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Grinding is a crucial process in machining workpieces because it plays a vital role in achieving the desired precision and surface quality. However, a significant technical challenge in grinding is the potential increase in temperature due to high specific energy, which can lead to surface thermal damage. Therefore, ensuring control over the surface integrity of workpieces during grinding becomes a critical concern. This necessitates the development of temperature field models that consider various parameters, such as workpiece materials, grinding wheels, grinding parameters, cooling methods, and media, to guide industrial production. This study thoroughly analyzes and summarizes grinding temperature field models. First, the theory of the grinding temperature field is investigated, classifying it into traditional models based on a continuous belt heat source and those based on a discrete heat source, depending on whether the heat source is uniform and continuous. Through this examination, a more accurate grinding temperature model that closely aligns with practical grinding conditions is derived. Subsequently, various grinding thermal models are summarized, including models for the heat source distribution, energy distribution proportional coefficient, and convective heat transfer coefficient. Through comprehensive research, the most widely recognized, utilized, and accurate model for each category is identified. The application of these grinding thermal models is reviewed, shedding light on the governing laws that dictate the influence of the heat source distribution, heat distribution, and convective heat transfer in the grinding arc zone on the grinding temperature field. Finally, considering the current issues in the field of grinding temperature, potential future research directions are proposed. The aim of this study is to provide theoretical guidance and technical support for predicting workpiece temperature and improving surface integrity.
Gao T, Zhang Y B, Li C H, Wang Y Q, An Q L, Liu B, Said Z and Sharma S 2021 Grindability of carbon fiber reinforced polymer using CNT biological lubricant Sci. Rep. 11 22535
Jewiarz M, Wróbel M, Mudryk K and Szufa S 2020 Impact of the drying temperature and grinding technique on biomass grindability Energies 13 3392
Shabgard M, Seyedzavvar M, Mohammadpourfard M and Mahboubkhah M 2018 Finite difference simulation and experimental investigation: effects of physical synergetic properties of nanoparticles on temperature distribution and surface integrity of workpiece in nanofluid MQL grinding process Int. J. Adv. Manuf. Technol. 95 2661–79
Thanedar A, Dongre G G and Joshi S S 2019 Analytical modelling of temperature in cylindrical grinding to predict grinding burns Int. J. Precis. Eng. Manuf. 20 13–25
Linke B and Klocke F 2010 Temperatures and wear mechanisms in dressing of vitrified bonded grinding wheels Int. J. Adv. Manuf. Technol. 50 552–8
Wang W, Yao P, Wang J, Huang C Z, Zhu H T, Zou B, Liu H L and Yan J W 2016 Crack-free ductile mode grinding of fused silica under controllable dry grinding conditions Int. J. Mach. Tools Manuf. 109 126–36
Dargusch M S, Sivarupan T, Bermingham M, Rashid R A R, Palanisamy S and Sun S J 2021 Challenges in laser-assisted milling of titanium alloys Int. J. Extrem. Manuf. 3 015001
Zhang J Z, Tan X M, Liu B and Zhu X D 2013 Investigation for convective heat transfer on grinding work-piece surface subjected to an impinging jet Appl. Therm. Eng. 51 653–61
Brosse A, Naisson P, Hamdi H and Bergheau J M 2008 Temperature measurement and heat flux characterization in grinding using thermography J. Mater. Process. Technol. 201 590–5
Kizaki T, Takahashi K, Katsuma T, Tanaka J, Shu L M and Sugita N 2020 Effect of grinding fluid supply on workpiece temperature in continuous generating grinding J. Manuf. Process. 60 410–7
Lavisse B, Weiss L, Kokanyan N, Lefebvre A, Henrion E, Sinot O and Tidu A 2022 Investigations of grinding burn on a nitrided steel Proc. CIRP 108 549–54
Mao H Y, Liu Y K, Mao H L, Fu J C, Tang Y and Li X K 2022 Study for characterizing grinding burn of 1045 steel based on nonlinear ultrasonic coefficients J. Mater. Eng. Perform. 31 9137–50
Anqi A E, Li C H, Dhahad H A, Sharma K, Attia E A, Abdelrahman A, Mohammed A G, Alamri S and Rajhi A A 2022 Effect of combined air cooling and nano enhanced phase change materials on thermal management of lithium-ion batteries J. Energy Storage 52 104906
Del Re F, Dix M and Tagliaferri F 2019 Grinding burn on hardened steel: characterization of onset mechanisms by design of experiments Int. J. Adv. Manuf. Technol. 101 2889–905
González-Santander J L 2016 Analytic solution for maximum temperature during cut in and cut out in surface dry grinding Appl. Math. Modelling 40 2356–67
Wen J, Zhou W H, Tang J Y and Shao W 2022 Residual stress evolution for tooth double-flank by gear form grinding J. Manuf. Process. 77 754–69
Kohls E, Zmich R, Heinzel C and Meyer D 2020 Residual stress change in multistage grinding Proc. CIRP 87 186–91
Curtis D, Krain H, Winder A and Novovic D 2021 Impact of grinding wheel specification on surface integrity and residual stress when grinding Inconel 718 Proc. Inst. Mech. Eng. B 235 1668–81
Kumar K M and Ghosh A 2021 On grinding force ratio, specific energy, G-ratio and residual stress in SQCL assisted grinding using aerosol of MWCNT nanofluid Mach. Sci.Technol. 25 585–607
Jia Y H and Zhu L X 2018 Research on electrical discharge grinding technics and tool’s life of polycrystalline cubic boron nitride cutting tool Proc. CIRP 68 637–42
Pandiyan V, Caesarendra W, Tjahjowidodo T and Tan H H 2018 In-process tool condition monitoring in compliant abrasive belt grinding process using support vector machine and genetic algorithm J. Manuf. Process. 31 199–213
Huo F W, Kang R K, Li Z and Guo D M 2013 Origin, modeling and suppression of grinding marks in ultra precision grinding of silicon wafers Int. J. Adv. Manuf. Technol. 66 54–65
Jin T, Rowe W B and McCormack D 2002 Temperatures in deep grinding of finite workpieces Int. J. Adv. Manuf. Technol. 42 53–59
Sharma P et al 2022 Recent advances in machine learning research for nanofluid-based heat transfer in renewable energy system Energy Fuels 36 6626–58
Ichida Y 2016 Wheel life and cutting-edge wear in mirror-grinding using a coarse-grained CBN wheel treated by microdressing Int. J. Autom. Technol. 10 753–8
Zhang Y B, Li C H, Ji H J, Yang X H, Yang M, Jia D Z, Zhang X P, Li R Z and Wang J 2017 Analysis of grinding mechanics and improved predictive force model based on material-removal and plastic-stacking mechanisms Int. J. Mach. Tools Manuf. 122 81–97
Yu T Y, Bastawros A F and Chandra A 2017 Experimental and modeling characterization of wear and life expectancy of electroplated CBN grinding wheels Int. J. Adv. Manuf. Technol. 121 70–80
Zhang Z C, Sui M H, Li C H, Zhou Z M, Liu B, Chen Y, Said Z, Debnath S and Sharma S 2022 Residual stress of grinding cemented carbide using MoS2 nano-lubricant Int. J. Adv. Manuf. Technol. 119 5671–85
Cui X et al 2023 Comparative assessment of force, temperature, and wheel wear in sustainable grinding aerospace alloy using biolubricant Front. Mech. Eng. 18 3
Wang X M, Li C H, Zhang Y B, Ali H M, Sharma S, Li R Z, Yang M, Said Z and Liu X 2022 Tribology of enhanced turning using biolubricants: a comparative assessment Tribol. Int. 174 107766
Yi J, Jin T and Deng Z H 2019 The temperature field study on the three-dimensional surface moving heat source model in involute gear form grinding Int. J. Adv. Manuf. Technol. 103 3097–108
Kim J J 2020 Influence of substrate surface-grinding on surface roughness of zirconia coatings fabricated by room temperature spray processing J. Ceram. Process. Res. 21 68–73
Jia D Z, Li C H, Zhang Y B, Yang M, Wang Y G, Guo S M and Cao H J 2017 Specific energy and surface roughness of minimum quantity lubrication grinding Ni-based alloy with mixed vegetable oil-based nanofluids Precis. Eng. 50 248–62
Z L M et al 2021 Cryogenic minimum quantity lubrication machining: from mechanism to application Front. Mech. Eng. 16 649–97
Xu X P, Yu Y Q and Xu H J 2002 Effect of grinding temperatures on the surface integrity of a nickel-based superalloy J. Mater. Process. Technol. 129 359–63
Li H N and Axinte D 2018 On the inverse design of discontinuous abrasive surface to lower friction-induced temperature in grinding: an example of engineered abrasive tools Int. J. Adv. Manuf. Technol. 132 50–63
Cao Y, Zhu Y J, Ding W F, Qiu Y T, Wang L F and Xu J H 2022 Vibration coupling effects and machining behavior of ultrasonic vibration plate device for creep-feed grinding of Inconel 718 nickel-based superalloy Chin. J. Aeronaut. 35 332–45
Yang Z C, Zhu L D, Zhang G X, Ni C B and Lin B 2020 Review of ultrasonic vibration-assisted machining in advanced materials Int. J. Mach. Tools Manuf. 156 103594
Zahedi A, Tawakoli T and Akbari J 2015 Energy aspects and workpiece surface characteristics in ultrasonic-assisted cylindrical grinding of alumina–zirconia ceramics Int. J. Adv. Manuf. Technol. 90 16–28
Liang Z Q, Wu Y B, Wang X B and Zhao W X 2010 A new two-dimensional ultrasonic assisted grinding (2D-UAG) method and its fundamental performance in monocrystal silicon machining Int. J. Mach. Tools Manuf. 50 728–36
Said Z, Sundar L S, Rezk H, Nassef A M, Chakraborty S and Li C H 2021 Thermophysical properties using ND/water nanofluids: an experimental study, ANFIS-based model and optimization J. Mol. Liq. 330 115659
Yang Y Y, Yang M, Li C H, Li R Z, Said Z, Ali H M and Sharma S 2023 Machinability of ultrasonic vibration-assisted micro-grinding in biological bone using nanolubricant Front. Mech. Eng. 18 1
Jia D Z, Zhang Y B, Li C H, Yang M, Gao T, Said Z and Sharma S 2022 Lubrication-enhanced mechanisms of titanium alloy grinding using lecithin biolubricant Tribol. Int. 169 107461
Duan Z J, Li C H, Zhang Y B, Yang M, Gao T, Liu X, Li R Z, Said Z, Debnath S and Sharma S 2023 Mechanical behavior and Semiempirical force model of aerospace aluminum alloy milling using nano biological lubricant Front. Mech. Eng. 18 4
Yang M, Li C H, Zhang Y B, Wang Y G, Li B K, Jia D Z, Hou Y L and Li R Z 2017 Research on microscale skull grinding temperature field under different cooling conditions Appl. Therm. Eng. 126 525–37
Jawahir I S et al 2016 Cryogenic manufacturing processes CIRP Ann. 65 713–36
Manimaran G, Pradeep Kumar M and Venkatasamy R 2014 Influence of cryogenic cooling on surface grinding of stainless steel 316 Cryogenics 59 76–83
Said Z, Cakmak N K, Sharma P, Sundar L S, Inayat A, Keklikcioglu O and Li C H 2022 Synthesis, stability, density, viscosity of ethylene glycol-based ternary hybrid nanofluids: experimental investigations and model-prediction using modern machine learning techniques Powder Technol. 400 117190
Cui X, Li C H, Zhang Y B, Said Z, Debnath S, Sharma S, Ali H M, Yang M, Gao T and Li R Z 2022 Grindability of titanium alloy using cryogenic nanolubricant minimum quantity lubrication J. Manuf. Process. 80 273–86
Aurich J C, Herzenstiel P, Sudermann H and Magg T 2008 High-performance dry grinding using a grinding wheel with a defined grain pattern CIRP Ann. 57 357–62
Enomoto T, Shigeta H, Sugihara T and Satake U 2014 A new surgical grinding wheel for suppressing grinding heat generation in bone resection CIRP Ann. 63 305–8
Oliveira J F G, Silva E J, Coelho R T, Brozek L, Bottene A C and Marcos G P 2015 Dry grinding process with workpiece precooling CIRP Ann. 64 329–32
Jamshidi H and Budak E 2021 On the prediction of surface burn and its thickness in grinding processes CIRP Ann. 70 285–8
Zhang L H, Tai B L, Wang A C and Shih A J 2013 Mist cooling in neurosurgical bone grinding CIRP Ann. 62 367–70
Shih A J, Liu Y and Zheng Y H 2016 Grinding wheel motion, force, temperature, and material removal in rotational atherectomy of calcified plaque CIRP Ann. 65 345–8
Hosokawa A, Tokunaga K, Ueda T, Kiwata T and Koyano T 2016 Drastic reduction of grinding fluid flow in cylindrical plunge grinding by means of contact-type flexible brush-nozzle CIRP Ann. 65 317–20
Kizaki T, Katsuma T, Ochi M and Fukui R 2019 Direct observation and analysis of heat generation at the grit-workpiece interaction zone in a continuous generating gear grinding CIRP Ann. 68 417–22
Sridharan U, Bedekar V and Kolarits F M 2017 A functional approach to integrating grinding temperature modeling and Barkhausen noise analysis for prediction of surface integrity in bearing steels CIRP Ann. 66 333–6
Meyer D and Wagner A 2016 Influence of metalworking fluid additives on the thermal conditions in grinding CIRP Ann. 65 313–6
Guo S, Zhang J Q, Jiang Q H and Zhang B 2022 Surface integrity in high-speed grinding of Al6061T6 alloy CIRP Ann. 71 281–4
Biermann D, Holtermann R, Menzel A and Schumann S 2016 Modelling and simulation of thermal effects in internal traverse grinding of hardened bearing steel CIRP Ann. 65 321–4
Fan X B and Yuan S J 2022 Innovation for forming aluminum alloy thin shells at ultra-low temperature by the dual enhancement effect Int. J. Extrem. Manuf. 4 033001
Lefebvre A, Lanzetta F, Lipinski P and Torrance A A 2012 Measurement of grinding temperatures using a foil/workpiece thermocouple Int. J. Adv. Manuf. Technol. 58 1–10
Zhou T F, He Y P, Wang T X, Zhu Z C, Xu R Z, Yu Q, Zhao B, Zhao W X, Liu P and Wang X B 2021 A review of the techniques for the mold manufacturing of micro/nanostructures for precision glass molding Int. J. Extrem. Manuf. 3 042002
Xie G Z and Huang H 2008 An experimental investigation of temperature in high speed deep grinding of partially stabilized zirconia Int. J. Adv. Manuf. Technol. 48 1562–8
Zhang Y, Zhang L F, Chen K Y, Liu D Z, Lu D and Deng H 2021 Rapid subsurface damage detection of SiC using inductivity coupled plasma Int. J. Extrem. Manuf. 3 035202
Shaji S and Radhakrishnan V 2002 An investigation on surface grinding using graphite as lubricant Int. J. Adv. Manuf. Technol. 42 733–40
Hou Z B and Komanduri R 2004 On the mechanics of the grinding process, part Ⅱ—thermal analysis of fine grinding Int. J. Adv. Manuf. Technol. 44 247–70
Ismail M F, Yanagi K and Isobe H 2012 Geometrical transcription of diamond electroplated tool in ultrasonic vibration assisted grinding of steel Int. J. Mach. Tools Manuf. 62 24–31
Tian L, Fu Y C, Xu J H, Li H Y and Ding W F 2015 The influence of speed on material removal mechanism in high speed grinding with single grit Int. J. Mach. Tools Manuf. 89 192–201
Kuo C, Hsu Y, Chung C and Chen C C A 2017 Multiple criteria optimisation in coated abrasive grinding of titanium alloy using minimum quantity lubrication Int. J. Adv. Manuf. Technol. 115 47–59
Yao C F, Wang T, Xiao W, Huang X C and Ren J X 2014 Experimental study on grinding force and grinding temperature of Aermet 100 steel in surface grinding J. Mater. Process. Technol. 214 2191–9
Tahvilian A M, Liu Z H, Champliaud H and Hazel B 2013 Experimental and finite element analysis of temperature and energy partition to the workpiece while grinding with a flexible robot J. Mater. Process. Technol. 213 2292–303
Li Z C, Lin B, Xu Y S and Hu J 2002 Experimental studies on grinding forces and force ratio of the unsteady-state grinding technique J. Mater. Process. Technol. 129 76–80
Guo L, Xie G Z and Li B 2009 Grinding temperature in high speed deep grinding of engineering ceramics Int. J. Abrasive Technol. 2 245–58
Dai C W, Ding W F, Zhu Y J, Xu J H and Yu H W 2018 Grinding temperature and power consumption in high speed grinding of Inconel 718 nickel-based superalloy with a vitrified CBN wheel Precis. Eng. 52 192–200
Miao Q, Ding W F, Xu J H, Cao L J, Wang H C, Yin Z, Dai C W and Kuang W J 2021 Creep feed grinding induced gradient microstructures in the superficial layer of turbine blade root of single crystal nickel-based superalloy Int. J. Extrem. Manuf. 3 045102
Cui X, Li C H, Yang M, Liu M Z, Gao T, Wang X M, Said Z, Sharma S and Zhang Y B 2023 Enhanced grindability and mechanism in the magnetic traction nanolubricant grinding of Ti-6Al-4V Tribol. Int. 186 108603
Li X, Chen Z T and Chen W Y 2011 Suppression of surface burn in grinding of titanium alloy TC4 using a self-inhaling internal cooling wheel Chin. J. Aeronaut. 24 96–101
Fritsche A and Bleicher F 2015 Experimental investigation of the heat flux distribution in grinding of titanium alloy Proc. Eng. 100 987–93
An Q L, Fu Y C and Xu J H 2010 A new technology on enhancing heat transfer during grinding of titanium alloy Ind. Lubr. Tribol. 62 168–73
Naskar A, Choudhary A and Paul S 2020 Wear mechanism in high-speed superabrasive grinding of titanium alloy and its effect on surface integrity Wear 462–463 203475
Wang K H, Wang L L, Zheng K L, He Z B, Politis D J, Liu G and Yuan S J 2020 High-efficiency forming processes for complex thin-walled titanium alloys components: state-of-the-art and perspectives Int. J. Extrem. Manuf. 2 032001
Jiang J L, Ge P Q, Sun S F, Wang D X, Wang Y L and Yang Y 2016 From the microscopic interaction mechanism to the grinding temperature field: an integrated modelling on the grinding process Int. J. Mach. Tools Manuf. 110 27–42
Lefebvre A, Vieville P, Lipinski P and Lescalier C 2006 Numerical analysis of grinding temperature measurement by the foil/workpiece thermocouple method Int. J. Mach. Tools Manuf. 46 1716–26
Kuriyagawa T, Syoji K and Ohshita H 2003 Grinding temperature within contact arc between wheel and workpiece in high-efficiency grinding of ultrahard cutting tool materials J. Mater. Process. Technol. 136 39–47
Shen J Y, Zeng W M, Huang H and Xu X P 2002 Thermal aspects in the face grinding of ceramics J. Mater. Process. Technol. 129 212–6
Jamshidi H and Budak E 2018 Grinding temperature modeling based on a time dependent heat source Proc. CIRP 77 299–302
Rowe W B and Jin T 2001 Temperatures in high efficiency deep grinding (HEDG) CIRP Ann. 50 205–8
Brinksmeier E, Heinzel C and Meyer L 2005 Development and application of a wheel based process monitoring system in grinding CIRP Ann. 54 301–4
Jin T and Stephenson D J 2004 Three dimensional finite element simulation of transient heat transfer in high efficiency deep grinding CIRP Ann. 53 259–62
Putz M, Cardone M, Dix M and Wertheim R 2019 Analysis of workpiece thermal behaviour in cut-off grinding of high-strength steel bars to control quality and efficiency CIRP Ann. 68 325–8
Kruszyński B and Pazgler J 2003 Temperatures in grinding of magnetic composites-theoretical and experimental approach CIRP Ann. 52 263–6
Huang W T, Liu W S and Wu D H 2016 Investigations into lubrication in grinding processes using MWCNTs nanofluids with ultrasonic-assisted dispersion J. Clean. Prod. 137 1553–9
Saberi A, Rahimi A R, Parsa H, Ashrafijou M and Rabiei F 2016 Improvement of surface grinding process performance of CK45 soft steel by minimum quantity lubrication (MQL) technique using compressed cold air jet from vortex tube J. Clean. Prod. 131 728–38
Sinha M K, Madarkar R, Ghosh S and Rao P V 2017 Application of eco-friendly nanofluids during grinding of Inconel 718 through small quantity lubrication J. Clean. Prod. 141 1359–75
Liu Q, Chen X and Gindy N 2006 Investigation of acoustic emission signals under a simulative environment of grinding burn Int. J. Adv. Manuf. Technol. 46 284–92
Anderson D, Warkentin A and Bauer R 2008 Comparison of numerically and analytically predicted contact temperatures in shallow and deep dry grinding with infrared measurements Int. J. Adv. Manuf. Technol. 48 320–8
Chen F, Li G X, Zhao B and Bie W B 2021 Thermomechanical coupling effect on characteristics of oxide film during ultrasonic vibration-assisted ELID grinding ZTA ceramics Chin. J. Aeronaut. 34 125–40
Guo C S and Chen Y 2018 Thermal modeling and optimization of interrupted grinding CIRP Ann. 67 321–4
Brinksmeier E et al 2006 Advances in modeling and simulation of grinding processes CIRP Ann. 55 667–96
Li Z, Ding W F, Liu C J and Su H H 2017 Prediction of grinding temperature of PTMCs based on the varied coefficients of friction in conventional-speed and high-speed surface grinding Int. J. Adv. Manuf. Technol. 90 2335–44
Monde M 2000 Analytical method in inverse heat transfer problem using Laplace transform technique Int. J. Heat Mass Transfer 43 3965–75
Monde M, Arima H, Liu W, Mitutake Y and Hammad J A 2003 An analytical solution for two-dimensional inverse heat conduction problems using Laplace transform Int. J. Heat Mass Transfer 46 2135–48
Lima J A, Quaresma J N N and Macêdo E N 2007 Integral transform analysis of MHD flow and heat transfer in parallel-plates channels Int. Commun. Heat Mass Transfer 34 420–31
Singh S, Jain P K and Uddin R 2011 Finite integral transform method to solve asymmetric heat conduction in a multilayer annulus with time-dependent boundary conditions Nucl. Eng. Des. 241 144–54
Vidal P, Ibouroi L A, Gallimard L and Ranc I 2021 Multi-resolution approach based on a variables separation method in unsteady thermal problem for composites Compos. Struct. 277 114621
Xu Y J, Wang F and Du H Y 2014 Unsteady temperature fields in the 2D-FGM plate under different constant temperatures of initial and boundary Chin. J. Solid Mech. 35 209–16
Gao H, Zheng H W and Zhang Y X 1994 Finite difference solution for the temperature field caused by intermittent moving band heat source J. Northeast. Univ. 73–77
Wang X M, Zhang J C, Wang X P, Zhang Y B, Luo L, Zhao W, Liu B, Nie X L and Li C H 2021 Temperature field model and verification of titanium alloy grinding under different cooling conditions China Mech. Eng. 32 572–8, 586
Wang Y, Xie J H, Xiong W, Yang L and Zhang S 2016 Research on simulation of heat source model based on finite element method in surface grinding J. Syst. Simul. 28 2709–15, 22
Zhou L Q, Li Y P and Chen Z G 2009 Thermal deformation simulation for an internal grinding cirque by finite element method Int. J. Adv. Manuf. Technol. 43 455–61
Parente M P L, Natal Jorge R M, Vieira A A, Santos S and Baptista A M 2013 Experimental and numerical study on the temperature field during surface grinding of a Ti-6Al-4V titanium alloy Mech. Adv. Mater. Struct. 20 397–404
Fan M, Zhang F and Cui L 2002 Research on the temperature in the grinding zone when grinding Ti alloy under low temperature by finite-element method Diam. Abrasives Eng. 22 20–23
Yang M, Li C H, Zhang Y B, Wang Y G, Li B K and Li R Z 2018 Theoretical analysis and experimental research on temperature field of microscale bone grinding under nanoparticle jet mist cooling J. Mech. Eng. 54 194–203
Yang M, Li C H, Zhang Y B, Jia D Z, Zhang X P and Li R Z 2018 A new model for predicting neurosurgery skull bone grinding temperature field J. Mech. Eng. 54 215–22
Cai G Q and Zheng H W 1986 Finite difference method for solving the temperature field of a workpiece when the grinding moving heat source varies in cycles Diam. Abrasives Eng. 12–17 45
Wang X Z, Yu T B, Sun X, Zhang X T and Wang W S 2015 Grinding temperature field simulation via finite difference method Chin. J. Constr. Mach. 13 124–9+167
Jaeger J C 1942 Moving sources of heat and the temperature of sliding contacts Proc. R. Soc. New South Wales 76 203–24
Zhang Z Y, Shang W, Ding H H, Guo J, Wang H Y, Liu Q Y and Wang W J 2016 Thermal model and temperature field in rail grinding process based on a moving heat source Appl. Therm. Eng. 106 855–64
Wang R Q, Dai S J, Zhang H B and Dong Y F 2017 The temperature field study on the annular heat source model in large surface grinding by cup wheel Int. J. Adv. Manuf. Technol. 93 3261–73
Lin B, Chen S H, Zhang H L, Zhang J G, Yuan Q H and Guo W J 2004 Application of pitch arc moving heat source model in grinding temperature field of disk workpiece Key Eng. Mater. 259–260 249–53
Shoji Y, Katsura T and Nagano K 2022 MICS-ANN model: an artificial neural network model for fast computation of G-function in moving infinite cylindrical source model Geothermics 100 102315
Al-Khoury R, BniLam N, Arzanfudi M M and Saeid S 2020 A spectral model for a moving cylindrical heat source in a conductive-convective domain Int. J. Heat Mass Transfer 163 120517
Akbari M, Sinton D and Bahrami M 2011 Geometrical effects on the temperature distribution in a half-space due to a moving heat source J. Heat Transfer 133 064502
Mahaddalkar P M and Miller M H 2014 Force and thermal effects in vibration-assisted grinding Int. J. Adv. Manuf. Technol. 71 1117–22
Yi J, Jin T, Zhou W and Deng Z H 2020 Theoretical and experimental analysis of temperature distribution during full tooth groove form grinding J. Manuf. Process. 58 101–15
Malkin S and Guo C 2007 Thermal analysis of grinding CIRP Ann. 56 760–82
Zheng J Y and Tong X F 2006 Finite element analysis and simulation on stress of cylindrical spur gear China Sci. Technol. Inf. 309–10
Takazawa K 1964 The flowing rate into the work of the heat generated by grinding: theoretical analyses on the grinding temperature (2nd report) J. Japan Soc. Precis. Eng. 30 914–20
Kawamura S, Iwao Y and Nishiguchi S 1979 Studies on the fundamental of grinding burn (2nd report): surface temperature in process of oxidation J. Japan Soc. Precis. Eng. 45 83–88
Dong X H and Ma Y L 2011 Temperature mathematical mode of grinding zone of cylindrical grinder Precis. Manuf. Autom. 10–12
Li H N and Axinte D 2017 On a stochastically grain-discretised model for 2D/3D temperature mapping prediction in grinding Int. J. Adv. Manuf. Technol. 116 60–76
Liu M et al 2023 Analysis of grain tribology and improved grinding temperature model based on discrete heat source Tribol. Int. 180 108196
Zhang D K, Li C H, Jia D Z, Zhang Y B and Zhang X W 2015 Specific grinding energy and surface roughness of nanoparticle jet minimum quantity lubrication in grinding Chin. J. Aeronaut. 28 570–81
Qiu K X, Guo G Q, Yang C Q, Dong D P and Chen M 2018 Investigation on temperature distribution in form grinding of 9Mn2V thread gauge Proc. Inst. Mech. Eng. B 232 1342–50
Xu K Z, Wei C J, Hu D J, Xu L M and Xu M M 2012 Temperature investigation of coated workpieces in intermittent grinding with a cup wheel Proc. Inst. Mech. Eng. B 226 239–46
Pang J Z, Li B Z, Liu Y and Wu C J 2017 Rayleigh heat flux distribution model investigation and workpiece temperature prediction in the cylindrical grinding Int. J. Adv. Manuf. Technol. 89 3231–41
Li B Z, Zhu D H, Pang J Z and Yang J G 2011 Quadratic curve heat flux distribution model in the grinding zone Int. J. Adv. Manuf. Technol. 54 931–40
Pang J Z, Wu C J, Shen Y M, Liu S Q, Wang Q X and Li B Z 2019 Heat flux distribution and temperature prediction model for dry and wet cylindrical plunge grinding Proc. Inst. Mech. Eng. B 233 2047–60
Zhang L, Rowe W B and Morgan M N 2013 An improved fluid convection solution in conventional grinding Proc. Inst. Mech. Eng. B 227 832–8
Peng K L, Lu P, Lin F H, Jin T, Bao W C, Xie G Z and Shang Z T 2021 Convective cooling and heat partitioning to grinding chips in high speed grinding of a nickel based superalloy J. Mech. Sci. Technol. 35 2755–67
Zhang J C, Wu W T, Li C H, Yang M, Zhang Y B, Jia D Z, Hou Y L, Li R Z, Cao H J and Ali H M 2021 Convective heat transfer coefficient model under nanofluid minimum quantity lubrication coupled with cryogenic air grinding Ti–6Al–4V Int. J. Precis. Eng. Manuf. Green Technol. 8 1113–35
Zheng Y, Wang C Q, Zhang Y F and Meng F M 2022 Study on temperature of cylindrical wet grinding considering lubrication effect of grinding fluid Int. J. Adv. Manuf. Technol. 121 6095–109
Zheng H W and Gao H 1994 A general thermal model for grinding with slotted or segmented wheel CIRP Ann. 43 287–90
Lavine A S 2000 An exact solution for surface temperature in down grinding Int. J. Heat Mass Transfer 43 4447–56
Rowe W B 2001 Thermal analysis of high efficiency deep grinding Int. J. Adv. Manuf. Technol. 41 1–19
Zhang J C, Li C H, Zhang Y B, Yang M, Jia D Z, Hou Y L and Li R Z 2018 Temperature field model and experimental verification on cryogenic air nanofluid minimum quantity lubrication grinding Int. J. Adv. Manuf. Technol. 97 209–28
Zhu C M, Gu P, Wu Y Y and Tao Z 2020 Grinding temperature prediction model of high-volume fraction SiCp/Al composite Int. J. Adv. Manuf. Technol. 111 1201–20
Lyu Y, Yu H Y, Wang J, Chen C and Xiang L 2017 Study on the grinding temperature of the grinding wheel with an abrasive phyllotactic pattern Int. J. Adv. Manuf. Technol. 91 895–906
Guo H, Wang X Y, Zhao N, Fu B B and Liu L 2022 Simulation analysis and experiment of instantaneous temperature field for grinding face gear with a grinding worm Int. J. Adv. Manuf. Technol. 120 4989–5001
Zhu D H, Li B Z and Ding H 2014 A combined model with optimal solution for prediction of grinding temperature Int. J. Mater. Prod. Technol. 49 203–23
Ding Z S, Li B Z, Fergani O, Shao Y M and Liang S Y 2016 Investigation of temperature and energy partition during maraging steel micro-grinding Proc. CIRP 56 284–8
Ren X K, Huang X K, Feng H J, Chai Z, He Y B, Chen H B and Chen X Q 2021 A novel energy partition model for belt grinding of Inconel 718 J. Manuf. Process. 64 1296–306
Bei J Y 1964 Analysis and study of grinding temperatures J. Shanghai Jiaotong Univ. 57–73
Kawamura S and Mitsuhashi M 1981 Studies on the fundamental of grinding burn (3rd report) J. Japan Soc. Presis. Eng. 47 1134–9
Zhang L C and Mahdi M 1995 Applied mechanics in grinding—Ⅳ. The mechanism of grinding induced phase transformation Int. J. Adv. Manuf. Technol. 35 1397–409
Mao C, Zhou Z X, Zhou D W and Gu D Y 2007 Analysis of influence factors for the contact length between wheel and workpiece in surface grinding Key Eng. Mater. 359–360 128–32
Zhang L, Ge P Q, Meng J F, Cheng J H and Wang M 2004 New heat flux model in surface grinding Mater. Sci. Forum 471–472 298–301
Wang D X, Ge P Q, Bi W B and Zheng C D 2015 Heat source profile in grinding zone J. Xi’an Jiaotong Univ. 49 116–21
He Y H, Xu Y B, Tang J Y and Zhao B 2018 Study on heat source distribution model of highorder function in grinding arc area J. Mech. Eng 55 199–206
Wang Z X, Yu T B, Wang X Z, Zhang T Q, Zhao J and Wen P H 2019 Grinding temperature field prediction by meshless finite block method with double infinite element Int. J. Mech. Sci. 153–154 131–42
Tian Y, Shirinzadeh B, Zhang D, Liu X and Chetwynd D 2009 Effects of the heat source profiles on the thermal distribution for ultraprecision grinding Precis. Eng. 33 447–58
González-Santander J L 2017 Series expansion and asymptotic formulas for heat transfer of an inclined moving heat source J. Eng. Math. 103 111–26
Jin T, Stephenson D J, Xie G Z and Sheng X M 2011 Investigation on cooling efficiency of grinding fluids in deep grinding CIRP Ann. 60 343–6
Heinzel C, Heinzel J, Guba N and Hüsemann T 2021 Comprehensive analysis of the thermal impact and its depth effect in grinding CIRP Ann. 70 289–92
Deng Z H, Liu Z Q and Zhang X H 2010 Research of the science and technology development in high-speed and efficient processing field J. Mech. Eng. 46 106–20
Xie G Z, Huang H, Xu X P and Huang H W 2009 Study on the temperature in the high efficiency deep grinding of silicon nitride J. Mech. Eng. 45 109–14
Guo L and He L M 2008 Finite element simulation of wet-type temperature field in super-high speed grinding of titanium alloy Precis. Manuf. Autom. 20 14–18
Jin T and Cai G Q 2001 Analytical thermal models of oblique moving heat source for deep grinding and cutting J. Manuf. Sci. Eng. 123 185–90
Zhao H H, Feng B F, Jin T and Cai G Q 2003 Three analytical thermal models of high efficiency deep grinding Diamond Abrasives Eng. 23 18–20
Wang D X, Ge P Q, Sun S F, Jiang J L and Liu X F 2017 Investigation on the heat source profile on the finished surface in grinding based on the inverse heat transfer analysis Int. J. Adv. Manuf. Technol. 92 1201–16
Outwater J O and Shaw M C 1952 Surface temperatures in grinding J. Fluids Eng. 74 73–81
Hahn R S 1956 The relation between grinding conditions and thermal damage in the workpiece J. Fluids Eng. 78 807–12
Rowe W B, Black S C E, Mills B and Qi H S 1996 Analysis of grinding temperatures by energy partitioning Proc. Inst. Mech. Eng. B 210 579–88
Rowe W B, Black S C E, Mills B, Morgan M N and Qi H S 1997 Grinding temperatures and energy partitioning Proc. R. Soc. A 453 1083–104
Mao C, Zhou Z X, Zhou D W and Gu D Y 2008 The properties and the influence factors of the white layer in the surface grinding Adv. Mater. Res. 53–54 285–92
Guo C, Wu Y, Varghese V and Malkin S 1999 Temperatures and energy partition for grinding with vitrified CBN wheels CIRP Ann. 48 247–50
Zhang J, Liu M and Wang S Y 2019 The influence of side contact area on the grinding heat partition in narrow deep groove Mach. Des. Manuf. 166–9
Kohli S, Guo C and Malkin S 1995 Energy partition to the workpiece for grinding with aluminum oxide and CBN abrasive wheels J. Manuf. Sci. Eng. 117 160–8
Ramanath S and Shaw M C 1988 Abrasive grain temperature at the beginning of a cut in fine grinding J. Manuf. Sci. Eng. 110 15–18
Lavine A S 1988 A simple model for convective cooling during the grinding process J. Manuf. Sci. Eng. 110 1–6
Lavine A S, Malkin S and Jen T C 1989 Thermal aspects of grinding with CBN wheels CIRP Ann. 38 557–60
Zhang D K, Li C H, Jia D Z, Wang S, Li R Z and Qi X X 2014 Grinding model and material removal mechanism of medical nanometer zirconia ceramics Recent Pat. Nanotechnol. 8 2–17
Wang L, Ge P Q, Qin Y, Liu Z C, Sun J G and Gao W 2002 Analysis of wet-grinding temperature field based on finite element method J. Mech. Eng. 38 155–8
Duan Z J, Yin Q G, Li C H, Dong L, Bai X F, Zhang Y B, Yang M, Jia D Z, Li R Z and Liu Z Q 2020 Milling force and surface morphology of 45 steel under different Al2O3 nanofluid concentrations Int. J. Adv. Manuf. Technol. 107 1277–96
Jia D Z, Li C H, Zhang Y B, Yang M, Zhang X P, Li R Z and Ji H J 2019 Experimental evaluation of surface topographies of NMQL grinding ZrO2 ceramics combining multiangle ultrasonic vibration Int. J. Adv. Manuf. Technol. 100 457–73
Li B K, Li C H, Zhang Y B, Wang Y G, Yang M, Jia D Z, Zhang N Q and Wu Q D 2017 Effect of the physical properties of different vegetable oil-based nanofluids on MQLC grinding temperature of Ni-based alloy Int. J. Adv. Manuf. Technol. 89 3459–74
Zhang Y B, Li C H, Jia D Z, Li B K, Wang Y G, Yang M, Hou Y L and Zhang X W 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. Technol. 232 100–15
Said Z, Ghodbane M, Boumeddane B, Tiwari A K, Sundar L S, Li C H, Aslfattahi N and Bellos E 2022 Energy, exergy, economic and environmental (4E) analysis of a parabolic trough solar collector using MXene based silicone oil nanofluids Sol. Energy Mater. Sol. Cells. 239 111633
Duursma G, Sefiane K and Kennedy A 2009 Experimental studies of nanofluid droplets in spray cooling Heat Transfer Eng. 30 1108–20
Kuwahara F, Shirota M and Nakayama A 2001 A numerical study of interfacial convective heat transfer coefficient in two-energy equation model for convection in porous media Int. J. Heat Mass Transfer 44 1153–9
Lee P H, Lee S W, Lim S H, Lee S H, Ko H S and Shin S W 2015 A study on thermal characteristics of micro-scale grinding process using nanofluid minimum quantity lubrication (MQL) Int. J. Precis. Eng. Manuf. 16 1899–909
Rowe W B, Pettit J A, Boyle A and Moruzzi J L 1988 Avoidance of thermal damage in grinding and prediction of the damage threshold CIRP Ann. 37 327–30
Hadad M and Sadeghi B 2012 Thermal analysis of minimum quantity lubrication-MQL grinding process Int. J. Adv. Manuf. Technol. 63 1–15
Takazawa K 1964 Theory and measuring method of the temperature distribution in ground surface layer J. Japan Soc. Precis. Eng. 30 851–7
Yang M, Li C H, Said Z, Zhang Y B, Li R Z, Debnath S, Ali H M, Gao T and Long Y Z 2021 Semiempirical heat flux model of hard-brittle bone material in ductile microgrinding J. Manuf. Process. 71 501–14
Guo Z F, Yi J, Hu X P, Wang J G and Zhao K 2022 Heat flux distribution model and transient temperature field analysis in grinding of helical raceway Int. J. Adv. Manuf. Technol. 121 6497–506
Hayat M A, Ali H M, Janjua M M, Pao W, Li C H and Alizadeh M 2020 Phase change material/heat pipe and copper foam-based heat sinks for thermal management of electronic systems J. Energy Storage 32 101971
Ohishi S and Furukawa Y 1985 Analysis of workpiece temperature and grinding burn in creep feed grinding Bull. JSME 28 1775–81
Kim N K, Guo C and Malkon S 1997 Heat flux distribution and energy partition in creep-feed grinding CIRP Ann. 46 227–32
Rowe W B, Morgan M N and Allanson D A 1991 An advance in the modelling of thermal effects in the grinding process CIRP Ann. 40 339–42
Lavine A S and Jen T C 1991 Thermal aspects of grinding: heat transfer to workpiece, wheel, and fluid ASME J. Heat Mass Transfer 113 296–303
Vinay P V and Srinivasa Rao C 2015 Temperature assessment in surface grinding of tool steels J. Mech. Sci. Technol. 29 4923–32
Arpaci V S, Salamet A, Kao S H and Jaluria Y 2002 Introduction to heat transfer Appl. Mech. Rev. 55 B37–B38
Jin T, Stephenson D J and Rowe W B 2003 Estimation of the convection heat transfer coefficient of coolant within the grinding zone Proc. Inst. Mech. Eng. B 217 397–407
Jin T and Stephenson D J 2008 A study of the convection heat transfer coefficients of grinding fluids CIRP Ann. 57 367–70
Lin B, Chen X W, Morgan M N and Wu H 2009 Estimation of the convection heat transfer coefficient of coolant and prediction of the maximum temperature within the grinding zone Int. J. Abrasive Technol. 2 130–53
Zhu D H, Li B Z and Ding H 2013 An improved grinding temperature model considering grain geometry and distribution Int. J. Adv. Manuf. Technol. 67 1393–406
Zhang L and Brian Rowe W 2021 Fluid convection models for low-temperature grinding and effect of fluid warming J. Manuf. Sci. Eng. 143 021010
Zhang L and Rowe W B 2020 Study of convective heat transfer in grinding applied to tool carbide J. Manuf. Sci. Eng. 142 021001
Mao C, Zhang J, Huang Y, Zou H F, Huang X M and Zhou Z X 2013 Investigation on the effect of nanofluid parameters on MQL grinding Mater. Manuf. Process. 28 436–42
Mao C, Zou H F, Huang Y, Li Y F and Zhou Z X 2013 Analysis of heat transfer coefficient on workpiece surface during minimum quantity lubricant grinding Int. J. Adv. Manuf. Technol. 66 363–70
Mao C, Zou H F, Huang X M, Zhang J and Zhou Z X 2013 The influence of spraying parameters on grinding performance for nanofluid minimum quantity lubrication Int. J. Adv. Manuf. Technol. 64 1791–9
Yang M, Li C H, Luo L, Li R Z and Long Y Z 2021 Predictive model of convective heat transfer coefficient in bone micro-grinding using nanofluid aerosol cooling Int. Commun. Heat Mass Transfer 125 105317
Maruda R W, Krolczyk G M, Feldshtein E, Pusavec F, Szydlowski M, Legutko S and Sobczak-Kupiec A 2016 A study on droplets sizes, their distribution and heat exchange for minimum quantity cooling lubrication (MQCL) Int. J. Mach. Tools Manuf. 100 81–92
Meng Q G and Li W Z 1996 Numerical calculation of the grinding temperature field Mod. Manuf. Eng. 25–27
Li W, Di D, Liu Y P, Chen D B and Yan Y W 2023 Numerical investigation and experimental verification of the cold flow field of a triple swirl combustor Aeroengine 49 103–8
Xu H R, Xu H Y and Guo L 2004 Theoretical research of temperatures in high efficiency deep grinding (HEDG) Mach. Tool Hydraul. 08 104–6+93
Wu Y H, Wang H, Li S H, Sun J and Wang H 2019 Grinding thermal characteristics and surface forming mechanism of silicon nitride ceramics Surf. Technol. 48 360–8
Xu C, Gao W L and Shang Z T 2019 Experimental study on optimization of high speed grinding process for tungsten carbide coating sprayed by HVOF Mod. Manuf. Eng. 94–101
Shen J Y, Li Y, Xu X P and Gao Y 2003 Force and energy characteristics in grinding of ceramics Key Eng. Mater. 238–239 105–10
Rowe W B 2017 Temperatures in grinding-a review J. Manuf. Sci. Eng. 139 121001
Rowe W B, Morgan M N and Black S C E 1998 Validation of thermal properties in grinding CIRP Ann. 47 275–9
Li B Z, Feng R J, Yang J G and Wu Z P 2011 Optimization methods and application research of stator cooling pipeline in high-speed grinding wheel system Adv. Mater. Res. 199–200 1579–85
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