Research on Laser Marking Speed Optimization by Using Genetic Algorithm

被引：7
|
作者：
Wang, Dongyun [1 ]
Yu, Qiwei [1 ]
Zhang, Yu [1 ]
机构：
[1] Zhejiang Normal Univ, Sch Engn, Hangzhou, Zhejiang, Peoples R China
来源：
PLOS ONE | 2015年 / 10卷 / 05期
关键词：
D O I：
10.1371/journal.pone.0126141
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
Laser Marking Machine is the most common coding equipment on product packaging lines. However, the speed of laser marking has become a bottleneck of production. In order to remove this bottleneck, a new method based on a genetic algorithm is designed. On the basis of this algorithm, a controller was designed and simulations and experiments were performed. The results show that using this algorithm could effectively improve laser marking efficiency by 25%.
引用
收藏
页数：10
相关论文
共 50 条
  • [11] Optimization of a High-Speed External Rotor Electric Machine Using a Genetic Algorithm
    Eremenko, V.V.
    Garipov, I.R.
    Goryukhin, M.O.
    Krasnoperov, D.G.
    Russian Electrical Engineering, 2024, 95 (12) : 985 - 989
  • [12] Optimization of RST Controller for Speed Control of Linear Induction Motor Using Genetic Algorithm
    Laid, Khettache
    Djalal, Djarah
    Ghania, Zidani
    Rachid, Abdessemed
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2024, 17 (03) : 260 - 268
  • [13] Optimization of RST Controller for Speed Control of Linear Induction Motor Using Genetic Algorithm
    Laid, Khettache
    Djalal, Djarah
    Ghania, Zidani
    Rachid, Abdessemed
    Recent Advances in Electrical and Electronic Engineering, 2024, 17 (03): : 260 - 268
  • [14] The optimization of PI controller parameters using genetic algorithm in the DC speed control system
    Wang, J
    Zhao, YY
    PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 545 - 548
  • [15] Parameter optimization for sensorless position and speed control of permanent magnet motor at low speed using genetic algorithm
    Khan, A. A.
    Mohammed, O. A.
    2009 IEEE/PES POWER SYSTEMS CONFERENCE AND EXPOSITION, VOLS 1-3, 2009, : 701 - 705
  • [16] Research on Genetic Algorithm in mold optimization design
    Chen, Xi
    Zhao, Baosheng
    ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 1030 - +
  • [17] Finding an optimization of the plate element of Egyptian research reactor using genetic algorithm
    WAHED Mohamed
    IBRAHIM Wesam
    EFFAT Ahmed
    NuclearScienceandTechniques, 2008, (05) : 314 - 320
  • [18] Finding an optimization of the plate element of Egyptian research reactor using genetic algorithm
    Mohamed, Wahed
    Wesam, Ibrahim
    Ahmed, Effat
    NUCLEAR SCIENCE AND TECHNIQUES, 2008, 19 (05) : 314 - 320
  • [19] Multiobjective Optimization of the Plate Element of Egyptian Research Reactor Using Genetic Algorithm
    Wahed, Mohamed El-Sayed
    Ibrahim, Wesam Zakaria
    Effat, Ahmed Mostafa
    NUCLEAR SCIENCE AND ENGINEERING, 2009, 162 (03) : 275 - 281
  • [20] Process Optimization using Genetic Algorithm
    Kumar, M. Pravin
    Vijayachitra, S.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, COMMUNICATION AND ENERGY CONSERVATION INCACEC 2009 VOL 1, 2009, : 255 - +
12345