PLoS ONE (Jan 2015)

Research on laser marking speed optimization by using genetic algorithm.

  • Dongyun Wang,
  • Qiwei Yu,
  • Yu Zhang

DOI
https://doi.org/10.1371/journal.pone.0126141
Journal volume & issue
Vol. 10, no. 5
p. e0126141

Abstract

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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%.