氧化石墨烯水基纳米流体静电雾化切削铝合金的加工性能及优化

苏宇, 武铭豪, 仇硕硕, 刘盼, 褚泽鹏

表面技术 ›› 2026, Vol. 55 ›› Issue (15) : 123-137.

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PDF(8307 KB)
表面技术 ›› 2026, Vol. 55 ›› Issue (15) : 123-137. DOI: 10.16490/j.cnki.issn.1001-3660.2026.15.010
精密与超精密加工

氧化石墨烯水基纳米流体静电雾化切削铝合金的加工性能及优化

  • 苏宇1,*, 武铭豪1, 仇硕硕1, 刘盼2, 褚泽鹏3
作者信息 +

Processing Performance and Optimization of Electrostatic Atomization Cutting of Aluminum Alloy Using Graphene Oxide Water-based Nanofluids

  • SU Yu1,*, WU Minghao1, QIU Shuoshuo1, LIU Pan2, CHU Zepeng3
Author information +
文章历史 +

摘要

目的 水基纳米流体静电雾化借助高压静电场将荷电雾滴定向输送至加工区,可有效提高流体利用率,改善加工性能。然而目前尚未对水基纳米流体静电雾化切削性能进行研究,缺乏对其与荷电、润湿性能关联的认识,亟待开展相关工作。方法 测试了氧化石墨烯水基纳米流体静电雾化的模式、荷电及润湿性能,采用单因素与正交试验方法进行铝合金切削试验,研究了电压、氧化石墨烯含量及流量对切削力和切削区表面温度的影响,并利用信噪比和灰色关联度分析方法优化了氧化石墨烯含量、流量和切削速度,以有效减力降温。结果 与去离子水静电雾化相比,氧化石墨烯水基纳米流体静电雾化的切削力与切削区表面温度分别减小1.59%~6.71%和0.54%~13.87%。荷电与润湿性能、雾化分散性及氧化石墨烯水基纳米流体的流动性和分散性共同影响切削力和切削区表面温度随电压和氧化石墨烯含量的变化趋势。就降低减力降温的综合效果而言,最优的氧化石墨烯含量(体积分数)、流量及切削速度分别为0.3%、5 mL/h和353 m/min。最优参数下的刀具磨损和加工表面粗糙度较去离子水和LB2000植物性润滑油静电雾化分别降低27.8%~30.8%和7.7%~31.5%。结论 添加的氧化石墨烯不仅改善静电雾化效果和润湿性能,而且在切削表面可沉积形成润滑层,从而改善铝合金切削的加工性能。

Abstract

Water-based nanofluid electrostatic spray can effectively improve the utilization rate of water-based nanofluids and enhance the processing performance by using high-voltage electrostatic field to transport charged droplets to the processing area. However, at present, the electrostatic spray cutting performance using water-based nanofluids has not been studied, and there is a lack of understanding of its relationship with charging performance and wettability. Therefore, it is urgent to carry out relevant works. The mode, charging performance, and wettability for electrostatic spray using graphene oxide water-based nanofluids are tested in this work. The single factor and orthogonal test methods are used to carry out the electrostatic spray cutting of aluminum alloy with graphene oxide water-based nanofluids. Based on the test results of spray current and charged droplet's surface tension and contact angle, the effects of voltage, graphene oxide content, and flow rate on cutting force and surface temperature of the cutting zone are studied. The graphene oxide content, flow rate, and cutting speed are optimized by using signal-to-noise ratio and grey correlation analysis method, so as to reduce the force and the temperature effectively. In addition, the tool wear test and machined surface quality inspection for electrostatic spray cutting with deionized water, graphene oxide water-based nanofluid, and LB2000 vegetable lubricating oil under the optimal parameters are carried out to further confirm the processing effect of the optimal parameters. The spray test results show that conical jet is a spray mode for continuous cooling and lubrication of cutting edges. The spray current of electrostatic spray using graphene oxide water-based nanofluids is higher than that of deionized water electrostatic spray, while the surface tension and contact angle of charged droplets are lower compared with deionized water electrostatic spray. The increase of voltage, graphene oxide content, and flow rate can easily lead to the improvement of charging performance and wettability. The single factor cutting test results indicate that compared with deionized water electrostatic spray, the cutting force and surface temperature of the cutting zone for electrostatic spray using graphene oxide water-based nanofluids are reduced by 1.59%-6.71% and 0.54%-13.87%, respectively. The changing trends of cutting force and surface temperature in the cutting zone with voltage and graphene oxide content are affected by the charging and wetting properties, spray dispersion, and the fluidity and dispersion of graphene oxide water-based nanofluids. The signal-to-noise ratio and grey correlation analysis for the orthogonal experimental results suggest that in terms of the comprehensive effect of reducing the cutting force and the surface temperature of the cutting zone, the optimal graphene oxide content, flow rate, and cutting speed are 0.3vol.%, 5 mL/h, and 353 m/min, respectively. Compared with deionized water electrostatic spray and LB2000 vegetable oil electrostatic spray, the tool wear and machined surface roughness under the optimal parameters are lowered by 27.8%-30.8% and 7.7%-31.5%, respectively. The addition of graphene oxide not only improves the electrostatic spray effect and wettability, but also deposits on the cutting surface to form a lubricating layer, thus improving the cooling and lubrication performance and consequently enhancing the processing performance of aluminum alloy cutting.

关键词

铝合金 / 切削 / 氧化石墨烯水基纳米流体 / 静电雾化 / 微量润滑

Key words

aluminum alloy / cutting / graphene oxide water-based nanofluid / electrostatic atomization / minimal quantity lubrication

引用本文

导出引用
苏宇, 武铭豪, 仇硕硕, 刘盼, 褚泽鹏. 氧化石墨烯水基纳米流体静电雾化切削铝合金的加工性能及优化[J]. 表面技术. 2026, 55(15): 123-137
SU Yu, WU Minghao, QIU Shuoshuo, LIU Pan, CHU Zepeng. Processing Performance and Optimization of Electrostatic Atomization Cutting of Aluminum Alloy Using Graphene Oxide Water-based Nanofluids[J]. Surface Technology. 2026, 55(15): 123-137
中图分类号: TG506   

参考文献

[1] 吴喜峰, 许文昊, 马浩, 等. 静电雾化机理及微量润滑铣削7075铝合金表面质量评价[J]. 表面技术, 2023, 52(6): 337-350.
WU X F, XU W H, MA H, et al.Mechanism of Electrostatic Atomization and Surface Quality Evaluation of 7075 Aluminum Alloy under Electrostatic Minimum Quantity Lubrication Milling[J]. Surface Technology, 2023, 52(6): 337-350.
[2] 宋宇翔, 许芝令, 李长河, 等. 纳米生物润滑剂微量润滑磨削性能研究进展[J]. 表面技术, 2023, 52(12): 1-19.
SONG Y X, XU Z L, LI C H, et al.Research Progress on the Grinding Performance of Nanobiolubricant Minimum Quantity Lubrication[J]. Surface Technology, 2023, 52(12): 1-19.
[3] XU W H, LI C H, ZHANG Y B, et al.Electrostatic Atomization Minimum Quantity Lubrication Machining: From Mechanism to Application[J]. International Journal of Extreme Manufacturing, 2022, 4(4): 042003.
[4] 沈炜智, 牛秋林, 荆露, 等. 基于微量润滑的Al-60%Si合金铣削性能试验研究[J]. 航空制造技术, 2025, 68(15): 130-138.
SHEN W Z, NIU Q L, JING L, et al.Experimental Study on Milling Performance of Al-60%Si Alloy Based on Minimum Quantity Lubrication[J]. Aeronautical Manufacturing Technology, 2025, 68(15): 130-138.
[5] 吴浩, 刘纪新, 周宗明, 等. 多能场赋能生物润滑剂微量润滑磨削研究进展[J]. 工具技术, 2025, 59(9): 1-12.
WU H, LIU J X, ZHOU Z M, et al.Research Progress on Multi-Energy Field-Empowered Nano-Biolubricant for Minimum Quantity Lubrication Grinding[J]. Tool Engineering, 2025, 59(9): 1-12.
[6] 王晓铭, 李长河, 张彦彬, 等. 微量润滑赋能雾化与供给系统关键技术研究进展[J]. 表面技术, 2022, 51(9): 1-14.
WANG X M, LI C H, ZHANG Y B, et al.Research Progress on Key Technology of Enabled Atomization and Supply System of Minimum Quantity Lubrication[J]. Surface Technology, 2022, 51(9): 1-14.
[7] CHOUDHARY A, NASKAR A, PAUL S.An Investigation on Application of Nano-Fluids in High Speed Grinding of Sintered Alumina[J]. Journal of Manufacturing Processes, 2018, 35: 624-633.
[8] SIDIK N A C, SAMION S, GHADERIAN J, et al. Recent Progress on the Application of Nanofluids in Minimum Quantity Lubrication Machining: A Review[J]. International Journal of Heat and Mass Transfer, 2017, 108: 79-89.
[9] SHINGE V R, PABLE M J.Effect of Nano-Minimum Quantity Lubrication on Cutting Temperature and Surface Roughness of Milling AISI D3 Tool Steel[J]. Materials Today: Proceedings, 2023, 72: 1758-1764.
[10] NASKAR A, SINGH B B, CHOUDHARY A, et al.Effect of Different Grinding Fluids Applied in Minimum Quantity Cooling-Lubrication Mode on Surface Integrity in cBN Grinding of Inconel 718[J]. Journal of Manufacturing Processes, 2018, 36: 44-50.
[11] NAJIHA M S, RAHMAN M M.Experimental Investigation of Flank Wear in End Milling of Aluminum Alloy with Water-Based TiO2 Nanofluid Lubricant in Minimum Quantity Lubrication Technique[J]. The International Journal of Advanced Manufacturing Technology, 2016, 86(9): 2527-2537.
[12] NAJIHA M S, RAHMAN M M, YUSOFF A R.Flank Wear Characterization in Aluminum Alloy (6061 T6) with Nanofluid Minimum Quantity Lubrication Environment Using an Uncoated Carbide Tool[J]. Journal of Manufacturing Science and Engineering, 2015, 137(6): 061004.
[13] NAJIHA M S, RAHMAN M M, KADIRGAMA K.Performance of Water-Based TiO2 Nanofluid during the Minimum Quantity Lubrication Machining of Aluminium Alloy, AA6061-T6[J]. Journal of Cleaner Production, 2016, 135: 1623-1636.
[14] KUMAR A S, DEB S, PAUL S.Tribological Characteristics and Micromilling Performance of Nanoparticle Enhanced Water Based Cutting Fluids in Minimum Quantity Lubrication[J]. Journal of Manufacturing Processes, 2020, 56: 766-776.
[15] PASHMFOROUSH F, DELIR BAGHERINIA R.Influence of Water-Based Copper Nanofluid on Wheel Loading and Surface Roughness during Grinding of Inconel 738 Superalloy[J]. Journal of Cleaner Production, 2018, 178: 363-372.
[16] LV T, HUANG S Q, HU X D, et al.Tribological and Machining Characteristics of a Minimum Quantity Lubrication (MQL) Technology Using GO/SiO2 Hybrid Nanoparticle Water-Based Lubricants as Cutting Fluids[J]. The International Journal of Advanced Manufacturing Technology, 2018, 96(5): 2931-2942.
[17] YANG Z, YI S, LI J J, et al.Thermal and Force Simulation Modelling of Graphene Oxide Nanosheets as Cutting Fluid Additives during Ti-6Al-4V Drilling Process[J]. International Journal of Thermal Sciences, 2025, 210: 109608.
[18] YI S, LI G X, DING S L, et al.Performance and Mechanisms of Graphene Oxide Suspended Cutting Fluid in the Drilling of Titanium Alloy Ti-6Al-4V[J]. Journal of Manufacturing Processes, 2017, 29: 182-193.
[19] YANG Z, WANG Z, LI J, et al.Effect of Graphene Oxide-Based Nanodielectric on Electrical Discharge Machining Performance of Ti-6Al-4 V[J]. Langmuir, 2025, 41(33): 21981-21991.
[20] YI S, LI J J, LIU Y F, et al.In-Situ Formation of Tribofilm with Ti3C2Tx MXene Nanoflakes Triggers Macroscale Superlubricity[J]. Tribology International, 2021, 154: 106695.
[21] YANG Z, WANG Z H, LI J J, et al.Tribological and Machining Performance of Novel DE@Mo2CTx MXene Bio-Microcapsule Nanofluids in Machining of Magnesium Alloys[J]. Tribology International, 2025, 211: 110828.
[22] REDDY S K, YANG M.Development of an Electro Static Lubrication System for Drilling of SCM 440 Steel[J]. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2010, 224(2): 217-224.
[23] REDDY N S K, NOUARI M, YANG M Y. Development of Electrostatic Solid Lubrication System for Improvement in Machining Process Performance[J]. International Journal of Machine Tools and Manufacture, 2010, 50(9): 789-797.
[24] 杨林初, 汤正成, 苏宇. 静电雾化切削的雾化形态研究[J]. 江苏科技大学学报(自然科学版), 2018, 32(5): 684-689.
YANG L C, TANG Z C, SU Y.Investigation on Atomization Form of Electrostatic Atomization Cutting[J]. Journal of Jiangsu University of Science and Technology (Natural Science Edition), 2018, 32(5): 684-689.
[25] SHAH P, KHANNA N, ZADAFIYA K, et al.In-House Development of Eco-Friendly Lubrication Techniques (EMQL, Nanoparticles+EMQL and EL) for Improving Machining Performance of 15-5 PHSS[J]. Tribology International, 2020, 151: 106476.
[26] SU Y, LU Q, YU T, et al.Machining and Environmental Effects of Electrostatic Atomization Lubrication in Milling Operation[J]. The International Journal of Advanced Manufacturing Technology, 2019, 104(5): 2773-2782.
[27] LIANG H Y, BU Y F, ZHANG J Y, et al.Graphene Oxide Film as Solid Lubricant[J]. ACS Applied Materials & Interfaces, 2013, 5(13): 6369-6375.
[28] CUI X, LI C H, DING W F, et al.Minimum Quantity Lubrication Machining of Aeronautical Materials Using Carbon Group Nanolubricant: From Mechanisms to Application[J]. Chinese Journal of Aeronautics, 2022, 35(11): 85-112.
[29] 郭瑞. 表面张力测量方法综述[J]. 计量与测试技术, 2009, 35(4): 62-64.
GUO R.Summarization of Surface Tension Measurement[J]. Metrology & Measurement Technique, 2009, 35(4): 62-64.
[30] CHEN T, ZHU Y J, XI X X, et al.Process Parameter Optimization and Surface Integrity Evolution in the High-Speed Grinding of TiAl Intermetallics Based on Grey Relational Analysis Method[J]. The International Journal of Advanced Manufacturing Technology, 2021, 117(9): 2895-2908.
[31] PAHANGE H, ABOLBASHARI M H.Mass and Performance Optimization of an Airplane Wing Leading Edge Structure Against Bird Strike Using Taguchi-Based Grey Relational Analysis[J]. Chinese Journal of Aeronautics, 2016, 29(4): 934-944.
[32] BAREWAR S D, KOTWANI A, CHOUGULE S S, et al.Investigating a Novel Ag/ZnO Based Hybrid Nanofluid for Sustainable Machining of Inconel 718 under Nanofluid Based Minimum Quantity Lubrication[J]. Journal of Manufacturing Processes, 2021, 66: 313-324.
[33] LIU G T, LI C H, ZHANG Y B, et al.Process Parameter Optimization and Experimental Evaluation for Nanofluid MQL in Grinding Ti-6Al-4V Based on Grey Relational Analysis[J]. Materials and Manufacturing Processes, 2018, 33(9): 950-963.
[34] 张瑞强, 吴新忠, 季梅. 灰色关联度分辨系数的确定及其在机械故障诊断中的应用[J]. 煤矿机械, 2013, 34(3): 291-293.
ZHANG R Q, WU X Z, JI M.Determination of Distinguishing Coefficient of Gray Correlation Degree and Application in Mechanical Fault Diagnosis[J]. Coal Mine Machinery, 2013, 34(3): 291-293.
[35] SU Y, PAN Z C.Tribological Performance of Graphene Oxide Water-Based Nanofluid Electrostatic Atomization[J]. Scientific Reports, 2025, 15: 12297.

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国家自然科学基金(52175411)

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