XIA Wei, LIU Xianli, YUE Caixu, GUO Yandong, SUN Shaocong. Modeling of Side Milling Cutting Force on Thin-walled Components Considering Time-varying Effect of Force-induced Deformation[J]. Journal of Mechanical Engineering, 2026, 62(9): 430-446.
[1] 韩振宇,金鸿宇,付云忠,等. 基于有限元数值模型和进给速度优化的薄壁件侧铣变形在线控制[J]. 机械工程学报,2017,53(21):190-199. HAN Zhenyu,JIN Hongyu,FU Yunzhong,et al. FEM numerical model and feedrate optimization based on-line deflection control of thin-walled parts in flank milling[J]. Journal of Mechanical Engineering,2017,53(21):190-199. [2] LI Z L,LI M,ZHU L M. Mechanistic modeling of five-axis machining with a flat end mill considering bottom edge cutting effect[J]. Journal of Manufacturing Science and Engineering,2016,138(11):1-11. [3] MARTELLOTTI M E. An analysis of the milling process[J]. Transactions of the American Society of Mechanical Engineers,1941,63(2):677-700. [4] MALEKIAN M,MOSOTOFA M G,PARK S S,et al. Modeling of minimum uncut chip thickness in micro machining of aluminum[J]. Journal of Materials Processing Technology,2012,212(3):553-559. [5] XU K,Li Y,ZHANG J,et al. ForceNet:An offline cutting force prediction model based on neuro-physical learning approach[J]. Journal of Manufacturing Systems,2021,61:1-15. [6] MA W,WANG R,ZHOU X,et al. The finite element analysis–based simulation and artificial neural network–based prediction for milling processes of aluminum alloy 7050[J]. Proceedings of the Institution of Mechanical Engineers,Part B:Journal of Engineering Manufacture,2021,235(1-2):265-277. [7] KURT A. Modelling of the cutting tool stresses in machining of inconel 718 using artificial neural networks[J]. Expert Systems with Applications,2009,36(6):9645-9657. [8] XIE J,HU P,CHEN J,et al. Deep learning-based instantaneous cutting force modeling of three-axis CNC milling[J]. International Journal of Mechanical Sciences,2023,246:108153. [9] WANG J,ZOU B,LIU M,et al. Milling force prediction model based on transfer learning and neural network[J]. Journal of Intelligent Manufacturing,2021,32:947-956. [10] ZHANG S,MA J,WANG S,et al. Milling force prediction of inclined rib with low rigidity in milling process of hollow thin-walled structural parts[J]. The International Journal of Advanced Manufacturing Technology,2023,27(1):815-830. [11] WANG J,QUAN L,TANG K. A prediction method based on the voxel model and the finite cell method for cutting force-induced deformation in the five-axis milling process[J]. Computer Methods in Applied Mechanics and Engineering,2020,367:113110. [12] WANG L,SI H. Machining deformation prediction of thin-walled workpieces in five-axis flank milling[J]. The International Journal of Advanced Manufacturing Technology,2018,97(9):4179-4193. [13] LIU S,ZHANG X,JIN S,et al. Prediction of surface variation field in face milling via finite element model updating with considering force-deformation coupling[J]. The International Journal of Advanced Manufacturing Technology,2019,105:4193-4209. [14] GUO D M,REN F,SUN Y W. An approach to modeling cutting forces in five-axis ball-end milling of curved geometries based on tool motion analysis[J]. Journal of Manufacturing Science and Engineering,2010,132(4): 575-590. [15] LI C,DUAN C,CHANG B. Instantaneous cutting force model considering the material structural characteristics and dynamic variations in the entry and exit angles during end milling of the aluminum honeycomb core[J]. Mechanical Systems and Signal Processing,2022,181: 109456. [16] WAN M,WEN D Y,MA Y C,et al. On material separation and cutting force prediction in micro milling through involving the effect of dead metal zone[J]. International Journal of Machine Tools and Manufacture,2019,146:103452. [17] DUAN X,LI L,CHEN C,et al. Cutting force prediction considering force-deflection coupling in five-axis milling with fillet-end cutter[J]. The International Journal of Advanced Manufacturing Technology,2022,119(11):7353-7367. [18] WEI Z,GUO M L,WANG M J,et al. Prediction of cutting force of ball-end mill for pencil-cut machining[J]. The International Journal of Advanced Manufacturing Technology,2019,100:577-588. [19] WEI Z C,GUO M L,WANG M J,et al. Prediction of cutting force in five-axis flat-end milling[J]. The International Journal of Advanced Manufacturing Technology,2018,96:137-152. [20] WEI Z C,GUO M L,WANG M J,et al. Force predictive model for five-axis ball end milling of sculptured surface[J]. The International Journal of Advanced Manufacturing Technology,2018,98:1367-1377. [21] JING X,LV R,CHEN Y,et al. Modelling and experimental analysis of the effects of run out, minimum chip thickness and elastic recovery on the cutting force in micro-end-milling[J]. International Journal of Mechanical Sciences,2020,176:105540. [22] DUAN X,PENG F,YAN R,et al. Estimation of cutter deflection based on study of cutting force and static flexibility[J]. Journal of Manufacturing Science and Engineering,2016,138(4):041001. [23] ZHANG X,YU T,WANG W. Prediction of cutting forces and instantaneous tool deflection in micro end milling by considering tool run-out[J]. International Journal of Mechanical Sciences,2018,136:124-133. [24] HUO D,CHEN W,TENG X,et al. Modeling the influence of tool deflection on cutting force and surface generation in micro-milling[J]. Micromachines,2017,8(6):188. [25] MAO J,ZHAO M,WEI X,et al. A material constitutive model-based prediction method for flank milling force considering the deformation of workpiece[J]. Journal of Manufacturing Processes,2022,84:403-413. [26] LI W,WANG L P,YU G. Force-induced deformation prediction and flexible error compensation strategy in flank milling of thin-walled parts[J]. Journal of Materials Processing Technology,2021,297(1):117258. [27] 施壮,李长河,刘德伟,等. 不等螺旋角立铣刀瞬时铣削力模型与验证[J]. 机械工程学报,2024,60(15):393-406. SHI Zhuang,LIU Changhe,LIU Dewei,et al. Instantaneous milling force model and verification of unequal helix angle end mill[J]. Journal of Mechanical Engineering,2024,60(15):393-406. [28] ALTINTAS Y,LEE P. Mechanics and dynamics of ball end milling[J]. Journal of manufacturing science and engineering-Transactions of the ASME,1998,120:684-692. [29] CHEN Z,YUE C,LIU X,et al. Corner milling force prediction and improvement method of aviation thin-walled structural parts[J]. The International Journal of Advanced Manufacturing Technology,2023,126(7):2785-2801. [30] MOITINHO D,MAUNDER E. A general degree hybrid equilibrium finite element for kirchhoff plates[J]. International Journal for Numerical Methods in Engineering,2013,94(4):331-354. [31] KANG Y G,WANG Z Q. Two efficient iterative algorithms for error prediction in peripheral milling of thin-walled workpieces considering the in-cutting chip[J]. International Journal of Machine Tools and Manufacture,2013,73:55-61. [32] SUN Y W,JIANG S L. Predictive modeling of chatter stability considering force-induced deformation effect in milling thin-walled parts[J]. International Journal of Machine Tools and Manufacture,2018,135:38-52.