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1

Gomes de Mattos de Mesquita, Noemia, José Eduardo Ferreira de Oliveira, and Arimatea Quaresma Ferraz. "Life Prediction of Cutting Tool by the Workpiece Cutting Condition." Advanced Materials Research 223 (April 2011): 554–63. http://dx.doi.org/10.4028/www.scientific.net/amr.223.554.

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Stops to exchange cutting tool, to set up again the tool in a turning operation with CNC or to measure the workpiece dimensions have direct influence on production. The premature removal of the cutting tool results in high cost of machining, since the parcel relating to the cost of the cutting tool increases. On the other hand the late exchange of cutting tool also increases the cost of production because getting parts out of the preset tolerances may require rework for its use, when it does not cause bigger problems such as breaking of cutting tools or the loss of the part. Therefore, the rig
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2

Blăjină, Ovidiu, Aurelian Vlase, and Vlad Darie. "Mathematical Model for Economic Optimization of the Tool Life and the Cutting Speed at Drilling of the Stainless Steel X6CrNiTi18-10." Applied Mechanics and Materials 371 (August 2013): 18–22. http://dx.doi.org/10.4028/www.scientific.net/amm.371.18.

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The problems related to the wear of the cutting tools wear and the tools life at the machining of the stainless steels are very important due to the chemical and mechanical characteristics of these steels [1]. Over time the research have studied the causes which produce the cutting tool wear and the methods to improve the cutting tools durability, either by creating new types of materials for tools, either by the choice of tools geometric parameters and cutting regime [2, 3]. The purpose of this paper is the optimization of the cutting tool life and the cutting speed at the drilling of the sta
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3

Fan, Yi Hang, Min Li Zheng, Ming Ming Cheng, and D. Q. Zhang. "Tool Wear Prediction when Maching Ti6Al4V Using Different Tool Materials." Advanced Materials Research 188 (March 2011): 325–29. http://dx.doi.org/10.4028/www.scientific.net/amr.188.325.

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The tool life is different when using different tool materials machine Ti6Al4V under different cutting conditions. Based on the experiments of cutting Ti6Al4V using different tool materials, the tool wear prediction model is established with BP neural network theory. The wear prediction model is verified by further experiments. The results show that there is a valid prediction interval when using BP neural network predicts tool wear. When the cutting speed is in the vicinity of the training sample data, the relative error of the tool wear prediction and experimental results is less than 10%, w
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4

Zhou, Chen, and R. A. Wysk. "Tool Status Recording and Its Use in Probabilistic Optimization." Journal of Engineering for Industry 114, no. 4 (1992): 494–99. http://dx.doi.org/10.1115/1.2900703.

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In batch production, recording the status of cutting tools and making decisions based on current tool status are important issues. In flexible manufacturing systems, there are normally many tools installed on machining centers. These tools are often used on different operations due to frequent change over in the system. The tool usage recording and the decision making based on tool status in this environment are crucial. The commonly adopted time measure is not sufficient because tool life is influenced by many factors. A tool status measure (tool wear index) is introduced in this paper. The i
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5

Ghosh, Sourath, Sukanta Kumar Naskar, and Nirmal Kumar Mandal. "Estimation of residual life of a cutting tool used in a machining process." MATEC Web of Conferences 192 (2018): 01017. http://dx.doi.org/10.1051/matecconf/201819201017.

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A significant part of cost of machining is associated with non-optimum use of cutting tool. Moreover cutting tool failure is responsible for almost 20% of the machining downtime. Thus, having knowledge of residual life of cutting tool is highly recommended so as to maximise the availability time and reduce the machining cost. The aim of this work is to find out residual life of a worn cutting tool which has been used for turning of Ti-6Al-4V alloy under constant cutting condition. The lognormal distribution is used to model the cutting tool life data. Remaining useful life of cutting tool is e
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6

Ge, Ying Fei, Jiu Hua Xu, and Yu Can Fu. "High-Speed Turning of Titanium Matrix Composites with PCD and Carbide Tools." Materials Science Forum 770 (October 2013): 39–44. http://dx.doi.org/10.4028/www.scientific.net/msf.770.39.

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High-speed turning tests were performed on vol.10%(TiCp+TiBw)/TC4 composite (TMC) in the speed range of 60-120m/min using PCD and carbide tools to investigate the tool life, tool wear, cutting temperatures and cutting forces. The results showed that the carbide tool was not suit for the machining of TMC. Tool life of PCD was confined to 12 min for all the cutting conditions. Flank wear increased obviously with the increasing cutting speed especially when the cutting speed surpassed 80m/min. PCD tool mainly took place chipping, peeling, abrasive wear and adhesive wear at the rake face and flank
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7

Wang, Hui, Rong Di Han, and Yang Wang. "Tool Wear Investigation on Dry Electrostatic Cooling in Turning Titanium Alloy Ti6Al4V." Advanced Materials Research 97-101 (March 2010): 2058–61. http://dx.doi.org/10.4028/www.scientific.net/amr.97-101.2058.

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The machinability of Titanium Alloy Ti6Al4V is poor, the traditional methods to machining is application of cutting fluids with the active additives which cause environmental pollution and health problems. In this paper, the dry electrostatic cooling was applied instead of cutting fluid for the aim of green cutting Ti6Al4V. The ionized device and gas supply system was set up, the effects of dry electrostatic cooling, emulsion oil and dry cutting on tool wear have been examined in turning of Ti6Al4V with carbide tools YG8, the curve between tool flank wear and cutting time was proposed, and the
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8

Pare, Vikas, Geeta Agnihotri, and Chimata Murali Krishna. "Optimization of Cutting Conditions in Milling Process to Minimize Tool Wear Using Selected Soft Computing Techniques: A Comparative Study." Journal of Advanced Manufacturing Systems 13, no. 01 (2014): 55–72. http://dx.doi.org/10.1142/s0219686714500048.

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The life of a tool is very significant in metal cutting because production time is a waste whenever a tool is replaced or reset. Because of prolonged use, cutting tools blunt and their effectiveness decreases over time. It is necessary to replace, index or resharpen, and reset the tool after certain time. Tool life is a measure of the length of time a tool will cut effectively. The life of a cutting tool is mostly affected by many factors, such as, the tool wear, material removal rate, microstructure of the material being cut, setup rigidity, and cutting fluid quality. In this paper, up-millin
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9

Raja Abdullah, Raja Izamshah, Bahrin Ikram Redzuwan, Mohd Sanusi Abdul Aziz, and Mohd Shahir Kasim. "Comparative study of tool wear in milling titanium alloy (Ti-6Al-4V) using PVD and CVD coated cutting tool." Industrial Lubrication and Tribology 69, no. 3 (2017): 363–70. http://dx.doi.org/10.1108/ilt-09-2016-0202.

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Purpose The purpose of this study was to compare machining performance between chemical vapor deposition (CVD)- and physical vapor deposition (PVD)-coated cutting tools to obtain the optimal cutting parameters based on different types of tools for machining titanium alloy (Ti-6Al-4V). Design/methodology/approach The design of the experiment was constructed using the response surface methodology (RSM) with the Box–Behnken method. Two types of round-shaped tungsten carbide inserts were used in this experiment, namely, PVD TiAlN/AlCrN insert tool and CVD TiCN/Al2O3 insert tool. The titanium alloy
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10

Liewald, Mathias, Marcel Gall, and Rainer Hank. "Development of a Numerical Method for Prediction of Wear on Shear Cutting Tools." Advanced Materials Research 907 (April 2014): 427–38. http://dx.doi.org/10.4028/www.scientific.net/amr.907.427.

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The shape of cutting edge and cutting geometry changes in tool life due to wear. These geometrical changes of the tool are leading to non acceptable deviations from the demanded target geometry and a loss of cutting surface quality. Consequently the tool has to be inspected at regular intervals and be replaced or grinded if necessary. Prediction of such inspection intervals emerge as one of the challenges for an effective production. The inspection interval is dependent on tool life, which can be determined by cost intensive and elaborate experiments. Determination of a database containing too
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11

Iakovou, E., C. M. Ip, and C. Koulamas. "Adaptive Tool Replacement Policies in Machining Economics." Journal of Manufacturing Science and Engineering 118, no. 4 (1996): 658–63. http://dx.doi.org/10.1115/1.2831082.

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Optimization of the economics of machining comprises the determination of the optimal cutting speed and tool replacement policy. A necessary input to the above approach is knowledge of the parameters of the tool life equation which links tool life to cutting speed. In reality, these parameters are not known and should be estimated based on actual machining data. This paper addresses the above optimization problem in the framework of an adaptive control policy. Replacement times in one production run are used to estimate the mean-time-to-failure of a tool, which is in turn used in a regression
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12

Memarianpour, Morvarid, Seyed Ali Niknam, Sylvain Turenne, and Marek Balazinski. "Study of the Effects of Initial Cutting Conditions and Transition Period on Ultimate Tool Life when Machining Inconel 718." Materials 14, no. 3 (2021): 592. http://dx.doi.org/10.3390/ma14030592.

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Rapid tool wear and limited tool life are major problems when machining Inconel 718, which still need further attention. Amongst the reported strategies, limited studies have been reported on optimizing initial cutting conditions by means of tool life improvement. Therefore, in this work, the tool wear progress and tool life were investigated by varying the initial conditions in the transition period, which was set at four seconds. The transition point was discovered by previous works by the authors. After the transition point, similar cutting conditions were used as the reference condition. T
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13

Amorim, Heraldo J., and Augusto O. Kunrath Neto. "Study of the Relationship between Tool Wear and Surface Finish in Turning with Carbide Tool." Advanced Materials Research 902 (February 2014): 95–100. http://dx.doi.org/10.4028/www.scientific.net/amr.902.95.

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The aim of this work is to analyze the tool wear effects on surface finish of machined components. Long-term machinability tests were performed for ASTM 1040 and 1045 carbon steels with carbide tools, in which tool wear and surface roughness were periodically evaluated. Surface finish was analyzed as a function of processed material and cutting speed with new machining tool, and a significant influence was found for cutting speed at a confidence interval of 10%. When evaluated as a function of time and tool wear, surface roughness showed an exponential relationship with both variables. However
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14

Denkena, Berend, Luis de Leon, and Jens Köhler. "Cutting Edge Preparation for Cemented Carbide Milling Tools." Advanced Materials Research 76-78 (June 2009): 597–602. http://dx.doi.org/10.4028/www.scientific.net/amr.76-78.597.

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After the grinding process, the cutting edges of cemented carbide milling tools tend to chipping. Chipping has a strong influence on the tool performance. For this reason, the cutting edges are further prepared. Additionally, a cutting edge rounding has an impact on the wear behavior and the process stability. For the cutting edge preparation of milling tools, magnetic finishing is a promising process. This paper describes the process of magnetic finishing. The influencing parameters, i.e. the process time and the distance between the cutting tool and the magnetic disks, are investigated. Furt
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15

Mokritskiy, В. Ya, and V. Yu Shelkovnikov. "The use of tool materials for monitoring the state of cutting technological systems." Proceedings of Irkutsk State Technical University 25, no. 1 (2021): 17–30. http://dx.doi.org/10.21285/1814-3520-2021-1-17-30.

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The aim was to develop a methodology for monitoring the dynamic state of the links “machine tool – device – cutting tool – detail” comprising a cutting technological system as applied to turning specialized stainless steels using replaceable standard hardmetal inserts. The research object was the hard-to-treat non-corrosive stainless steels 09Х17Н7Ю, 12Х18Н10Т and 13Х15Н5 АМ-3. Monitoring was carried out by simulating plate coatings in the Deform software environment. The diagnostic criterion was the tool life period up to the wear level of 0.5 mm along the rear edge. The effect of coatings on
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16

Bitterlich, Bernd, and Kilian Friederich. "Particle -Reinforced SiAlONs for Cutting Tools." Materials Science Forum 554 (August 2007): 129–34. http://dx.doi.org/10.4028/www.scientific.net/msf.554.129.

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CeramTec AG is a well-known manufacturer of cutting tool materials, especially for inserts based on silicon nitride. Some years ago it started the production of alpha/beta-SiAlONs because of their superior properties. Due to strong competition in the cutting tool business there is a constant need for further development of the cutting tool materials. One possibility to increase wear resistanceand life time of cutting tools is to increase the hardness and maintaining the good toughness at the same time. This can be done by adding hard particles like e.g. SiC to an alpha/beta- SiAlON. In 2003 an
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17

Amorim, Heraldo J., and Augusto O. Kunrath Neto. "Study of the Relationship between Cutting Speed, Tool Wear and Machining Forces in Turning with Carbide Tool." Advanced Materials Research 902 (February 2014): 88–94. http://dx.doi.org/10.4028/www.scientific.net/amr.902.88.

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The understanding of machining processes comprises the study of phenomena such as: chip formation, cutting forces, tool wear mechanisms and the influence of the cutting parameters and machined materials on them. The aim of this work is to analyze the tool wear effects on machining forces during machining of AISI 1040 and 1045 carbon steels with carbide tool. Long-term machinability tests were performed, in which cutting force, feed force and tool wear were measured. Tool life results were analyzed, with best tool lives found for the AISI 1040 steel for all tested speeds. The other variables we
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18

Yang, Fa Zhan, Jian Qiang Zhou, Guang Yao Meng, Jun Zhao, and Chang He Li. "Tool Wear Mechanisms in High Speed Machining Ductile Cast Iron." Applied Mechanics and Materials 29-32 (August 2010): 1527–31. http://dx.doi.org/10.4028/www.scientific.net/amm.29-32.1527.

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Wear behavior of WC based nanocomposite cutting tool when high speed cutting ductile cast iron was investigated. Orthogonal cutting tests were carried out on a CA6140 lathe using three speeds, namely, 100, 215 and 287m min-1. The WC based nanocomposite tool is found to be superior to cemented carbide tools (YG8). The tool life is prolonged 60% as compared to cemented carbide, as the width of the wear land (VB), which was monitored at selected time intervals. Meanwhile, the topography of worn surfaces was scanned by a profilemeter. Wear characterization of the rake face and the flank surfaces a
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19

Han, Rong Di, Hui Wang, Y. Zhang, and Q. W. Yao. "Study of High Efficiency in Green Cutting Nickel-Based Superalloy GH4169." Applied Mechanics and Materials 33 (October 2010): 555–59. http://dx.doi.org/10.4028/www.scientific.net/amm.33.555.

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The machinability of nickel-based superalloy GH4169 is very poor, the traditional machining of GH4169 using the cutting fluids with the active additives causes environmental and health problems, which is out of the request of the sustainable development strategy. In this paper a new green cutting technology with overheated water vapor as coolants and lubricants was proposed to achieve the aim of green cutting and high productivity. Cutting experiments and tool wear tests using carbide tool YG6 under dry cutting, emulsion and water vapor were performed. The cutting force, cutting temperature, m
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20

Adesta, Erry Yulian Triblas, and Muataz H. F. Al Hazza. "Machining Time Simulation in High Speed Hard Turning." Advanced Materials Research 264-265 (June 2011): 1102–6. http://dx.doi.org/10.4028/www.scientific.net/amr.264-265.1102.

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High speed hard turning is an advanced manufacturing technology that reduces the machining time because of two reasons; reducing the manufacturing steps and increasing the cutting speed. This new approach needs an economical justification; one of the main economical factors is the machining time. The machining time was breaking down into three main parts; productive time, non productive time, and preparation time. By using matlab Simulink, a new program was developed for machining time allowing the manufacturer to find rapidly the values of cutting time parameters and gives the management the
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21

Panda, Anton, Ján Duplák, and Jozef Jurko. "Analytical Expression of T-vC Dependence in Standard ISO 3685 for Cutting Ceramic." Key Engineering Materials 480-481 (June 2011): 317–22. http://dx.doi.org/10.4028/www.scientific.net/kem.480-481.317.

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Durability is very important property of every cutting material. This property of cutting materials defined theirs life-time. Technical science defines a lot of different factors, that they may be cause of shorter life-time of cutting tool. Maximally possible elimination of these factors is necessary for optimization of cutting materials life-time. Durability of cutting materials is defined in standard ISO 3685. The main part of standard ISO 3685 is T-vc dependence definition for selected cutting materials. One of these cuting materials contained in this standard is cutting ceramic. Standard I
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22

Volosova, Marina, Jury Bublikov, Catherine Sotova, and Ilya Sadov. "Influence of the nanolayer structure of coatings on the cutting properties of tools." MATEC Web of Conferences 329 (2020): 02035. http://dx.doi.org/10.1051/matecconf/202032902035.

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The paper is focused on the influence of the thickness of nanolayers in the Ti-TiN-(Ti,Cr,Al)N coating on the cutting properties of the tools during the turning of 09G2S silicon-manganese steel. Coatings with the nanolayer thicknesses of 302, 70, and 16 nm were considered. The conducted studies have revealed that a tool with a coating in which the nanolayer thickness is equal to 16 nm demonstrates the longest tool life. At the same time, for such tool, the wear pattern is more balanced, and signs of brittle fracture on the coating are less pronounced. The Ti-TiN- (Ti,Cr,Al)N coating with the n
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23

Bitterlich, Bernd, Kilian Friederich, and Hasan Mandal. "SiAlON-SiC-Composites for Cutting Tools." Advances in Science and Technology 45 (October 2006): 1786–91. http://dx.doi.org/10.4028/www.scientific.net/ast.45.1786.

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CeramTec AG is a well-known manufacturer of cutting tool materials, especially for inserts based on silicon nitride. Some years ago it started the production of alpha/beta-SiAlONs because of their superior properties. Due to strong competition in the cutting tool business there is a constant need for further development of the cutting tool materials. One possibility to increase wear resistance and life time of cutting tools is to increase the hardness and maintaining the good toughness at the same time. This can be done by adding hard particles like e.g. SiC to an alpha/beta-SiAlON. In 2003 an
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24

Cheng, Yao Nan, Jun Qian, L. Liu, Ya Nan Gong, Y. Han, and F. G. Yan. "Experimental Study on Machinability of 2.25Cr-1Mo-0.25V Steel and Heavy Cutting Tool Life." Key Engineering Materials 693 (May 2016): 755–60. http://dx.doi.org/10.4028/www.scientific.net/kem.693.755.

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2.25Cr-1Mo-0.25V steel is the material of key parts of major equipment in petroleum and chemical field. Aiming at its unworkability and low heavy cutting tool life, at first, the tool life comparative experiment of cutting 42CrMo steel, 2.25Cr-1Mo-0.25Vsteel and 45 steel was carried out. It was found that process ability of 2.25Cr-1Mo-0.25Vsteel was the worst, the second was 42CrMo steel. And the tool life of cutting 45 steel was 2 times more than that of 2.25Cr-1Mo-0.25Vsteel. Then the comparative experiment of different tool life of cutting 2.25Cr-1Mo-0.25Vsteel was made under the condition
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25

Wongpanya, Pornwasa, Surasak Surinphong, and Jadesada Rujisomnapa. "Increasing Tool Life by AlCrTiSiN Film." Advanced Materials Research 853 (December 2013): 217–22. http://dx.doi.org/10.4028/www.scientific.net/amr.853.217.

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A cemented carbide end mill was coated with AlCrTiSiN film by cathodic arc physical vapor deposition methods (CAPVD). A performance of AlCrTiSiN film for increasing tool life was evaluated by scratch test, cutting test and oxidation test in comparison with uncoated end mill. From the scratch test, the AlCrTiSiN film was helpful to resist crack and delamination of coating. From the cutting test, the maximum flank wear of AlCrTiSiN film was about two times higher than that of the uncoated end mill resulting in tool life extension. From the oxidation test, the first oxide of AlCrTiSiN film genera
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26

Wang, Jiao, Hao Wang, and Ai Bing Yu. "Vibration Polishing Edge Preparation for Cemented Carbide Inserts." Applied Mechanics and Materials 201-202 (October 2012): 1174–77. http://dx.doi.org/10.4028/www.scientific.net/amm.201-202.1174.

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Micro-cracks on cutting edge will cause early breakages on cutting tools, accelerate tool wear and reduce cemented carbide tool life. Edge preparation can improve the cutting edge quality. Vibration polishing experiments were carried out for cemented carbide inserts edge preparation. Inserts and fixtures were put into the vibration polishing equipment which forced abrasive particles to collide and polish inserts. Edge preparation for fixed type insert and free type insert were compared with three sizes of abrasive particles. And the polishing time was changed for each testing cases. Experiment
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27

Yagyaev, Elmar, and Seran Akimov. "Modification of the Surface of a Reconditioned Cutting Tool via Laser Ablation." Materials Science Forum 1037 (July 6, 2021): 558–63. http://dx.doi.org/10.4028/www.scientific.net/msf.1037.558.

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The article discusses the possibility of using pulsed laser ablation of nanosecond duration to modify the surface of a cutting tool after regrinding and restoration. Experimental studies of the resistance characteristics of cutting tools with modified surfaces via laser ablation in air and in liquid have been carried out. It was found that after modifying the surface of cutting plates via laser ablation in air, the wear on the trailing surface of the cutting tool at a processing speed of V = 50 m/min is 8 times less than that of the untreated one, the build-up is 20 times less. The wear of the
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28

Murakami, Daisuke. "The Development Trend of Cutting Tools." Key Engineering Materials 407-408 (February 2009): 8–11. http://dx.doi.org/10.4028/www.scientific.net/kem.407-408.8.

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Cutting tools have been improved to endure severe environments in cutting operations. Especially, ceramic film coating technologies are important. Recently, film structure is optimized and tensile stress in film is controlled, as a result new tools which have the newest coating achieved double the tool life and 1.5 times higher efficiency compared with conventional tools. In tool design, progressive molding and sintering techniques allow more complicated tool shapes which have high rake angles to reduce cutting force, higher accuracy equivalent to grinding class tools and more excellent perfor
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29

Ráczkövi, László. "Wear Rate of CBN Cutting Tool in Hard Turning of 100Cr6 Bearing Steel." Key Engineering Materials 581 (October 2013): 50–54. http://dx.doi.org/10.4028/www.scientific.net/kem.581.50.

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The examination of wear and tool life of CBN cutting tools which are used for hard turning is a emphasized research theme, since the significant proportion of cost of machining associated with cutting tool. In this article we examined the wear of low CBN content cutting tool in case of hard turning of 100Cr6 bearing steel (HRC=62±2). The experiments were carried out with constant depth of cut and feed rate at three different cutting speeds. The flank wear of CBN inserts were measured after predetermined number of passes. The measured flank wear values were described as a function of cutting ti
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30

Lezanski, P., and M. C. Shaw. "Tool Face Temperatures in High Speed Milling." Journal of Engineering for Industry 112, no. 2 (1990): 132–35. http://dx.doi.org/10.1115/1.2899555.

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While it is now generally understood that in continuous chip forming processes such as turning, there is no magic high speed above which tool temperature decreases and tool life increases with increased cutting speed. However, it has been suggested that this may not be the case in intermittent cutting operations such as face milling. It is argued that in such an operation, the tool temperature oscillates between an ambient value at the beginning of a cut and a maximum value at the end of a cut. As cutting speed is increased, the cutting time per cut will decrease and hence the fractional appro
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31

Zhang, Shao Hua, Xian Guo Yan, Hong Guo, Fei Peng, Jun Ji Li, and Zhi Yang Feng. "The Influence of Tool Geometric Parameters on the Reliability of Deep Cryogenic High Speed Steel Taps." Key Engineering Materials 693 (May 2016): 959–64. http://dx.doi.org/10.4028/www.scientific.net/kem.693.959.

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The selection of geometric parameters of cryogenic tap has a direct effect on the reliability of tools and the precision of processed workpiece. Based on nonsubstitute Type-I Censoring Life Tests, a mathematical model in dynamic reliability of cryogenic tap is built, and the change of its reliability is explored. Combined with cutting tool life expansion equation, the effects of geometric parameters on wear life are presented. The results show that of the geometric parameters, rake angle taps in its effect on reliability with the increase in machining time and impact loading action, thus the q
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32

Hadzley, A. B., T. Norfauzi, U. A. A. Umar, A. A. Afuza, M. M. Faiz, and M. F. Naim. "Effect of sintering temperature on density, hardness and tool wear for alumina-zirconia cutting tool." Journal of Mechanical Engineering and Sciences 13, no. 1 (2019): 4648–60. http://dx.doi.org/10.15282/jmes.13.1.2019.21.0391.

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Combination of alumina (Al2O3) and zirconia (ZrO2) as cutting tool have been established themselves as a dominant in ceramic category for dry machining. The mechanical properties of Al2O3-ZrO2 cutting tool were critically dependent on its density and hardness, which affected by the powder preparation and sintering processes. This paper present the effect of sintering temperature on density, hardness and tool wear of Al2O3-ZrO2 cutting tool. Specific composition of 80-90 wt% Al2O3 and 10-20 wt% ZrO2 powders were mixed and ball milled for 12 hours. These powders then were compacted in the form o
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33

Zhang, D. D. "An adaptive procedure for tool life prediction in face milling." Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology 225, no. 11 (2011): 1130–36. http://dx.doi.org/10.1177/1350650111414332.

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Accurate prediction of tool life is essential to guarantee surface quality and economics of cutting operations in face milling. This article presents a procedure for tool life prediction through in-process adaptation of tool wear rate based on indirect measures. The procedure effectively accounts for the uncertainty of tool wear progress owing to the complexity of the machining process. First, sensor fusion of spindle motor current AC and DC portions is taken to estimate the actual tool wear through relevance vector machine. Then, a tool life prediction model relating flank wear with cutting t
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34

Ohta, Tsutomu, Ji Wang Yan, Sunao Kodera, et al. "Coolant Effects on Tool Wear in Machining Single-Crystal Silicon with Diamond Tools." Key Engineering Materials 389-390 (September 2008): 144–50. http://dx.doi.org/10.4028/www.scientific.net/kem.389-390.144.

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The service life of a diamond tool in cutting single-crystal silicon is normally very short because of severe tool wear. Therefore, it is important to use a proper coolant in order to restrain tool wear. In this paper, the performances of oil-based and water-based coolants were compared in silicon machining by investigating cutting forces and tool wear geometries. The water-based coolant was found to restrain flank wear more effectively than the oil-based one. The effective tool life using the water-based one was averagely three times longer than that using the oil-based one. The tool wear mec
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35

Wang, Song Hao, and Wei Bin Chen. "A Multi-Tip Turning Tool Structure for Thin and Long Pieces." Advanced Materials Research 683 (April 2013): 841–44. http://dx.doi.org/10.4028/www.scientific.net/amr.683.841.

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This paper presents the development of a Multi-Tip Tool Structure for fast turning process, to prolong overall tool life as well as to shorten machining time. Instead of one cutting edge in regular turning process, several cutting tools are used simultaneously in this assembly. With this arrangement, radial cutting forces are balanced with each other and the steady or follower rests in a regular lathe can be eliminated, for long and thin work pieces. Make the tooling structure more compact and more feasible for multi-head CNC turning or combo machining.
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36

Hosseinkhani, Keyvan, and Eu-Gene Ng. "A Unique Methodology for Tool Life Prediction in Machining." Journal of Manufacturing and Materials Processing 4, no. 1 (2020): 16. http://dx.doi.org/10.3390/jmmp4010016.

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In this paper, a unique approach for estimating tool life using a hybrid finite element method coupled with empirical wear rate equation is presented. In the proposed approach, the computational time was significantly reduced when compared to nodal movement technique. However, to adopt such an approach, the angle between tool’s rake and flank faces must be constant through the process and at least two cutting experiments need to be performed for empirical model calibration. It is also important to predict the sliding velocity along the tool/flank face interface accurately when using Usui’s mod
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Sakai, Katsuhiko, Yasuo Suzuki, Hisaya Inoue, Katsuyoshi Utino, and Yasuyuki Horikoshi. "Tool Life Improvement of Coated Carbide Tools Treated by Novel Nitriding Technique." Key Engineering Materials 407-408 (February 2009): 24–27. http://dx.doi.org/10.4028/www.scientific.net/kem.407-408.24.

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This paper describes the effects of novel nitriding technique used in various carbide cutting tools. In manufacturing, eco-friendly machining is demanded of late. So far, many kinds of methods were made practical, for example MQL process. Through the development of coating technology, dry cutting process has been used and even now more improvement of tool life is required. Both coated and the non-coated carbide tool were applied with novel nitriding to elongate their tool life. The results show novel nitriding decreased the coated carbide tool wear and improved its tool life 1.4 times longer t
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38

Wang, Song Hao, and Wei Bin Chen. "Introduction of a CNC Multi-Tip Turning Tool Structure with Option of Automatic Follower Rest." Advanced Materials Research 694-697 (May 2013): 1808–11. http://dx.doi.org/10.4028/www.scientific.net/amr.694-697.1808.

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A CNC controlled Multi-Tip Tool Structure for fastturning process is presented in this paper, to prolong overall tool life aswell as to shorten machining time. Instead of one cutting edge in regularturning process, several cutting tools are used simultaneously in thisassembly. With this arrangement, radial cutting forces are balanced with eachother and the steady or follower rests in a regular lathe can be eliminated,for long and thin work pieces. Make the tooling structure more compact and morefeasible for multi-head CNC lathe or combo machining.
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39

Isaka, Masakazu, Hiroshi Usuki, Satoshi Sakamoto, and Kazuyuki Kubota. "Machining of Difficult-to-Cut Materials with a Lubricant Coated Tool." Key Engineering Materials 407-408 (February 2009): 53–56. http://dx.doi.org/10.4028/www.scientific.net/kem.407-408.53.

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Tools coated with TiBON films of varying boron concentrations were made, and the influence of boron concentration on tool wear was investigated. The TiBON coating film acts as a lubricant at high temperature. Tools coated with such films were applied to the machining of difficult-to-cut materials (Ti-6Al-4V and Inconel 718), where the cutting temperature increases rapidly and heavy adhesion occurs. In the experiment, turning and interrupted cutting were performed. In cutting of Ti-6Al-4V, the tool coated with a film of high boron concentration showed long tool life. In turning of Inconel 718,
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Haris Nasution, Abdul, Suhardi Napid, Istu Sri Poneni, Abdurrozzaq Hasibuan, and Suliawati . "Machining Process Simulation to Find NC Program and Cutting Time." International Journal of Engineering & Technology 7, no. 2.13 (2018): 376. http://dx.doi.org/10.14419/ijet.v7i2.13.16924.

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To produce the bulk products in metal industry, tool path and cutting time are necessary to predict the amount of product that can be produced within a certain time (throughout the tool life). The ways used so far are to sacrifice some of the product as an experimental material. Using such a method will cause many losses, including much time to machining product by trial and error will cause the waste materials. To solve problem above, this paper described solution to get the accuracy of tool path and cutting time. The solution offered is to use software to simulate the machining process, so t
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Jiao, Feng, Ying Niu, Jia Liang Qi, and Jie Li. "A Study on Tool Wear Prediction in Ultrasonic Vibration Turning of Tungsten Carbide." Key Engineering Materials 693 (May 2016): 1228–34. http://dx.doi.org/10.4028/www.scientific.net/kem.693.1228.

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The prediction of tool wear can help understand the influence of tool wear on the machining process and result, and change or grind the worn tool in time. The two-dimensional ultrasonic vibration turning method can reduce the crack of tool and decrease the negative effect on processing thus extends the tool life. In this paper, two-dimensional ultrasonic cutting theory was applied to the precision machining of tungsten carbide. With self-developed two-dimensional ultrasonic cutting device, series of cutting experiments were carried out. During cutting process, the flank wear under different cu
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Hernández-González, Luis W., Dagnier A. Curra-Sosa, Roberto Pérez-Rodríguez, and Patricia D. C. Zambrano-Robledo. "Modeling Cutting Forces in High-Speed Turning using Artificial Neural Networks." TecnoLógicas 24, no. 51 (2021): e1671. http://dx.doi.org/10.22430/22565337.1671.

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Cutting forces are very important variables in machining performance because they affect surface roughness, cutting tool life, and energy consumption. Reducing electrical energy consumption in manufacturing processes not only provides economic benefits to manufacturers but also improves their environmental performance. Many factors, such as cutting tool material, cutting speed, and machining time, have an impact on cutting forces and energy consumption. Recently, many studies have investigated the energy consumption of machine tools; however, only a few have examined high-speed turning of plai
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Timata, Manit, and Charnnarong Saikaew. "Experimental and Simulation Study on Tool Life Models in Drilling of Forging Brass Using Uncoated-WC and AlCrN Coated-WC Tools." Coatings 9, no. 12 (2019): 853. http://dx.doi.org/10.3390/coatings9120853.

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Burr is an undesirable phenomenon occurring in drilling operation which is one of the essential operations in the machining industry since it is directly influencing the operating costs. Exit burr height (EBH) values as the function of drilling time during drilling the specific holes of the forging brass workpieces used for producing the water-valve components with the uncoated- tungsten carbide (WC) and the AlCrN coated-WC drills were discussed. The data sets of drilling time, corresponding to EBH values at the appropriate criterion were used to develop the tool life models in terms of cuttin
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Jiang, Fu Lin, Zhan Qiang Liu, Yi Wan, and Han Zhang. "Research on Transient Temperature of Cutting Tool during High Speed Slot Milling of AISI H13." Materials Science Forum 800-801 (July 2014): 715–19. http://dx.doi.org/10.4028/www.scientific.net/msf.800-801.715.

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Cutting tool temperature is the main factor that directly affects tool wear and tool life. In this paper we developed temperature model of tool insert during slot milling process, constructed by a combination of cutting time model and non-cutting model. A set of experiments are designed and carried out to obtain cutting induced temperatures at different cutting speeds during slot milling of AISI H13 steel. Experiments results indicate that tool insert temperature increases first and then decreases as the cutting speed grows, and a critical cutting speed for the tool insert temperature exists d
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Carpenter, I. D., and P. G. Maropoulos. "Automatic tool selection for milling operations Part 2: Tool sorting and variety reduction." Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 214, no. 4 (2000): 283–92. http://dx.doi.org/10.1243/0954405001517676.

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The first part of this paper introduced a procedure for rapidly calculating optimized cutting data for all the feasible tools for a given milling operation. Having produced this list of tools with associated optimized cutting conditions, the preferred tool is selected by sorting the list by a composite objective function incorporating a combination of four desirable conditions: maximum metal removal rate, maximum tool life, minimum overall cost and minimum overall cutting time. These four criteria are normalized by a constant multiplier and prioritized by user-defined weighting coefficients. T
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Malarvannan, R. Ravi Raja, T. V. Moorthy, and M. Shunmuga Priyan. "Performance of PVD Coated on High Speed Steel Cutting Tool in Industrial Applications." Advanced Materials Research 984-985 (July 2014): 495–501. http://dx.doi.org/10.4028/www.scientific.net/amr.984-985.495.

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An experimental investigation of mechanical properties of TiN and AlCrN Coated cutting tools have been performed at room Temperature. HSS single point cutting tool is taken as substrate material. Aluminium chromium nitride (AlCrN) and Titanium Nitride (TiN) is applied by physical vapour deposition method. Vaporized and condensed form of the desired film material on to various work piece surface is generally known as Physical Vapor Deposition (PVD). The finished product’s surface finish is increased by the coated tool and hence it reduces the cost of quality control process in industry. In unco
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Jarosz, Krzysztof, Piotr Niesłony, and Piotr Löschner. "The effect of changes in depth of cut and cutting speed of CNC toolpaths on turning process performance." Archives of Mechanical Technology and Materials 38, no. 1 (2018): 40–44. http://dx.doi.org/10.2478/amtm-2018-0007.

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Abstract In this article, a novel approach to computer optimization of CNC toolpaths by adjustment of cutting speed vcand depth of cut apis presented. Available software works by the principle of adjusting feed rate on the basis of calculations and numerical simulation of the machining process. The authors wish to expand upon this approach by proposing toolpath optimization by altering two other basic process parameters. Intricacies and problems related totheadjustment of apand vcwere explained in the introductory part. Simulation of different variant of the same turning process with different
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Liu, Xian Li, Geng Huang He, Wen Dong Li, and Fu Gang Yan. "Tool Life Evaluation Methods of Heavy Forging Hogging Machining Based on Image Processing Technology." Advanced Materials Research 670 (March 2013): 169–73. http://dx.doi.org/10.4028/www.scientific.net/amr.670.169.

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In practical production, the evaluation method of tool life that heavy forging shell ring is in hogging machining compare the length of its processing surface in a single direction, the method considers neither the actual cutting distance of cutting tool, nor the impact times sustained by the cutting tool, this paper provides a new method of tool life evaluation based on image processing technology. Through collecting images of processing surface of the work-piece, which contains the different colors and brightness caused by processed and unprocessed, and image processing, analysis and calcula
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Dahbi, Samya, Latifa Ezzine, and Haj El Moussami. "ARIMA-Based Time Series Model of Cutting Temperature in Facing Process." Journal of Advanced Manufacturing Systems 18, no. 03 (2019): 395–411. http://dx.doi.org/10.1142/s0219686719500215.

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During machining processes, cutting temperature directly affects cutting performances, such as surface quality, dimensional precision, tool life, etc. Thus, evaluation of cutting temperature rise in the tool–chip interface by reliable techniques can lead to improved cutting performances. In this paper, we present the modeling of cutting temperature during facing process by using time series approach. The experimental data were collected by conducting facing experiments on a Computer Numerical Control lathe and by measuring the cutting temperature by an infrared camera. The collected data were
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Goto, Masato, Wataru Takahashi, Wataru Sasaki, et al. "Effect of Cutting Conditions on Tool Wear in Driven Rotary Cutting of Maraging Steel." Key Engineering Materials 656-657 (July 2015): 208–13. http://dx.doi.org/10.4028/www.scientific.net/kem.656-657.208.

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In this paper, driven rotary cutting of maraging steel was carried out and the influence on tool wear of difference cutting conditions was investigated. As cutting conditions, different coolant conditions, cutting speeds, circumferential velocity ratios, tool inclination angles, tool rotation directions and normal rake angles were tested. We found that as the coolant quantity decreased and cutting speed increased, the width of flank wear increased. It was also found that the circumferential velocity ratio, tool inclination angle, tool rotation direction and normal rake angle have optimal condi
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