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Research status and development trend of tungsten alloy cutting

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Abstract

Tungsten alloy has excellent performance and has been widely used in military, aerospace and nuclear energy, and other cutting-edge industries. However, tungsten alloy has large hardness, high strength, and poor plastic deformation ability, which resulted in high cutting force and serious tool wear during the cutting process, leading to low surface quality of the workpiece after molding. Therefore, it is of great significance to strengthen the research on tungsten alloy cutting technology to promote the development of tungsten alloy application. Firstly, the research progress of tungsten alloy cutting process technology has been systematically reviewed, and the current status of cutting parameters optimization, new cutting methods and devices, and cutting fluid technology have been emphatically reviewed. Secondly, the types of tungsten alloy cutting tools, the relevant tool micro-texture, and tool coatings technology have been briefly described, and the composite cutting technology such as cryogenic cutting, electroplastically assisted cutting, and ultrasonic vibration assisted cutting and the effect of cutting performance prediction technology on tungsten alloy machining performance have been summarized. Finally, the development prospect of tungsten alloy cutting technology has been prospected.

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References

  1. Yin WH, Tang HP (2012) Refractory metal materials and engineering applications. Metallurgical industry press, Beijing

    Google Scholar 

  2. Radim K (2020) Design and optimization of induction heating for tungsten heavy alloy prior to rotary swaging. Int J Refractory Met Hard Mater 93:1–11

    Google Scholar 

  3. Jacobs J, Haque A, Kulkarni A, Singh J, Matson L (2019) Microstructure of tungsten metal alloys produced by field assisted sintering technology (FAST). International Journal of Refractory Metals and Hard Materials 84(c):1-8

  4. Liu YH, Zhang YH, Ge CC (2011) Research progresses on preparation technologies of tungsten coating. Mater Sci Eng Powder Metallurgy 16(03):315–322

    Google Scholar 

  5. You JH, Lutz W, Gerger H, Siddiq A, Brendel A, Höschen C, Schmauder S (2009) Fiber push-out study of a copper matrix composite with an engineered interface: experiments and cohesive element simulation. Int J Solids Structures 46(25–26):4277–4286

    Article  MATH  Google Scholar 

  6. Xie J, Fang G, Chen Z, Liang J (2018) Numerical and experimental studies on scattered mechanical properties for 3D needled C/C-SiC composites. Composite Structures 192:545–554

    Article  Google Scholar 

  7. Yu C (2015) Impact experimental and nanoscopic mechanical simulation investigation of tungsten alloy for penetrator. Dissertation, Beijing Institute of Technology

  8. Zhang CX, Qin LB, Mi WY, Bai ZG (2006) Recent research progress and prospect of armour-piercing projectile in China. Mater Sci Eng Powder Metallurgy 11(03):127–132

    Google Scholar 

  9. Senthilnathan N, Raja Annamalai A, Venkatachalam G (2017) Sintering of tungsten and tungsten heavy alloys of W-Ni–Fe and W–Ni–Cu: a review. Trans Indian Inst Metals 70(5):1161–1176

    Article  Google Scholar 

  10. Liu BB (2022) Study on preparation , microstructure and properties of multicomponent tungsten alloy. Dissertation, Shaanxi University of Technology

  11. Shen H, Jin L, Xie LM, Wang Yu (2008) Selection of MLC blade cutting parameters based on mechanical properties of tungsten alloy. New Technol New Proc 6:28–30

    Google Scholar 

  12. Pusavec F (2012) Porous tungsten machining under cryogenic conditions. Int J Refractory Metals Hard Mater 35:84–89

    Article  Google Scholar 

  13. Omole S, Lunt A, Kirk S, Shokrani A (2022) Advanced processing and machining of tungsten and its alloys. J Manuf Mater Proc 6(1):15

    Google Scholar 

  14. Hao SD (2015) Experimental study on high efficiency milling of tungsten alloy 95WNiCu. Dissertation, Tianjin University of Technology and Education.

  15. Edstrom C M, Phillips A G, Johnson L D (1980) Literature on fabrication of tungsten for application in pyrochemical processing of spent nuclear fuels. Rockwell International Corp, Golden, CO (USA). Rocky Flats Plant

  16. Oda E, Fujiwara H, Ameyama K (2008) Nano grain formation in tungsten by severe plastic deformation-mechanical milling process. Mater Trans 49(1):54–57

    Article  Google Scholar 

  17. Fan L, Yan P, Chen SQ, Chen H, Jiao L, Qiu TY, Wang XB (2022) Optimization of process parameters and performances of cryogenic cutting of magnesium alloy. J Harbin Inst Technol 54(7):53–69

    Google Scholar 

  18. Ma G, Zhao M, Xiang S, Zhu W, Mao X (2022) Effect of the severe plastic deformation on the corrosion resistance of a tantalum–tungsten alloy. Materials 15(21):7806

    Article  Google Scholar 

  19. Li WY, Sun SY, Zhu H, Kang CX (2022) Research on processing route and computer-aided programming of parts machining of warhead shaped charge liner. New technology and new process 17-20.

  20. Chen H, Sons ZK, Luo YW (2012) Study on precision cutting process of the Ta-12W alloy. Machinery Design Manuf 9:164–166

    Google Scholar 

  21. Li ZJ, Hao SD, Han J, Jin G, Yan B (2021) Influence of milling parameters of tungsten alloy (95WNiCu) on milling force. Machinery Res Appl 34(172):9–17

    Google Scholar 

  22. Chen B, Li SS, Liu GY, He X (2022) Research on the removal mechanism of grinding tungsten alloy. Surface Technology

  23. Zeng Y (2020) The research on micro-mechanical behavior and removal mechanism for tungsten alloy. Dissertation, Southwest Jiaotong University

  24. Kazuhiko N, Naohiko S, Mamoru M, Takeshi W, Hiroshi Y (2009) Ultra-precision machining of tungsten based alloys by cutting-burnishing method. Proceedings of the Institute of Precision Engineering Academic Lecture, PP.5-6

  25. Xu Z, Wang J, Yin S, Wu H, Yi L (2021) Compound machining of tungsten alloy aspheric mould by oblique-axis grinding and magnetorheological polishing. Int J Precision Eng Manuf 22(9):1487–1496

    Article  Google Scholar 

  26. Li CX, Xia J, Dong H (2006) Sliding wear of TiAl intermetallics against steel and ceramics of Al2O3, Si3N4 and WC/Co. Wear 261(5–6):693–701

    Article  Google Scholar 

  27. Qu J, Blau PJ, Watkins TR, Cavin OB, Kulkami NS (2005) Friction and wear of titanium alloys sliding against metal, polymer, and ceramic counterfaces. Wear 258(9):1348–1356

    Article  Google Scholar 

  28. Shi X, Zhai W, Wang M, Xu Z, Yao J, Song S, Zhang Q (2013) Tribological performance of Ni3Al–15 wt% Ti3SiC2 composites against Al2O3, Si3N4 and WC-6Co from 25 to 800 °C. Wear 303(1–2):244–254

    Article  Google Scholar 

  29. Niu Q, Zheng X, Chen M, Wei W (2014) Study on the tribological properties of titanium alloys sliding against WC-Co during the dry friction. Industrial Lubrication and Tribology 66(2):202–208

    Article  Google Scholar 

  30. Liu TF, Wang Y, Wang YY, Dai YJ (2022) Preparation and machining verification of high lubricity titanium alloy cutting fluid. Lubrication Eng 47(9):179–184

    Google Scholar 

  31. Liu L, He XH, Dong XW (2022) Research on niobium tungsten alloy turning technology. Sci Technol Innov 22:7–8

    Google Scholar 

  32. Zhang Y, Zhou Z, Lv Y, Wang JL, Shao L (2013) Wear behavior of natural diamond tool in cutting tungsten-based alloy. Int J Adv Manuf Technol 69(1):329–335

    Article  Google Scholar 

  33. Gao T, Li CH, Jia DZ, Zhang YB, Yang Y (2020) Surface morphology assessment of CFRP transverse grinding using CNT nanofluid minimum quantity lubrication. J Cleaner Prod 277:123328

    Article  Google Scholar 

  34. Khan SA, Soo SL, Aspinwall DK, Sage C, Harden P (2012) Tool wear/life evaluation when finish turning Inconel 718 using PCBN tooling. Procedia Cirp 1:283–288

    Article  Google Scholar 

  35. Olsson M, Bushlya V, Lenrick F, Ståhl Jan-Eric (2021) Evaluation of tool wear mechanisms and tool performance in machining single-phase tungsten. Int J Refractory Metals and Hard Mater 94:105379

    Article  Google Scholar 

  36. Legutko S, Winiarski P, Chwalczuk T, Marcincinova NL, Zak K (2017) Tool life of ceramic wedges during precise turning of tungsten. MATEC Web of Conferences, EDP Sciences, Paris, PP.02008

  37. Davim JP, Maranhão C, Cabral G, Grácio J (2009) Performance of cutting tools in machining Cu/W alloys for application in EDM electrodes. Int J Refractory Metals Hard Mater 27(4):676–682

    Article  Google Scholar 

  38. Ye Y, Ye WC (2006) Machining of tungsten alloy. World Manuf Eng Market 4:89–90

    Google Scholar 

  39. Zhang Y, Xia ZH, Xv DM (2016) Study on properties of W-Ni-Fe alloy for high speed precision cutting by PCBN tool. Powder Metallurgy Industry 26(6):35–40

    Google Scholar 

  40. Xv L (2021) Wear mechanism of diamond tool in rotary ultrasonic grinding of tungsten alloy. Dissertation, Southwest Jiaotong University

  41. Zhou XR, He L, Yuan S (2022) Advanced research progress of surface micro-texture in cutting process. Surface Technol 51(6):100–127

    Google Scholar 

  42. Tatsuya S, Toshiyuki E (2013) Crater and flank wear resistance of cutting tools having micro textured surfaces. Precision Eng 37(14):888–896

    Google Scholar 

  43. Suh M, Chae YH, Kim SS, Hinoki TS, Kohyama A (2010) Effect of geometrical parameters in micro-grooved crosshatch pattern under lubricated sliding friction. Tribology Intl 43(8):1508–1517

    Article  Google Scholar 

  44. Martin W, David L, John Å, Annika B (2018) Alternative Ni-based cemented carbide binder-hardness characterization by nano-indentation and focused ion beam. Intl J Refractory Metals Hard Mater 73:204–209

    Article  Google Scholar 

  45. Guo J, Wang XY, Zhao Y, Xv YB, Cui HL (2021) Recent progress on fabrication technologies and machining performance of textured cutting tools. J Mechanical Eng 57(13):172–200

    Article  Google Scholar 

  46. Xing YQ, Deng JX, Zhao J, Zhang K (2014) Cutting performance and wear mechanism of nanoscale and microscale textured Al2O3/TiC ceramic tools in dry cutting of hardened steel. Int J Refractory Metals Hard Mater 43:46–58

    Article  Google Scholar 

  47. Lei S, Devarajan S, Chang Z (2009) A study of micropool lubricated cutting tool in machining of mild steel. J Mater Proc Technol 209(3):1612–1620

    Article  Google Scholar 

  48. Xie J, Luo MJ, He JL, Liu XR, Tan TW (2012) Micro-grinding of micro-groove array on tool rake surface for dry cutting of titanium alloy. Intl J Precision Eng Manuf 13(10):1845–1852

    Article  Google Scholar 

  49. Moshkovith A, Perfiliev V, Gindin D, Parkansky N, Boxman R (2006) Surface texturing using pulsed air arc treatment. Wear 263(7):1467–1469

    Google Scholar 

  50. Kawasegi N, Sugimori H, Morimoto H, Morita N, Hori I (2009) Development of cutting tools with microscale and nanoscale textures to improve frictional behavior. Precision Eng 33(3):248–254

    Article  Google Scholar 

  51. Deng JX, Wu Z, Lian YS, Qi T, Cheng J (2012) Performance of carbide tools with textured rake-face filled with solid lubricants in dry cutting processes. Intl J Refractory Metals Hard Mater 30(1):164–172

    Article  Google Scholar 

  52. Jianxin D, Wenlong S, Hui Z (2009) Design, fabrication and properties of a self-lubricated tool in dry cutting. Intl J Machine Tools Manuf 49(1):66–72

    Article  Google Scholar 

  53. Maeng S, Min S (2020) Dry ultra-precision machining of tungsten carbide with patterned nano PCD tool. Procedia Manuf 48:452–456

    Article  Google Scholar 

  54. Zha XM (2020) Mechanical and cutting properties of bilayer and nano-multilayer structures of TiSiN/TiAlN. Dissertation, Huaqiao University

  55. Wang CH (2021) Micro wear mechanism of TIALN coated carbide tool in 93W machining. Dissertation, Southwest Jiaotong University

  56. Qi BY, He N, Li L, Zhao W, Dian R (2010) Cryogenic minimum quantity lubrication technology and its action mechanism. Mechanical Sci Technol0 Aerospace Eng 29(6):826–835

    Google Scholar 

  57. Fan QX, Lin J, Wang TG (2022) The latest research progress of tool coating materials. Surface Technol 512(1–19):28

    Google Scholar 

  58. Liu YL (2019) Properties characterization and wear performance analysis of coated carbide tools in machining of tungsten alloy. Dissertation, Southwest Jiaotong University

  59. Wang Q, Jin Z, Zhao Y, Niu L, Guo J (2021) A comparative study on tool life and wear of uncoated and coated cutting tools in turning of tungsten heavy alloys. Wear 482:203929

    Article  Google Scholar 

  60. Dong WM, Geng WT (2014) Experimentation research on small chip parts high-speed milling. Aviation Precision Manuf Technol 50(5):49–52

    Google Scholar 

  61. Godshall N A, Koehler D R, Liang A Y, Smith BK. A micro-machined resonator, US Patent US5198716, March 30rd 1993

  62. Larson L E. Micro-machined switch and method of fabrication, US Patent US5121089, June 9rd 1992

  63. Kamisuki S, Nose Y, Shimizu N, Yotsuya S. Micropump with valve structure, US Patent US 5259737, November 9rd 1993

  64. Herndon TO, Raffel JI. Interconnection system for high performance electronic hybrids, US Patent US 5345365, September 6rd 1994

  65. James CD, Katzenstein HS. Micromachined relay and method of forming the relay, US Patent US 5479042, December 26rd 1995

  66. Koehler DR, Sniegowski JJ, Bivens HM. Micro-machined resonator oscillator, US Patent US 5339051, August 16rd 1994

  67. Suzuki H, Sugama A, Kojima N. Oxygen electrode and temperature sensor, US Patent US 5431806, June 11rd 1995

  68. Waurzyniak P (2013) Micro manufacturing keeps shrinking the envelope. Manuf Eng 150:65–73

    Google Scholar 

  69. Zhou ZJ, Wang ZZ, Lin JX, Zhou QL (2022) Research status and development trend of titanium alloy cutting. Tool Eng 56(10):3–11

    Google Scholar 

  70. Boswell B, Islam MN, Davies IJ (2018) A review of micro-mechanical cutting. Int J Adv Manuf Technol 94(1):789–806

    Article  Google Scholar 

  71. Wu WF, Li L, He N, Chen MJ, Zhao M (2012) An experimental study on micro-cutting machining of pure tungsten. Mater Sci Forum 723:377–382

    Article  Google Scholar 

  72. Zhong L, Li L, Wu X, He N (2017) Micro cutting of pure tungsten using self-developed polycrystalline diamond slotting tools. Int J Adv Manuf Technol 89(5):2435–2445

    Article  Google Scholar 

  73. Ogawa Y, Katahira K, Shimada H, Yamazaki K, Aoyama H (2018) A comparative study on micro machining of super fine grain tungsten carbide by various micro PCD ball end-milling tools. Proceedings of the International Symposium on Flexible Automation 2018 International Symposium on Flexible Automation, Institute of Systems, Control and Information Engineers, Kanazawa, PP. 47-50

  74. Thamizhmanii S, Hasan S (2011) Machinability of hard martensitic stainless steel and hard alloy steel by CBN and PCBN tools by turning process. Proceedings of the world congress on engineering, PP. 554-559

  75. Wang L, Qin YN, Xiong N, Liu GR, Liu GH (2020) Evolution of impact toughness with different temperature of tungsten alloy. China Tungsten Industry 35(02):51–55

    Google Scholar 

  76. Li JM, Wang XY, Qiao Y, Fu XL, Guo PQ (2020) Experiment and simulation research on cryogenic cutting of Inconel 718. J Mechanical Eng 56(18):61–72

    Article  Google Scholar 

  77. Liu GD, Qiao Y (2020) Research progress on magnesium alloy and its cryogenic cutting. Tool Eng 54(09):3–6

    Google Scholar 

  78. Gao DQ, Zeng XJ, He NR, Jia JH, Gao SS (2020) Application of low temperature cutting technology in the processing of difficult materials. Manuf Technol Machine Tool 06:39–43

    Google Scholar 

  79. Nandam SR, Ravikiran U, Rao AA (2014) Machining of tungsten heavy alloy under cryogenic environment. Procedia Mater Sci 6:296–303

    Article  Google Scholar 

  80. Liu JY, Zhang KF (2016) Influence of electric current on superplastic deformation mechanism of 5083 aluminium alloy. Mater Sci Technol 32(6):540–546

    Article  Google Scholar 

  81. Magargee J, Morestin F, Cao J (2013) Characterization of flow stress for commercially pure titanium subjected to electrically assisted deformation. Journal of Engineering materials and Technology 135(4)

  82. Zhao ZF, Qi JG, Wang JZ (2013) Effects of electric pulse treatment on γ phase in silicon brass. Foundry Technol 34(09):1108–1111

    Google Scholar 

  83. Dobras D, Bruschi S, Simonetto E, Rutkowska GM, Ghiotti A (2020) The effect of direct electric current on the plastic behavior of AA7075 aluminum alloy in different states of hardening. Materials 14(1):73

    Article  Google Scholar 

  84. Hameed S (2017) Electroplastic cutting influence in machining processes. Dissertation, Universitat Politècnica de Catalunya.

  85. Chen L (2015) Research on the efficient, low-cost and high resolution processing technology on metallic mold surface. Dissertation, Tsinghua University.

  86. Jiang HT, Jin G, Qin N, Li ZJ, Yan B (2022) Test study on tungsten alloy milling based on electroplasticity effect. J Plasticity Eng 29(08):123–130

    Google Scholar 

  87. Lu D, Nie X, Shu R, Li ZK (2017) Experimental study of surface quality of TC4 titanium alloy in electroplastic turning. Tool Eng 51(08):68–72

    Google Scholar 

  88. Kumabe JI (1985) Finishing machining and vibration cutting-fundamentals and application. China machine press, Beijing, Han YK translated

    Google Scholar 

  89. Shi ZY, Cui P, Li X, Wan Y, Yuan J (2019) Overview of ultrasonic vibration assisted machining technology on fiber reinforced composites. Surface Technol 48(01):305–319

    Google Scholar 

  90. Chen DX, She QQ, Li Z, Chen DL (2020) Research progress of ultrasonic vibration assisted machining of titanium alloy. J Netshape Forming Eng 12(05):151–158

    Google Scholar 

  91. Chen J, Tian GX, Liu M, Chi YG, Liu YL (2008) Research on finishing size precision in ultrasonically vibrated dry turning. Tool Eng 05:45–48

    Google Scholar 

  92. Chen J, Tian GX, Chi YG, Liu M, Shan DW (2007) Surface roughness and micro profile of W-Fe-Ni alloy in ultrasonically assisted turning. Tool Eng 08:44–47

    Google Scholar 

  93. Shamoto E, Moriwaki T (1993) Fundamental study on elliptical vibration cutting. In Process of the 8th annual meeting, PP. 162—165

  94. Bai J, Xu Z, Qian L (2022) Precision-improving manufacturing produces ordered ultra-fine grained surface layer of tungsten heavy alloy through ultrasonic elliptical vibration cutting. Mater Design 220:110859

    Article  Google Scholar 

  95. Kang RK, Song X, Dong ZG, Pan YA, Zhang Y (2021) Study on surface integrity of tungsten alloy processed by ultrasonic elliptical vibration cutting. Surface Technol 50(11):321–328

    Google Scholar 

  96. Song Xin (2021) Study on surface integrity of tungsten alloy processed by ultrasonic elliptical vibration cutting. Dissertation, Dalian University of Technology

  97. Zhang J, Suzuki N, Wang Y, Shamoto E (2014) Fundamental investigation of ultra-precision ductile machining of tungsten carbide by applying elliptical vibration cutting with single crystal diamond. J Mater Proc Technol 214(11):2644–2659

    Article  Google Scholar 

  98. Zhang JG, Suzuki N, Kato T, Hino R, Shamoto E (2012) Influence of material composition on ductile machining of tungsten carbide in elliptical vibration cutting. Key Eng Mater 523–524:113–118

    Google Scholar 

  99. Suzuki N, Haritani M, Yang J, Hino R, Shamoto E (2007) Elliptical vibration cutting of tungsten alloy molds for optical glass parts. CIRP annals 56(1):127–130

    Article  Google Scholar 

  100. Zhao LX, Chen GJ, Xuan WT, Wang JX, Liu J (2022) Electroplastically assisted manufacturing technology for hard-to-working metal materials. Journal of Plasticity Engineering 29(09):11–24

    Google Scholar 

  101. Chen J, Liu M, Chi YG, Liu YL, Shan DW (2008) Research on the tool wear and finishing size precision in ultrasonically assisted turning W-based alloys. Machine Tool & Hydraulics 08:44–46

    Google Scholar 

  102. Liu M, Chen J, Shan DW, Chi YG (2006) Research on surface roughness of turned W-Fe-Ni alloy part by orthogonal test method. Tool Eng 12:52–54

    Google Scholar 

  103. Kurad S, Bradley C (1997) A review of machine vision sensors for tool condition monitoring. Computers in Industry 34(1):55–72

    Article  Google Scholar 

  104. Yang HC, Chen ZT, Zhou ZT (2015) Influence of cutting speed and tool wear on the surface integrity of the titanium alloy Ti-1023 during milling. Intl J Adv Manuf Technol 78(5–8):1113–1126

    Google Scholar 

  105. Sun J, Guo YB (2009) A comprehensive experimental study on surface integrity by end milling Ti–6Al–4V. J Mater Proc Technol 209(8):4036–4042

    Article  Google Scholar 

  106. Chen L, El-Wardany TI, Harris WC (2004) Modelling the effects of flank wear land and chip formation on residual stresses. CIRP Annals 53(1):95–98

    Article  Google Scholar 

  107. Guo JC, Li AH (2019) Advances in monitoring technology of tool wear condition. Tool Eng 53(05):3–13

    Google Scholar 

  108. Zhang JL, Starly B, Cai Y, Cohen Paul H, Lee YS (2017) Particle learning in online tool wear diagnosis and prognosis. J Manuf Proc 28:457–463

    Article  Google Scholar 

  109. Tan L, Yao C, Ren J, Zhang DH (2017) Effect of cutter path orientations on cutting forces, tool wear, and surface integrity when ball end milling TC17. Intl J Adv Manuf Technol 88(9):2589–2602

    Article  Google Scholar 

  110. Liu MK, Tseng YH, Tran MQ (2019) Tool wear monitoring and prediction based on sound signal. Intl J Adv Manuf Technol 103(9):3361–3373

    Article  Google Scholar 

  111. Shi CX (2018) Research on cutting state monitoring technology based on machine learning. Dissertation, Beijing Institute of Technology

  112. Sagar CK, Priyadarshini A, Gupta AK, Devanshi M (2021) Experimental investigation of tool wear characteristics and analytical prediction of tool life using a modified tool wear rate model while machining 90 tungsten heavy alloys. Proc Inst Mechanical Eng Part B: J Eng Manuf 235(1–2):242–254

    Article  Google Scholar 

  113. Zhao H, Barber GC, Zou Q (2002) A study of flank wear in orthogonal cutting with internal cooling. Wear 253(9–10):957–962

    Article  Google Scholar 

  114. Jiao F, Niu Y, Zhang MJ (2018) Prediction of machining dimension in laser heating and ultrasonic vibration composite assisted cutting of tungsten carbide. J Adv Manuf Systems 17(01):35–45

    Article  Google Scholar 

  115. Shen H, Jin L, Xie LM (2008) Prediction of turning temperature of MLC tungsten alloy blade based on BP neural network. Machine Design Manuf Eng 13:30–32

    Google Scholar 

  116. Beruvides G, Castaño F, Quiza R, Rodolfo EH (2016) Surface roughness modeling and optimization of tungsten–copper alloys in micro-milling processes. Measurement 86:246–252

    Article  Google Scholar 

  117. Pan YN, Kang RK, Dong ZG, Du WH, Yin S, Bao Y (2020) On-line prediction of ultrasonic elliptical vibration cutting surface roughness of tungsten heavy alloy based on deep learning. J Intelligent Manuf 33(3):1–11

    Google Scholar 

  118. Liu Y, Liu X, Li L, Tian Y (2020) Numerical investigation of the derivative cutting effect of micro-textured tools in dry cutting of Ti6Al4V. Mater Sci Forum 5996:123–129

    Article  Google Scholar 

  119. Parida AK, Rao PV, Ghosh S (2020) Performance of textured tool in turning of Ti–6Al–4V alloy: numerical analysis and experimental validation. J Brazilian Soc Mechanical Sci Eng 42(5):1–14

    Article  Google Scholar 

  120. Wu Z, Bao H, Liu L, Xing YQ, Huang P (2020) Numerical investigation of the performance of micro-textured cutting tools in cutting of Ti-6Al-4V alloys. Intl J Adv Manuf Technol 108(1):463–474

    Article  Google Scholar 

  121. Pang K, Wang D (2020) Study on the performances of the drilling process of nickel-based super alloy Inconel 718 with differently micro-textured drilling tools. Intl J Mechanical Sci 180:105658

    Article  Google Scholar 

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Funding

This work was supported by the National Natural Science Foundation of China (52175431).

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Authors and Affiliations

  1. School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin, 30022, China

    Zhiwei Yu, Guangjun Chen, Jianxiao Wang, Jie Liu & Xiongfei Jia

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  1. Zhiwei Yu
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  2. Guangjun Chen
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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Zhiwei Yu, Guangjun Chen, Jianxiao Wang, Jie Liu, and Xiongfei Jia. The first draft of the manuscript was written by Zhiwei Yu and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Guangjun Chen.

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Yu, Z., Chen, G., Wang, J. et al. Research status and development trend of tungsten alloy cutting. Int J Adv Manuf Technol 125, 4435–4451 (2023). https://doi.org/10.1007/s00170-023-11025-9

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