Advances in Manufacturing ›› 2025, Vol. 13 ›› Issue (1): 1-42.doi: 10.1007/s40436-023-00477-7
Yu-Xiang Song1, Chang-He Li1, Zong-Ming Zhou2, Bo Liu3, Shubham Sharma4, Yusuf Suleiman Dambatta1,5, Yan-Bin Zhang1, Min Yang1, Teng Gao1, Ming-Zheng Liu1, Xin Cui1, Xiao-Ming Wang1, Wen-Hao Xu1, Run-Ze Li6, Da-Zhong Wang7
Received:
2023-07-25
Revised:
2023-09-19
Published:
2025-02-26
Contact:
Chang-He LI,E-mail:sy_lichanghe@163.com
E-mail:sy_lichanghe@163.com
Supported by:
Yu-Xiang Song, Chang-He Li, Zong-Ming Zhou, Bo Liu, Shubham Sharma, Yusuf Suleiman Dambatta, Yan-Bin Zhang, Min Yang, Teng Gao, Ming-Zheng Liu, Xin Cui, Xiao-Ming Wang, Wen-Hao Xu, Run-Ze Li, Da-Zhong Wang. Nanobiolubricant grinding: a comprehensive review[J]. Advances in Manufacturing, 2025, 13(1): 1-42.
[1] Krolczyk GM, Maruda RW, Krolczyk JB et al (2019) Ecological trends in machining as a key factor in sustainable production-a review. J Clean Prod 218:601-615 [2] Tripathi V, Chattopadhyaya S, Mukhopadhyay AK et al (2022) A sustainable methodology using lean and smart manufacturing for the cleaner production of shop floor management in Industry 4.0. Mathematics 10(3):347. https://doi.org/10.3390/math10030347 [3] Jha K, Tyagi YK, Kumar R et al (2021) Assessment of dimensional stability, biodegradability, and fracture energy of bio-composites reinforced with novel pine cone. Polymers 13(19):3260. https://doi.org/10.3390/math10030347 [4] Kim JH, Kim EJ, Lee CM (2020) A study on the heat affected zone and machining characteristics of difficult-to-cut materials in laser and induction assisted machining. J Manuf Process 57:499-508 [5] Pervaiz S, Ahmad N, Ishfaq K et al (2022) Implementation of sustainable vegetable-oil-based minimum quantity cooling lubrication (MQCL) machining of titanium alloy with coated tools. Lubricants 10(10):235. https://doi.org/10.3390/polym13193260 [6] Setti D, Arrabiyeh PA, Kirsch B et al (2020) Analytical and experimental investigations on the mechanisms of surface generation in micro grinding. Int J Mach Tool Manu 149:103489. https://doi.org/10.1016/j.ijmachtools.2019.103489 [7] Yu H, Zhang W, Zhang S et al (2022) Optimization of hydrodynamic properties of structured grinding wheels based on combinatorial bionics. Tribol Int 173:107651. https://doi.org/10.1016/j.triboint.2022.107651 [8] Wu X, Li C, Zhou Z et al (2021) Circulating purification of cutting fluid: an overview. Int J Adv Manuf Tech 117(9/10):2565-2600 [9] Leiden A, Arafat R, Callegari M et al (2023) Development and testing of novel mineral oil-and biocide-free glycerol-and propanediol-based fluids for drilling and tapping aluminium alloys. Int J Adv Manuf Tech 126(5/6):2323-2336 [10] Sharma AK, Tiwari AK, Dixit AR (2016) Effects of minimum quantity lubrication (MQL) in machining processes using conventional and nanofluid based cutting fluids: a comprehensive review. J Clean Prod 127:1-18 [11] Ghosh S, Rao PV (2015) Application of sustainable techniques in metal cutting for enhanced machinability: a review. J Clean Prod 100:17-34 [12] Sharma J, Sidhu BS (2014) Investigation of effects of dry and near dry machining on AISI D2 steel using vegetable oil. J Clean Prod 66:619-623 [13] Ding WF, Zhu YJ, Zhang LC et al (2015) Stress characteristics and fracture wear of brazed CBN grains in monolayer grinding wheels. Wear 332:800-809 [14] M’Saoubi R, Axinte D, Soo SL et al (2015) High performance cutting of advanced aerospace alloys and composite materials. CIRP Ann 64(2):557-580 [15] Barczak L, Batako A, Morgan M (2010) A study of plane surface grinding under minimum quantity lubrication (MQL) conditions. Int J Mach Tool Manu 50(11):977-985 [16] Hamran NN, Ghani J, Ramli R et al (2020) A review on recent development of minimum quantity lubrication for sustainable machining. J Clean Prod 268:122165. https://doi.org/10.1016/j.jclepro.2020.122165 [17] Makhesana M, Patel K, Mawandiya B (2021) Environmentally conscious machining of Inconel 718 with solid lubricant assisted minimum quantity lubrication. Met Powder Rep 76:S24-S29 [18] Zhou S, Wang D, Wu S et al (2023) Minimum quantity lubrication machining nickel base alloy: a comprehensive review. Int J Adv Manuf Tech. https://doi.org/10.1007/s00170-023-11721-6 [19] Sen B, Mia M, Krolczyk GM et al (2021) Eco-friendly cutting fluids in minimum quantity lubrication assisted machining: a review on the perception of sustainable manufacturing. Int J Pr Eng Man-Gt 8:249-280 [20] Abellan-Nebot JV, Rogero MO (2019) Sustainable machining of molds for tile industry by minimum quantity lubrication. J Clean Pro 240:118082. https://doi.org/10.1016/j.jclepro.2019.118082 [21] Hadad MJ, Tawakoli T, Sadeghi MH et al (2012) Temperature and energy partition in minimum quantity lubrication-MQL grinding process. Int J Mach Tool Manu 54:10-17 [22] Ghosh S, Rao P (2018) Specific cutting energy modeling for turning nickel-based nimonic 90 alloy under MQL condition. Int J Mech Sci 146:25-38 [23] de Souza RR, de Paiva RL, Gelamo RV et al (2021) Study on grinding of Inconel 625 and 718 alloys with cutting fluid enriched with multilayer graphene platelets. Wear 476:203697. https://doi.org/10.1016/j.wear.2021.203697 [24] Khanna N, Airao J, Nirala CK et al (2022) Novel sustainable cryo-lubrication strategies for reducing tool wear during ultrasonic-assisted turning of Inconel 718. Tribol Int 174:107728. https://doi.org/10.1016/j.triboint.2022.107728 [25] Liu M, Li C, Yang M et al (2023) Mechanism and enhanced grindability of cryogenic air combined with biolubricant grinding titanium alloy. Tribol Int 187:108704. https://doi.org/10.1016/j.triboint.2023.108704 [26] Arafat R, Madanchi N, Thiede S et al (2021) Supercritical carbon dioxide and minimum quantity lubrication in pendular surface grinding-a feasibility study. J Clean Prod 296:126560. https://doi.org/10.1016/j.est.2022.104906 [27] Ali Khan M, Jaffery SHI, Khan M et al (2019) Statistical analysis of energy consumption, tool wear and surface roughness in machining of titanium alloy (Ti-6Al-4V) under dry, wet and cryogenic conditions. Mech Sci 10(2):561-573 [28] Anqi AE, Li C, Dhahad HA et al (2022) Effect of combined air cooling and nano enhanced phase change materials on thermal management of lithium-ion batteries. J Energy Storage 52:104906. https://doi.org/10.1016/j.est.2022.104906 [29] Liu M, Li C, Zhang Y et al (2023) Analysis of grain tribology and improved grinding temperature model based on discrete heat source. Tribol Int 180:108196. https://doi.org/10.1016/j.triboint.2022.108196 [30] Gupta MK, Sood PK, Sharma VS (2016) Retraction notice to: optimization of machining parameters and cutting fluids during nano-fluid based minimum quantity lubrication turning of titanium alloy by using evolutionary techniques. J Clean Prod 135:1276-1288 [31] Xu W, Li C, Zhang Y et al (2022) Electrostatic atomization minimum quantity lubrication machining: from mechanism to application. Int J Extreme Manuf 4(4):042003. https://doi.org/10.1088/2631-7990/ac9652 [32] Alawi OA, Sidik NAC, Xian HW et al (2018) Thermal conductivity and viscosity models of metallic oxides nanofluids. Int J Heat Mass Tran 116:1314-1325 [33] Yalçın G, Öztuna S, Dalkılıç AS et al (2022) Measurement of thermal conductivity and viscosity of ZnO-SiO2 hybrid nanofluids. J Therm Anal Calorim 147:8243-8259 [34] Fayaz U, Manzoor S, Dar AH et al (2023) Advances of nanofluid in food processing: preparation, thermophysical properties, and applications. Food Res Int 170:112954. https://doi.org/10.1016/j.foodres.2023.112954 [35] Chinchanikar S, Kore SS, Hujare P (2021) A review on nanofluids in minimum quantity lubrication machining. J Manuf Process 68:56-70 [36] Hegab H, Kishawy HA (2018) Towards sustainable machining of Inconel 718 using nano-fluid minimum quantity lubrication. J Manuf Mater Proc 2(3):50. https://doi.org/10.3390/jmmp2030050 [37] Said Z, Gupta M, Hegab H et al (2019) A comprehensive review on minimum quantity lubrication (MQL) in machining processes using nano-cutting fluids. Int J Adv Manuf Tech 105:2057-2086 [38] Bai X, Jiang J, Li C et al (2023) Tribological performance of different concentrations of Al2O3 nanofluids on minimum quantity lubrication milling. Chin J Mech Eng-En 36(1):1-12 [39] Dambatta YS, Sayuti M, Sarhan AA et al (2019) Tribological performance of SiO2-based nanofluids in minimum quantity lubrication grinding of Si3N4 ceramic. J Manuf Process 41:135-147 [40] Jiang L, Wang D (2019) Finite-element-analysis of the effect of different wiper tool edge geometries during the hard turning of AISI 4340 steel. Simul Model Pract Theory 94:250-263 [41] Tang LZ, Zhang YB, Li CH et al (2022) Biological stability of water-based cutting fluids: progress and application. Chin J Mech Eng-En 35(1):3-27 [42] Mao C, Zhang J, Huang Y et al (2013) Investigation on the effect of nanofluid parameters on MQL grinding. J Manuf Process 28(4):436-442 [43] Najiha MS, Rahman MM, Yusoff AR (2016) Environmental impacts and hazards associated with metal working fluids and recent advances in the sustainable systems: a review. Renew Sust Energ Rev 60:1008-1031 [44] Zhang Y, Li HN, Li CH et al (2022) Nano-enhanced biolubricant in sustainable manufacturing: from processability to mechanisms. Friction 10(6):803-841 [45] Bagherzadeh A, Kuram E, Budak E (2021) Experimental evaluation of eco-friendly hybrid cooling methods in slot milling of titanium alloy. J Clean Prod 289:125817. https://doi.org/10.1016/j.jclepro.2021.125817 [46] Ruggiero A, D’Amato R, Merola M et al (2017) Tribological characterization of vegetal lubricants: comparative experimental investigation on Jatropha curcas L. oil, rapeseed methyl ester oil, hydrotreated rapeseed oil. Tribol Int 109:529-540 [47] Rozga P, Beroual A, Przybylek P et al (2020) A review on synthetic ester liquids for transformer applications. Energies 13(23):6429. https://doi.org/10.3390/en13236429 [48] Taha-Tijerina J, Ribeiro H, Aviña K et al (2020) Thermal conductivity performance of 2D h-BN/MoS2/-hybrid nanostructures used on natural and synthetic esters. Nanomaterials 10(6):1160. https://doi.org/10.3390/nano10061160 [49] Gryglewicz S, Piechocki W, Gryglewicz G (2003) Preparation of polyol esters based on vegetable and animal fats. Bioresource Technol 87(1):35-39 [50] Dodos GS, Karonis D, Zannikos F et al (2015) Renewable fuels and lubricants from Lunaria annua L. Ind Crop Prod 75:43-50 [51] Wang B, Tao Dh (2005) Rheological and tribological characteristics of the synthesized lubricants derived from vegetable oils. J Shanghai Univ (Eng Ed) 9:462-465 [52] Wang Y, Li C, Zhang Y et al (2016) Experimental evaluation of the lubrication properties of the wheel/workpiece interface in MQL grinding with different nanofluids. Tribol Int 99:198-210 [53] Soltani ME, Shams K, Akbarzadeh S et al (2020) A comparative investigation on the tribological performance and physicochemical properties of biolubricants of various sources, a petroleum-based lubricant, and blends of the petroleum-based lubricant and crambe oil. Tribol Int 63(6):1121-1134 [54] Talib N, Rahim EA (2018) Experimental evaluation of physicochemical properties and tapping torque of hexagonal boron nitride in modified jatropha oils-based as sustainable metalworking fluids. J Clean Prod 171:743-755 [55] Padmini R, Krishna PV, Rao GKM (2016) Effectiveness of vegetable oil based nanofluids as potential cutting fluids in turning AISI 1040 steel. Tribol Int 94:490-501 [56] Zhang YB, Li CH, Jia DZ et al (2015) Experimental evaluation of MoS2 nanoparticles in jet MQL grinding with different types of vegetable oil as base oil. J Clean Prod 87:930-940 [57] Yin QG, Li CH, Dong L et al (2021) Effects of physicochemical properties of different base oils on friction coefficient and surface roughness in MQL milling AISI 1045. Int J Pr Eng Man-Gt 8(6):1629-1647 [58] Borda FLG, de Oliveira SJR, Lazaro L et al (2018) Experimental investigation of the tribological behavior of lubricants with additive containing copper nanoparticles. Tribol Int 117:52-58 [59] Erhan SZ, Sharma BK, Perez JM (2006) Oxidation and low temperature stability of vegetable oil-based lubricants. Ind Crop Prod 24(3):292-299 [60] Yang M, Li C, Zhang Y et al (2018) A new model for predicting neurosurgery skull bone grinding temperature field. J Mech Eng 54(23):215-222 [61] Quinchia LA, Delgado MA, Franco JM et al (2012) Low-temperature flow behaviour of vegetable oil-based lubricants. Ind Crop Prod 3(1):383-388 [62] Bahari A, Lewis R, Slatter T (2018) Friction and wear phenomena of vegetable oil-based lubricants with additives at severe sliding wear conditions. Tribol Int 61(2):207-219 [63] Zhang YB, Li CH, Jia DZ et al (2016) Experimental study on the effect of nanoparticle concentration on the lubricating property of nanofluids for MQL grinding of Ni-based alloy. J Mater Process Tech 232:100-115 [64] Sajeeb A, Rajendrakumar PK (2019) Comparative evaluation of lubricant properties of biodegradable blend of coconut and mustard oil. J Clean Prod 240:118255. https://doi.org/10.1016/j.jclepro.2019.118255 [65] Jia DZ, Li CH, Zhang YB et al (2017) Performance evaluation of grinding ductile iron under nanofluids minimum quantity lubrication. Int J Mach Tool Manu 12:40-43 [66] Ozcelik B, Kuram E, Cetin MH et al (2011) Experimental investigations of vegetable based cutting fluids with extreme pressure during turning of AISI 304L. Tribol Int 44(12):1864-1871 [67] Sani ASA, Abd Rahim E, Sharif S et al (2019) Machining performance of vegetable oil with phosphonium- and ammonium-based ionic liquids via MQL technique. J Clean Prod 209:947-964 [68] Pal A, Chatha SS, Singh K (2020) Performance evaluation of minimum quantity lubrication technique in grinding of AISI 202 stainless steel using nano-MoS(2)with vegetable-based cutting fluid. Int J Adv Manuf Tech 110(1/2):125-137 [69] Shahnazar S, Bagheri S, Abd Hamid SB (2016) Enhancing lubricant properties by nanoparticle additives. Int J Hydrogen Energ 41(4):3153-3170 [70] Soares JW, Whitten JE, Oblas DW et al (2008) Novel photoluminescence properties of surface-modified nanocrystalline zinc oxide: toward a reactive scaffold. Langmuir 24(2):371-374 [71] Tang E, Cheng G, Ma X et al (2006) Surface modification of zinc oxide nanoparticle by PMAA and its dispersion in aqueous system. Appl Surf Sci 252(14):5227-5232 [72] Köhn C, Arafat R, Jean-Fulcrand A et al (2022) Surface interactions of SiO2-nanofluids with 100Cr6-steel during machining. Procedia CIRP 108:13-18 [73] Arafat R, Köhn C, Jean-Fulcrand A et al (2023) Physical-chemical properties and tribological characterization of water-glycerine based metal oxide nanofluids. J Mater Res Technol 25:2112-2126 [74] Cui X, Li CH, Ding WF et al (2022) Minimum quantity lubrication machining of aeronautical materials using carbon group nanolubricant: from mechanisms to application. Chin J Aeronaut 35(11):85-112 [75] Bai MJ, Liu JL, He J et al (2020) Heat transfer and mechanical friction reduction properties of graphene oxide nanofluids. Diam Relat Mater 108:107982. https://doi.org/10.1016/j.diamond.2020.107982 [76] Padgurskas J, Rukuiza R, Prosycevas I et al (2013) Tribological properties of lubricant additives of Fe, Cu and Co nanoparticles. Tribol Int 60:224-232 [77] Jamil M, Khan AM, Hegab H et al (2019) Effects of hybrid Al2O3-CNT nanofluids and cryogenic cooling on machining of Ti-6Al-4V. Int J Adv Manuf Tech 102:3895-3909 [78] Souza RR, Faustino V, Goncalves IM et al (2022) A review of the advances and challenges in measuring the thermal conductivity of nanofluids. Nanomaterials 12(15):2526. https://doi.org/10.3390/nano12152526 [79] Ali HM, Babar H, Shah TR et al (2018) Preparation techniques of TiO2 nanofluids and challenges: a review. Appl Sci-Basel 8(4):587-617 [80] Sandhya SU, Nityananda SA (2013) A facile one step solution route to synthesize cuprous oxide nanofluid. Nanomater Nanotechno 3:5-12 [81] Yucel A, Yildirim CV, Sarikaya M et al (2021) Influence of MoS2 based nanofluid-MQL on tribological and machining characteristics in turning of AA 2024 T3 aluminum alloy. J Mater Res Technol 15:1688-1704 [82] Bakthavatchalam B, Habib K, Saidur R et al (2020) Comprehensive study on nanofluid and ionanofluid for heat transfer enhancement: a review on current and future perspective. J Mol Liq 305:112787. https://doi.org/10.1016/j.molliq.2020.112787 [83] Sidik NAC, Mohammed HA, Alawi OA et al (2014) A review on preparation methods and challenges of nanofluids. Int Commun Heat Mass 54:115-125 [84] Duan ZJ, Yin QG, Li CH et al (2020) Milling force and surface morphology of 45 steel under different Al2O3 nanofluid concentrations. Int J Adv Manuf Tech 107(3/4):1277-1296 [85] Gupta M, Singh V, Kumar S et al (2018) Up to date review on the synthesis and thermophysical properties of hybrid nanofluids. J Clean Prod 190:169-192 [86] Huang BT, Li CH, Zhang YB et al (2021) Advances in fabrication of ceramic corundum abrasives based on sol-gel process. Chin J Aeronaut 34(6):1-17 [87] Kim HJ, Bang IC, Onoe J (2009) Characteristic stability of bare Au-water nanofluids fabricated by pulsed laser ablation in liquids. Opt Laser Eng 47(5):532-538 [88] Sidik NAC, Jamil MM, Japar W et al (2017) A review on preparation methods, stability and applications of hybrid nanofluids. Renew Sust Energ Rev 80:1112-1122 [89] Vignesh S, Iqbal UM (2022) Preparation and characterization of bio-based nano cutting fluids for tribological applications. J Disper Sci Technol 44(9):1725-1737 [90] Li X, Zhu D, Wang X (2007) Evaluation on dispersion behavior of the aqueous copper nano-suspensions. J Colloid Interf Sci 310(2):456-463 [91] Navarrete N, Nithiyanantham U, Hernandez L et al (2022) K2CO3-Li2CO3 molten carbonate mixtures and their nanofluids for thermal energy storage: an overview of the literature. Sol Energ Mat Sol C 236:111525. https://doi.org/10.1016/j.solmat.2021.111525 [92] Sharif MZ, Azmi WH, Ghazali MF et al (2023) Numerical and thermo-energy analysis of cycling in automotive air-conditioning operating with hybrid nanolubricants and R1234yf. Numer Heat Tr A-Appl 83(9):935-957 [93] Kalita P, Malshe AP, Rajurkar KP (2012) Study of tribo-chemical lubricant film formation during application of nanolubricants in minimum quantity lubrication (MQL) grinding. CIRP Ann 61(1):327-330 [94] Sadeghi R, Etemad SG, Keshavarzi E et al (2015) Investigation of alumina nanofluid stability by UV-vis spectrum. Microfluid Nanofluid 18(5-6):1023-1030 [95] Izadi N, Koochi MM, Amrollahi A (2019) Investigation of functionalized polyelectrolyte polymer-coated Fe3O4 nanoparticles stabilized in high salinity brine at high temperatures as an EOR agent. J Petrol Sci Eng 178:1079-1091 [96] Yang CD, Feng JM, Liu ZQ et al (2023) Lubricant-entrenched slippery surface-based nanocarriers to avoid macrophage uptake and improve drug utilization. J Adv Res 48:61-74 [97] Kole M, Khandekar S (2021) Engineering applications of ferrofluids: a review. J Magn Magn Mater 537:1168222. https://doi.org/10.1016/j.jmmm.2021.168222 [98] Song YY, Bhadeshia H, Suh DW (2015) Stability of stainless-steel nanoparticle and water mixtures. Powder Technol 272:34-44 [99] Aydin DY, Ciftci E, Guru M et al (2021) The impacts of nanoparticle concentration and surfactant type on thermal performance of a thermosyphon heat pipe working with bauxite nanofluid. Energ Source Part A 43(12):1524-1548 [100] Mao C, Zou HF, Zhou X et al (2014) Analysis of suspension stability for nanofluid applied in minimum quantity lubricant grinding. Int J Adv Manuf Tech 71(9/12):2073-2081 [101] Gao T, Li CH, Zhang YB et al (2019) Dispersing mechanism and tribological performance of vegetable oil-based CNT nanofluids with different surfactants. Tribol Int 131:51-63 [102] Zhou MZ, Xia GD, Li J et al (2012) Analysis of factors influencing thermal conductivity and viscosity in different kinds of surfactant solutions. Exp Therm Fluid Sci 36:22-29 [103] Khairul MA, Shah K, Doroodchi E et al (2016) Effects of surfactant on stability and thermo-physical properties of metal oxide nanofluids. Int J Heat Mass Tran 98:778-787 [104] Cacua K, Ordonez F, Zapata C et al (2019) Surfactant concentration and pH effects on the zeta potential values of alumina nanofluids to inspect stability. Colloid Surface A 583:123960. https://doi.org/10.1016/j.colsurfa.2019.123960 [105] Ghadimi A, Metselaar IH (2013) The influence of surfactant and ultrasonic processing on improvement of stability, thermal conductivity and viscosity of titania nanofluid. Exp Therm Fluid Sci 51:1-9 [106] Jain S, Dongave SM, Date T et al (2019) Succinylated β-lactoglobuline-functionalized multiwalled carbon nanotubes with improved colloidal stability and biocompatibility. ACS Biomater Sci Eng 5(7):3361-3372 [107] Chakraborty S, Sengupta I, Sarkar I et al (2019) Effect of surfactant on thermo-physical properties and spray cooling heat transfer performance of Cu-Zn-Al LDH nanofluid. Appl Clay Sci 168:43-55 [108] Wang J, Li GL, Li T et al (2021) Effect of various surfactants on stability and thermophysical properties of nanofluids. J Therm Anal Calorim 143(6):4057-4070 [109] Amrita M, Kamesh B, Srikant RR et al (2019) Thermal enhancement of graphene dispersed emulsifier cutting fluid with different surfactants. Mater Res Express 6(12):125030. https://doi.org/10.1088/2053-1591/ab5517 [110] Wang BG, Wang XB, Lou WJ et al (2012) Thermal conductivity and rheological properties of graphite/oil nanofluids. Colloid Surface A 414:125-131 [111] Saeedinia M, Akhavan-Behabadi MA, Razi P (2012) Thermal and rheological characteristics of CuO-base oil nanofluid flow inside a circular tube. Int Commun Heat Mass 39(1):152-159 [112] Sandhya M, Ramasamy D, Sudhakar K et al (2021) A systematic review on graphene-based nanofluids application in renewable energy systems: preparation, characterization, and thermophysical properties. Sustain Energy Techn 44:101058. https://doi.org/10.1016/j.seta.2021.101058 [113] Sen S, Moazzen E, Acuna S et al (2022) Nickel hydroxide nanofluid cathodes with high solid loadings and low viscosity for energy storage applications. Energies 15(13):4728. https://doi.org/10.3390/en15134728 [114] Jeong J, Li C, Kwon Y et al (2013) Particle shape effect on the viscosity and thermal conductivity of ZnO nanofluids. Int J Refrig 36(8):2233-2241 [115] Mashaei PR, Taheri-Ghazvini M, Moghadam RS et al (2017) Smart role of Al2O3-water suspension on laminar heat transfer in entrance region of a channel with transverse in-line baffles. Appl Therm Eng 112:450-463 [116] Hamid KA, Azmi WH, Nabil MF et al (2018) Experimental investigation of thermal conductivity and dynamic viscosity on nanoparticle mixture ratios of TiO2-SiO2 nanofluids. Int J Heat Mass Tran 116:1143-1152 [117] Talib N, Sasahara H, Rahim EA (2017) Evaluation of modified jatropha-based oil with hexagonal boron nitride particle as a biolubricant in orthogonal cutting process. Int J Adv Manuf Tech 92(1/4):371-391 [118] Yang M, Li CH, Zhang YB et al (2018) Microscale bone grinding temperature by dynamic heat flux in nanoparticle jet mist cooling with different particle sizes. Mater Manuf Process 33(1):58-68 [119] Maheshwary PB, Handa CC, Nernade KR (2017) A comprehensive study of effect of concentration, particle size and particle shape on thermal conductivity of titania/water based nanofluid. Appl Therm Eng 119:79-88 [120] Sun CZ, Bai BF, Lu WQ et al (2013) Shear-rate dependent effective thermal conductivity of H2O+SiO2 nanofluids. Phys Fluids 25(5):052002. https://doi.org/10.1063/1.4802049 |
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