激光熔覆Ni基熔覆层形貌尺寸的预测Prediction of geometric characteristics of laser cladding nickel based coating
刘越,叶宏,李礼,佘红艳,屈威,杨柳
摘要(Abstract):
针对目前激光熔覆层形貌尺寸的预测计算复杂,耗费的成本高,不适用于工程应用的问题,采用Nd:YAG脉冲激光器在Cr12MoV模具钢上进行激光熔覆试验,用多元线性回归方程建立起以激光电流、扫描速度和激光脉宽为预测变量,熔覆层宽度和高度为响应变量的多参数耦合数学模型,并将试验结果与线性回归方程预测的结果进行了比较。结果表明:熔覆层宽度和高度的试验值和预测值之间的误差分别可以精确到0.86%和0.49%,且该模型在其他不同工艺参数下的预测分析中得以验证。利用多元线性回归方程可以很好地表征多参数耦合下激光熔覆层的形貌尺寸,并且该方法简单高效,运算逻辑清晰。
关键词(KeyWords): 激光熔覆;形貌预测;回归分析;多参数耦合
基金项目(Foundation): 重庆理工大学研究生创新基金(clgycx 20203022);; 重庆市大学生创新创业训练计划项目(2019CX001)
作者(Author): 刘越,叶宏,李礼,佘红艳,屈威,杨柳
DOI: 10.13289/j.issn.1009-6264.2021-0208
参考文献(References):
- [1] Santhanakrishnan S,Kong F,Kovacevic R.An experimentally based thermo-kinetic hardening model for high power direct diode laser cladding[J].Journal of Materials Processing Technology,2011,211(7):1247-1259.
- [2] 朱福栋,朱必云,马长平.激光增材制造Co/WC增强Ni基复合涂层的组织与耐磨性能[J].材料热处理学报,2019,40(9):142-148.ZHU Fu-dong,ZHU Bi-yun,MA Chang-ping.Microstructure and wear resistance of Co/WC enhanced Ni-based composite coating by laser additive manufacturing[J].Transactions of Materials and Heat Treatment,2019,40(9):142-148.
- [3] Huang Y J.Characterization of dilution action in laser-induction hybrid cladding[J].Optics and Laser Technology,2010,43(5):965-973.
- [4] 张庆茂,王忠东,刘喜明,等.工艺参数对送粉激光熔覆层几何形貌的影响[J].焊接学报,2000(2):43-46.ZHANG Qing-mao,WANG Zhong-dong,LIU Xi-ming,et al.Influence of process parameters on the geometrical morphology of laser cladding layer for powder feeding[J].Transactions of the China Welding Institution,2000(2):43-46.
- [5] Zhao Y,Guan C,Chen L Y,et al.Effect of process parameters on the cladding track geometry fabricated by laser cladding[J].Optik,2020,223:165447.
- [6] 霍万晨,刘建涛,张明,等.一种新型四代镍基粉末高温合金挤压过程数值模拟及试验验证[J].材料热处理学报,2021,42(2):152-159.HUO Wan-chen,LIU Jian-tao,ZHANG Ming,et al.Numerical simulation and experimental verification of extrusion process of a new fourth generation nickel-based powder metallurgy superalloy[J].Transactions of Materials and Heat Treatment,2021,42(2):152-159.
- [7] Caiazzo F,Alfieri V.Simulation of laser-assisted directed energy deposition of aluminum powder:Prediction of geometry and temperature evolution[J].Materials,2019,12(13):2100.
- [8] 谢红梅.钛合金激光熔覆工艺与形貌预测研究[D].大连:大连理工大学,2014.XIE Hong-mei.Process study and profile prediction on laser cladding of titanium alloys[D].Dalian:Dalian University of Technology,2014.
- [9] Liu J C.Formation of cross-sectional profile of a clad bead in coaxial laser cladding[J].Optics and Laser Technology,2006,39(8):1532-1536.
- [10] 田虎成.激光熔覆过程中熔池尺寸与成形高度变化的研究[D].合肥:合肥工业大学,2019.TIAN Hu-cheng.Study on the change of molten pool size and forming height during laser cladding[D].Hefei:Hefei University of Technology,2019.
- [11] Mondal S,Bandyopadhyay A,Pal P K.Application of artificial neural network for the prediction of laser cladding process characteristics at taguchi-based optimized condition[J].The International Journal of Advanced Manufacturing Technology,2014,70(9/12):2151-2158.
- [12] 范鹏飞,张冠.基于线性回归和神经网络的金属陶瓷激光熔覆层形貌预测[J].表面技术,2019,48(12):353-359.FAN Peng-fei,ZHANG Guan.Prediction on geometrical characteristics of cermet laser cladding based on linear regression and neural network[J].Surface Technology,2019,48(12):353-359.
- [13] Patrice P,Morgan D,Sébastien P,et al.Simplified numerical model for the laser metal deposition additive manufacturing process[J].Journal of Laser Applications,2017,29:022304.
- [14] Davis T A,Shin Y C.Vision-based clad height measurement[J].Machine Vision and Applications,2011,22(1):129-136.
- [15] 尹研,王匀,许桢英,等.基于激光填丝熔覆的Cr12MoV模具修复及性能表征[J].表面技术,2019,48(11):312-319.YIN Yan,WANG Yun,XU Zhen-ying,et al.Repair and characterization of Cr12MoV dies based on laser cladding by wire[J].Surface Technology,2019,48(11):312-319.
- [16] Hong S,Wu Y P,Wang B,et al.Improvement in tribological properties of Cr12MoV cold work die steel by HVOF sprayed WC-CoCr cermet coatings[J].Coatings,2019,9(12):825.
- [17] 李云雁,胡传荣.试验设计与数据处理[M].北京:化学工业出版社,2017.
- [18] Chatterjee S,Hadi A S.Regression Analysis by Example[M].Hoboken:Wiley and Sons,Inc,2006.
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