Abstract
This paper primarily determined the suitable technique for the preparation of WS2/C coating by the analytical hierarchy process (AHP) with a keen focus on the criteria of coating property, deposition process, resource and equipment. Further, some cutting performances of six cutting tools with different treatments, including cutting forces, cutting temperatures, wear mechanisms, tool life, etc. were investigated in dry cutting AISI1045 steel. The optimal lubricating condition for dry cutting process was obtained when using the cutting tools configured with the combination of WS2/C coating and shark-skin-inspired structures. Finally, the sustainability assessment was carried out by the calculation of the product sustainability index (PSI). The highest PSI of 78.6% was obtained in case of the dry cutting experiment using WMT-2-N tools, which provided a suggested favorable alternative considering both product and manufacturing process. Thus, dry cutting AISI1045 steel using WMT-2-N tools seems to be an environmentally-friendly machining process and would be helpful to enhance sustainability.
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Abbreviations
- γ 0 :
-
Rake angle (deg)
- α 0 :
-
Clearance angle (deg)
- κ r :
-
Cutting edge angle (deg)
- λ s :
-
Edge inclination angle (deg)
- f:
-
Feed rate (mm/r)
- ap :
-
Depth of cutting (mm)
- ν :
-
Cutting speed (m/min)
- Ff :
-
Feed force (N)
- Fp :
-
Radial thrust force (N)
- Fc :
-
Tangential force (N)
- μ :
-
Tool-chip friction coefficient
- ϕ:
-
Shear angle (deg)
- ξ :
-
Chip thickness ratio
- ach :
-
Deformed chip thickness (mm)
- acp :
-
Undeformed chip thickness (mm)
- N:
-
Spindle speed (rpm
References
Chetan, Ghosh, S., & Venkateswara Rao, P. (2015). Application of sustainable techniques in metal cutting for enhanced machinability: a review. Journal of Cleaner Production, 100, 17–34. https://doi.org/10.1016/j.jclepro.2015.03.039
Jayal, A. D., Badurdeen, F., Dillon, O. W., & Jawahir, I. S. (2010). Sustainable manufacturing: modeling and optimization challenges at the product, process and system levels. CIRP Journal of Manufacturing Science and Technology, 2, 144–152. https://doi.org/10.1016/j.cirpj.2010.03.006
Moldavska, A., & Welo, T. (2017). The concept of sustainable manufacturing and its definitions: a content-analysis based literature review. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2017.08.006
Motyka, M., Ziaja, W., Sieniawski, J. (2017). Titanium alloys novel aspects of their manufacturing and processing. IntechOpen. 2019. https://doi.org/10.5772/intechopen.82344
Pusavec, F., Krajnik, P., & Kopac, J. (2010). Transitioning to sustainable production—Part I: application on machining technologies. Journal of Cleaner Production, 18, 174–184. https://doi.org/10.1016/j.jclepro.2009.08.010
Klocke, F., & Eisenblätter, G. (1997). Dry cutting. CIRP Annals, 46, 519–526. https://doi.org/10.1016/S0007-8506(07)60877-4
Marksberry, P. W. (2007). Micro-flood (MF) technology for sustainable manufacturing operations that are coolant less and occupationally friendly. Journal of Cleaner Production, 15, 958–971. https://doi.org/10.1016/j.jclepro.2006.01.006
Calvert, G. M., Ward, E., Schnorr, T. M., & Fine, L. J. (1998). Cancer risks among workers exposed to metalworking fluids: a systematic review. American Journal of Industrial Medicine, 33, 282–292. https://doi.org/10.1002/(sici)1097-0274(199803)33:3%3c282::aid-ajim10%3e3.0.co;2-w
Abdelrazek, A. H., Choudhury, I. A., Nukman, Y., & Kazi, S. N. (2020). Metal cutting lubricants and cutting tools: a review on the performance improvement and sustainability assessment. International Journal of Advanced Manufacturing Technology, 106, 4221–4245. https://doi.org/10.1007/s00170-019-04890-w
Narasimhulu, A., Ghosh, S., & Rao, P. V. (2015). Study of tool wear mechanisms and mathematical modeling of flank wear during machining of Ti alloy (Ti6Al4V). Journal of The Institution of Engineers (India) Series C, 96, 279. https://doi.org/10.1007/s40032-014-0162-9
Sharma, V. S., Dogra, M., & Suri, N. M. (2009). Cooling techniques for improved productivity in turning. International Journal of Machine Tools and Manufacture, 49, 435–453. https://doi.org/10.1016/j.ijmachtools.2008.12.010
Li, X., Deng, J., Ge, D., & Yue, H. (2020). Rapid crystallization of electrohydrodynamically atomized ZrO2 thin films by laser annealing. Applied Surface Science, 510, 145510. https://doi.org/10.1016/j.apsusc.2020.145510
Sadeghzade, S., Emadi, R., Tavangarian, F., & Doostmohammadi, A. (2020). The influence of polycaporolacton fumarate coating on mechanical properties and in vitro behavior of porous diopside-hardystonite nano-composite scaffold. Journal of the Mechanical Behavior of Biomedical Materials, 101, 103445. https://doi.org/10.1016/j.jmbbm.2019.103445
Karthick, S., Shalini, S., Mani Prabu, S. S., Suhel, K., Vandan, A., Puneet, C., Manoj Kumar, S., Venkatesh, R., & Palani, I. A. (2020). Influence of quaternary alloying addition on transformation temperatures and shape memory properties of Cu–Al–Mn shape memory alloy coated optical fiber. Measurement, 153, 107379. https://doi.org/10.1016/j.measurement.2019.107379
Domínguez-Meister, S., Conte, M., Igartua, A., Rojas, T. C., & Sanchez-Lopez, J. C. (2015). Self-lubricity of WSex nanocomposite coatings. ACS Applied Materials and Interfaces, 7, 7979–7986. https://doi.org/10.1021/am508939s
Lian, Y., Chen, H., Mu, C., Deng, J., & Lei, S. (2018). Experimental investigation and mechanism analysis of tungsten disulfide soft coated micro-nano textured self-lubricating dry cutting tools. International Journal of Precision Engineering and Manufacturing-Green Technology, 5, 219–230. https://doi.org/10.1007/s40684-018-0022-9
Xing, Y., Wu, Z., Yang, J., Wang, X., & Liu, L. (2020). LIPSS combined with ALD MoS2 nano-coatings for enhancing surface friction and hydrophobic performances. Surface and Coatings Technology, 385, 125396. https://doi.org/10.1016/j.surfcoat.2020.125396
Tyagi, R., Das, A. K., & Mandal, A. (2018). Electrical discharge coating using WS2 and Cu powder mixture for solid lubrication and enhanced tribological performance. Tribology International, 120, 80–92. https://doi.org/10.1016/j.triboint.2017.12.023
Ding, X., Zeng, X. T., He, X. Y., & Chen, Z. (2010). Tribological properties of Cr- and Ti-doped MoS2 composite coatings under different humidity atmosphere. Surface and Coatings Technology, 205, 224–231. https://doi.org/10.1016/j.surfcoat.2010.06.041
Banerji, A., Bhowmick, S., & Alpas, A. T. (2016). Role of temperature on tribological behaviour of Ti containing MoS2 coating against aluminum alloys. Surface and Coatings Technology. https://doi.org/10.1016/j.surfcoat.2016.09.044
Zhang, X., Qiao, L., Chai, L., Xu, J., Shi, L., & Wang, P. (2016). Structural, mechanical and tribological properties of Mo–S–N solid lubricant films. Surface and Coatings Technology, 296, 185–191. https://doi.org/10.1016/j.surfcoat.2016.04.040
Xu, J., Chai, L., Qiao, L., He, T., & Wang, P. (2016). Influence of C dopant on the structure, mechanical and tribological properties of r.f.-sputtered MoS2/a-C composite films. Applied Surface Science, 364, 249–256. https://doi.org/10.1016/j.apsusc.2015.12.152
Zeleny, J. (1914). The electrical discharge from liquid points, and a hydrostatic method of measuring the electric intensity at their surfaces. Physical Review, 3, 69–91. https://doi.org/10.1103/PhysRev.3.69
Li, X., Deng, J., Yue, H., Ge, D., & Zou, X. (2019). Wear performance of electrohydrodynamically atomized WS2 coatings deposited on biomimetic shark-skin textured surfaces. Tribology International, 134, 240–251. https://doi.org/10.1016/j.triboint.2019.02.015
Li, X., Deng, J., Liu, L., Zhang, L., Sun, J., Ge, D., Liu, Y., & Duan, R. (2018). Tribological properties of WS2 coatings deposited on textured surfaces by electrohydrodynamic atomization. Surface and Coatings Technology, 352, 128–143. https://doi.org/10.1016/j.surfcoat.2018.08.011
Zhang, J., Lee, Y. J., & Wang, H. (2020). Surface texture transformation in micro-cutting of AA6061-T6 with the rehbinder effect. International Journal of Precision Engineering and Manufacturing-Green Technology. https://doi.org/10.1007/s40684-020-00260-0
Wei, Y., Kim, M.-R., Lee, D.-W., Park, C., & Park, S. S. (2017). Effects of micro textured sapphire tool regarding cutting forces in turning operations. International Journal of Precision Engineering and Manufacturing-Green Technology, 4, 141–147. https://doi.org/10.1007/s40684-017-0017-y
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 Engineering, 33, 248–254. https://doi.org/10.1016/j.precisioneng.2008.07.005
Jianxin, D., Ze, W., Yunsong, L., Ting, Q., & Jie, C. (2012). Performance of carbide tools with textured rake-face filled with solid lubricants in dry cutting processes. International Journal of Refractory Metals and Hard Materials, 30, 164–172. https://doi.org/10.1016/j.ijrmhm.2011.08.002
Sugihara, T., & Enomoto, T. (2009). Development of a cutting tool with a textured surface for dry cutting of aluminum alloys. International Journal of Automation Technology, 3, 199–203. https://doi.org/10.20965/ijat.2009.p0199
Wang, Y., Li, N., Ma, Y., Tong, J., Pfleging, W., & Sun, J. (2020). Field experiments evaluating a biomimetic shark-inspired (BioS) subsoiler for tillage resistance reduction. Soil and Tillage Research, 196, 104432. https://doi.org/10.1016/j.still.2019.104432
Fatima, A., & Mativenga, P. (2015). On the comparative cutting performance of nature-inspired structured cutting tool in dry cutting of AISI/SAE 4140. Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture. https://doi.org/10.1177/0954405415617930
Wan, C., & Gorb, S. (2019). Friction Reduction Mechanism of the Cuticle Surface in the Sandhopper Talitrus Saltator (Amphipoda. Talitridae): Acta Biomaterialia. https://doi.org/10.1016/j.actbio.2019.10.031
Lu, Y., Hua, M., & Liu, Z. (2014). The biomimetic shark skin optimization design method for improving lubrication effect of engineering surface. Journal of Tribology, 136, 317031–3170313. https://doi.org/10.1115/1.4026972
Li, X., Deng, J., Lu, Y., Zhang, L., Sun, J., & Wu, F. (2019). Tribological behavior of ZrO2/WS2 coating surfaces with biomimetic shark-skin structure. Ceramics International, 45, 21759–21767. https://doi.org/10.1016/j.ceramint.2019.07.177
Zhang, Y., Wang, R., Huang, P., Wang, X., & Wang, S. (2020). Risk evaluation of large-scale seawater desalination projects based on an integrated fuzzy comprehensive evaluation and analytic hierarchy process method. Desalination, 478, 114286. https://doi.org/10.1016/j.desal.2019.114286
Zhang, K., Deng, J., Meng, R., Gao, P., & Yue, H. (2015). Effect of nano-scale textures on cutting performance of WC/Co-based Ti55Al45N coated tools in dry cutting. International Journal of Refractory Metals and Hard Materials. https://doi.org/10.1016/j.ijrmhm.2015.02.011
Scharf, T. W., Prasad, S. V., Dugger, M. T., Kotula, P. G., Goeke, R. S., & Grubbs, R. K. (2006). Growth, structure, and tribological behavior of atomic layer-deposited tungsten disulphide solid lubricant coatings with applications to MEMS. Acta Materialia, 54, 4731–4743. https://doi.org/10.1016/j.actamat.2006.06.009
Von Lim, Y., Wang, Y., Guo, L., Kong, D., Ang, L. K., Wong, J., & Yang, H. Y. (2017). Cubic-shaped WS2 nanopetals on Prussian blue derived nitrogen-doped carbon nanoporous framework for high performance sodium-ion batteries. Journal of Materials Chemistry A. https://doi.org/10.1039/C7TA01821E
Braham-Bouchnak, T., Germain, G., Morel, A., & Furet, B. (2015). Influence of high-pressure coolant assistance on the machinability of the titanium alloy Ti555–3. Machining Science and Technology, 19, 134–151. https://doi.org/10.1080/10910344.2014.991029
Song, W., Wang, Z., Wang, S., Zhou, K., & Guo, Z. (2017). Experimental study on the cutting temperature of textured carbide tool embedded with graphite. International Journal of Advanced Manufacturing Technology, 93, 3419–3427. https://doi.org/10.1007/s00170-017-0683-5
Shaw, M. C. (1984). Metal Cutting Principles. New York: Oxford University Press.
Groover, M. P. (2010). Fundamentals of modern manufacturing: materials, processes, and systems (4th ed.). New York: John Wiley & Sons.
Padhan, S., Das, A., Santoshwar, A., Dharmendrabhai, T. R., & Das, S. R. (2020). Sustainability assessment and machinability investigation of austenitic stainless steel in finish turning with advanced ultra-hard SiAlON ceramic tool under different cutting environments. Silicon. https://doi.org/10.1007/s12633-020-00409-1
Kadam, G., & Pawade, R. (2017). Surface integrity and sustainability assessment in high-speed machining of Inconel 718—an eco-friendly green approach. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2017.01.104
Zhao, D., Tian, Q., Wang, M., & Jin, Y. (2014). Study on the hydrophobic property of shark-skin-inspired micro-riblets. Journal of Bionic Engineering, 11, 296–302. https://doi.org/10.1016/S1672-6529(14)60046-9
Hamdi, A., Bouchelaghem, H., Yallese, M., Mohamed, E., & Fnides, B. (2014). Machinability investigation in hard turning of AISI D3 cold work steel with ceramic tool using response surface methodology. International Journal of Advanced Manufacturing Technology, 73, 1775–1788. https://doi.org/10.1007/s00170-014-5950-0
Jamil, M., Khan, A. M., He, N., Li, L., Iqbal, A., & Mia, M. (2019). Evaluation of machinability and economic performance in cryogenic-assisted hard turning of α-β titanium: a step towards sustainable manufacturing. Machining Science and Technology, 23, 1022–1046. https://doi.org/10.1080/10910344.2019.1652312
Acknowledgements
This work is supported by the Natural Science Foundation of Shandong Province (ZR2018ZB0522), National Natural Science Foundation of China (51675311) and the China Scholarship Council.
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Li, X., Deng, J., Lu, Y. et al. Machinability Investigation and Sustainability Assessment of Dry Cutting AISI1045 Steel Using Tools Configured with Shark-Skin-Inspired Structures and WS2/C Coatings. Int. J. of Precis. Eng. and Manuf.-Green Tech. 9, 83–106 (2022). https://doi.org/10.1007/s40684-021-00330-x
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DOI: https://doi.org/10.1007/s40684-021-00330-x