Tool failure identification with material surface damage  

Tool failure identification with material surface damage  

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The gas turbine, aerospace and nuclear industries are dependent upon nickel-based superalloys to enable these industries to continue to innovate. Without these materials the industries would fail to achieve new heights of efficiency as the strength and operating temperature requirements continue to climb. Nickel-based superalloys thrive in these el...

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... materials that have better machinability such as aluminums and steels, failure due to notch wear is less severe when compared to superalloys, due to their strength and toughness. Figure 6 captures this behavior occurring at an axial depth of cut of 5 mm with a feed rate of 0.3 mm/rev and a cutting speed of 50 m/min. The standard force increase of the Fy component is typically a 0.5% difference from peak to peak (pass to pass), however in the case of tool failure the difference approaches a 40% difference. ...

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... Trochoidal milling, which could fully cool and lubricate the workpiece and tool during processing to improve the machining efficiency and tool life, has been applied to rough machining the workpiece with poor cutting performance and paid more and more attention by the manufacturing industry. When cutting extremely hard materials such as super titanium alloy, trochoidal tool path has been a good milling strategy for improving the tool life with a corresponding reduction in machining time [7][8][9]. Cao et al. [10] applied cycloidal milling to the nickel alloy deep hole. Experiments show that compared with layer milling, cycloidal milling can not only shorten the processing time by 50 ~ 75%, but also prolong the tool life. ...
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The machining time is mainly related to the tool path and the corresponding feed speed, while the trochoidal tool path depends on the trochoidal step and trochoidal radius. The material removal rate is periodically distributed along the tool path in trochoidal milling a hole. But more than half of tool paths do not cut material in trochoidal milling a hole, so a constant feed speed in milling a hole will limit the machining efficiency. In this paper, a trochoidal radius optimization approach is presented to improve the efficiency of trochoidal milling a hole, which considers the optimal feed speed. Firstly, the mathematical representation of the trochoidal radius is formulated by analyzing the generation principle of trochoidal path, so the trochoidal radius could be determined under the premise of the hole diameter, maximum uncut radial material, and the tool diameter are fixed. Furthermore, the trochoidal radius optimization model, which is based on the adjusted feed speed, is established with the goal of minimizing the machining time. Secondly, an adaptive feed speed scheduling strategy for trochoidal milling is proposed, which is constrained by stable material removal rate and adjusted by a cubic polynomial algorithm. Finally, taking a hole machining as an example, simulation and experimental results show that the efficiency of applying the trochoid milling method proposed has increased by 13.8% compared to traditional helix milling method.
... Pleta et al. measured the process performance using productivity and efficiency indices when trochoidal milling of Inconel 738 [35]. These indices were defined as the total material removed volume per unit of tool wear and the total material removal rate per unit of tool wear respectively. ...
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This paper aims to study, analytically and experimentally, the effects of trochoidal milling parameters on the waviness and the surface roughness of P20 alloy steel slots. The considered process parameters in this paper are the axial depth of cut, trochoidal step, and feed rate, in addition to the slot width. A geometrical analytical model of the tool cutting edges imprints has been developed to explain the of waviness and surface roughness at the slot walls and bottom. Results of this model proved that increasing the slot width significantly reduces the slot walls waviness, while increasing the feed rate or the trochoidal step increases the waviness of the slot left and right walls respectively. The experimental results proved that the axial depth of cut has not a significant effect on the slot walls waviness, and the tool edges imprints have the greatest effect on the bottom surface roughness. The surface roughness of the slot bottom decreases from left to right. Moreover, increasing the feed rate significantly increased the bottom surface roughness by 25%, 29%, and 29% at the left wall, middle, and right wall of the machined slot, respectively. However, increasing the axial depth of cut, significantly increased the bottom surface roughness only at the left wall and the middle of the machined slot by 11% and 19%, respectively. Experimental and analytical results of waviness and surface roughness were in good agreements which verifies the potential of using the developed model to predict the slot surface texture during circular trochoidal milling.
... Trochoidal milling, which could fully cool and lubricate the workpiece and tool during processing to improve the machining efficiency and tool life, has been applied to rough machining the workpiece with poor cutting performance, and paid more and more attention by the manufacturing industry. When cutting extremely hard materials such as super titanium alloy, trochoidal tool path has been a good milling strategy for improving the tool life with a corresponding reduction in machining time [7,8,9] . Cao et al. [10] applied cycloidal milling to the nickel alloy deep hole. ...
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... In these fields, gas turbines, which are mainly made from different types of nickel and titan-based superalloys [5], are widely used. These superalloys are manufactured by turning [6], milling [7] and Wiper Grinding [8]. The parts of these turbines contain many slots, which can only be made by milling. ...
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... In the literature, several studies have been reported that aim to improve the productivity of IN718-based products by employing various toolpath strategies [6][7][8], optimizing cutting parameters [9][10][11][12][13], and developing models for predicting tool wear evolution [14][15][16]. Pleta et al. [6] applied trochoidal (i.e., epicyclcoidal) milling in the machining of IN718 and analyzed the effect of varying machining parameters such as cutting speed, feed, and depth of cut on material removal rate per unit of tool wear and cutting force dynamic response. ...
... Pleta et al. [6] applied trochoidal (i.e., epicyclcoidal) milling in the machining of IN718 and analyzed the effect of varying machining parameters such as cutting speed, feed, and depth of cut on material removal rate per unit of tool wear and cutting force dynamic response. The results were compared with conventional milling, and it was concluded that trochoidal milling has better productivity when the tool change is also considered, and the cutting force increases from the beginning to the end of the cut at a stable rate [7]. Sui et al. [8] generated a toolpath that combines corner-loop milling and clothoid curve transition strategies to optimize both the cutting force and dynamic characteristics of a machine tool during the machining of titanium alloys. ...
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... Using a spatial cubic curve-based cyclic five-axis tool path, Li et al. [20] proposed an innovative method for improving material removal rate (MRR) during trochoid milling of cavities. In order to minimize the tool wear and cutting forces during the TR milling of an Inconel 718, Pleta et al. [21] investigated the effect of the machining parameters on the slot geometry and calculated cutting forces [22]. Utilizing the Taguchi method, the authors found that tool wear and increasing chip thickness increase the depth of the machining impacted zone. ...
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... Material is cut in the front-half path and the cutting heat is dissipated as the tool moves in the back-half path [12]. Therefore, in highspeed machining, trochoidal milling is increasingly used in slot milling and is also widely used in cutting hard materials, such as NiTi-based super alloy [13][14][15]. Suppose a cavity is delimited by two surfaces S 1 and S 2 , see Fig. 1(b). Our purpose is to determine trochoidal milling paths as well as the shape of a milling tool such that high precision milling is obtained. ...
... Otkur et al. [17] propose a comprehensive analytical model to analyze the tool-workpiece engagement and predict the cutting force. Pleta et al. [13] find that the engagement angle has the highest correspondence with the component perpendicular to the feeding direction of the cutting force. The relationship between the cutting force and the cutting depth in trochoidal milling is further analyzed in [18]. ...
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... To decrease the processing time, the in and out paths are usually modified to shorten the milled area with a straight line (with initial and final tangential arches) at a higher feed [20]. ...
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Trochoidal milling is a well-stablished machining strategy which still allows for the introduction of new approaches. This strategy can be applied to any kind of material, although it is usually associated to advanced materials, such as titanium and nickel alloys. This study is based on the adaptation of the feed speed of a milling tool with Ti-6Al-4V, so the chip width can be maintained constant without modifying the path geometry. A singularity in the experimental stage was to mill an Archimedes spiral groove instead of the conventional straight grooves. This made it possible to obtain a concave wall as well as a convex one and to optimize the amount of material used. The time efficiency compared to a constant feed, was slightly superior to 20%, reducing tool wear also. These techniques require milling machines with high mechanical and kinematic performance, as well as the absence of clearance between joints and a high acceleration capacity.