Modelling and optimisation of a femtosecond laser micro-machining process for micro-hole array products

被引:14
|
作者
Wang, Weimin [1 ]
Chen, Jie [2 ]
Li, Dongbo [1 ]
Feng, Ding [3 ]
Tu, Yiliu [3 ,4 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ Sci & Technol, Dept Management Sci & Engn, Nanjing, Jiangsu, Peoples R China
[3] Yangtze Univ, Sch Mech Engn, Jingzhou, Hubei, Peoples R China
[4] Univ Calgary, Dept Mech & Mfg Engn, Calgary, AB, Canada
基金
加拿大创新基金会;
关键词
Femtosecond laser micro-machining; Micro-hole array products; Modelling; Optimisation; INSPECTION ALLOCATION; ALGORITHM; ND;
D O I
10.1007/s00170-015-7105-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Femtosecond laser micro-drilling has progressed remarkably in recent years to become an essential tool for micro-hole drilling in many applications where the extreme high accuracy machining is required. This paper addresses the problem of finding optimal inspection policy in a femtosecond laser micro-machining process for micro-hole array products to improve successful rate of machined parts and hence to minimise the unit manufacturing cost. A solution algorithm is proposed based on particle swarm optimisation (PSO), and the simulation is used to provide better insight into the optimal solution. The numerical experiments and verification experiments which are conducted with different schemes illustrate the applicability and efficiency of the proposed approach.
引用
收藏
页码:1293 / 1303
页数:11
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