in tool life can be expected in wet machining conditions.
Although a top view provides suitable information regarding the early detection of tool wear, it is also essential to study the functional side (f-side) and the passive side (p-side) of the tool.
The front-side view of the tool insert for wet machining conditions is shown in
Figure 8a,b. A small, localized HAZ zone is visible, marked with red circles. It is much smaller compared to dry machining conditions. The coating remains unscratched. No material loss can be seen.
In wet machining conditions, the p-side surface appears smoother, with fewer scratches, due to the coolant flow, as shown in
Figure 9. Slight wear, but not significant, is observed. In wet machining, the fact that there are no HAZs confirms that the coolant reduces the cutting temperature, protecting the tool material. It helps to maintain the quality of the product during the machining.
The HAZ is more significant in dry machining conditions. The heat generation leads to deformation and a built-up edge, which overall affects the quality of the machined product.
4. Discussion
The microscopic inspection of the tool inserts under both machining conditions reveals essential signs of early tool wear, particularly in the turning of chromium–nickel alloy steel.
A top-view analysis reveals that dry machining conditions lead to increased wear, in the form of scratches, pits, and PVD carbide coating removal. This observation suggests that dry cutting can accelerate tool wear, particularly when the nose radius is smaller than the depth of the cut. The large heat generation and HAZ can be noticed in dry conditions. The measured HAZ length along the nose of the tool in dry cutting is 286.006 μm, and the length in wet machining conditions was 127.05 μm.
Figure 10 highlights the comparison of the HAZ in dry and in wet machining conditions on the functional side. The HAZ in dry machining conditions is 2.25 times bigger than in wet machining conditions. The results suggest that there is higher heat generation in dry machining conditions, which can lead to oxidation and deformation in the tool, decreasing the tool life. In wet machining conditions, the coolant helps to dissipate the heat, thereby reducing the tool wear and improving the product quality.
Similarly, a microscopic inspection of the insert used under wet machining conditions revealed no coating removal except at the point of contact between the tool and the workpiece. It also shows minimal wear at the point of contact. The coolant helps to reduce friction and cutting temperature, which is noticeable from a small HAZ in the insert. Machining in wet conditions can lead to longer tool life and improved surface quality. Minimal scratches on the tool coating show that coolant also protects the chips from interacting with the tool.
The f-side inspection of the tool provides better insights into the working area of the tool insert. Observations from the f-side of the tool indicate visible thermal damage and wear. In dry conditions, a clear HAZ is noticeable. These signs indicate that the tool has been exposed to high thermal stresses and accelerated wear, resulting in a decrease in surface quality. It also shows the early stage of tool wear. The p-side of the tool used in dry conditions shows similar results.
In wet machining conditions, the coating remains unaffected, with mainly surface scratches absent, and the affected zone is either very small or not visible at all. This clearly shows the coolant stabilizes the machining and helps in maintaining tool health.
The finding highlights that the early stage of tool wear is more visible in dry machining conditions due to the tool’s direct contact with the workpiece. Additionally, it was also observed that tool wear accelerated in dry machining conditions as the process continued; however, wet machining conditions delay significant tool wear.