title: Research on laser marking speed optimization by using genetic algorithm.
abstract: 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%.
authors.affiliation: The Engineering School, Zhejiang Normal University, Zhejiang, China.
authors.forename: Dongyun
authors.initials: D
authors.lastname: Wang
authors.affiliation: The Engineering School, Zhejiang Normal University, Zhejiang, China.
authors.forename: Qiwei
authors.initials: Q
authors.lastname: Yu
authors.affiliation: The Engineering School, Zhejiang Normal University, Zhejiang, China.
authors.forename: Yu
authors.initials: Y
authors.lastname: Zhang
mesh_terms: D000465:Algorithms; D055614:Genetic Phenomena; D007834:Lasers; D011356:Product Labeling / Q000295:instrumentation* / Q000379:methods; D015203:Reproducibility of Results