Application of improved artificial bee colony algorithm on chatter suppression in three-dimensional elliptical vibration cutting

被引：0
|
作者：
Lu M.-M. [1 ]
Chen J.-Z. [1 ]
Zhou J.-K. [1 ]
Lin J.-Q. [1 ]
Gu Y. [1 ]
机构：
[1] School of Mechatronic Engineering, Changchun University of Technology, Changchun
来源：
Guangxue Jingmi Gongcheng/Optics and Precision Engineering | 2019年 / 27卷 / 04期
关键词：
Artificial Bee Colony(ABC) algorithm; Chatter; Parameter optimization; Three-dimensional elliptical vibration cutting;
D O I：
10.3788/OPE.20192704.0879
中图分类号：
学科分类号：
摘要：
Aiming at the problem that the chatter of the Three-Dimensional Elliptical Vibration Cutting (3D-EVC) will reduce the quality of optical components. Therefore, the chatter phenomenon in 3D-EVC process need be suppressed. The chatter problem can be regarded as an optimization problem of cutting parameters. In other words, an intelligent optimization algorithm must be used to obtain the optimal cutting parameters to meet the requirements of the chatter suppression parameters. Therefore, a Particle-Artificial Bee Colony (PABC) algorithm is proposed to optimize the cutting parameters of 3D-EVC to suppress the chatter phenomenon. In addition, a bee evolutionary strategy is combined with the "cognition" and "social" operator movements in the particle swarm optimization algorithm. Furthermore, introducing the inertial weight can improve the search ability and convergence performance of the global optimal solution. A mathematical model of the vibration amplitude in the tool tip point is established, and the cutting depth, feed rate, and spindle speed are utilized for the 3D-EVC process. Finally, parameter optimization is implemented by the proposed method. Experimental results show that the vibration amplitude of the tool tip point decreased significantly, whereas the surface roughness of the workpiece was reduced by 70% after the PABC parameters were optimized. These results prove that the proposed method is effective at suppressing chatter in the 3D-EVC process. © 2019, Science Press. All right reserved.
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页码：879 / 888
页数：9
相关论文
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