An Effective Algorithm for Tool-Path Airtime Optimization during Leather Cutting

Author:

Yang Wei Bo1,Zhao Yan Wei2,Jie Jing1,Wang Wan Liang2

Affiliation:

1. Zhejiang University

2. Zhejiang University of Technology

Abstract

Tool-path airtime optimization problem during multi-contour processing in leather cutting is regarded as generalized traveling salesman problem. A hybrid intelligence algorithm is proposed. The improved genetic simulated annealing algorithm is applied to optimize cutting path selected arbitrarily firstly, and an optimal contour sequence is founded, then problem is changed into multi- segment map problem solved with dynamic programming algorithm. The algorithm's process and its various parameters are given simultaneously, and its performance is compared with simulated annealing and standard genetic algorithm alone. The results show that the algorithm is more effective.

Publisher

Trans Tech Publications, Ltd.

Subject

General Engineering

Reference12 articles.

1. G.X. Yu, Y.C. Ding and D.C. Li: Journal of Xi'an Jiaotong University, Vol. 38 (2004), pp.39-42.

2. C.G. Wu, Y.C. Liang, H.P. Lee, et al: Physical Review E, Vol. 70 (2004), pp.1-13.

3. C.F. Tsail, C.W. Tsai and C.C. Tseng: Information Sciences, Vol. 164 (2004), pp.67-81.

4. Kenneth, D.S. Roshan and K.W. Paul: Journal of Manufacturing Systems, Vol. 22 (2002), pp.173-180.

5. G.S. JI, W. Wang and Z.C. Chen: Journal of Agricultural Machinery, Vol. 39 (2008), pp.154-158.

Cited by 18 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Optimization Toolpath Generation for Drill Hole on Three Axes CNC Machine Using Genetic Algorithms;Lecture Notes in Mechanical Engineering;2024

2. Simulating Thermal Sheet Cutting of Figured Parts;IFAC-PapersOnLine;2022

3. The multi-contour cutting application in algorithms of shortest cutting tool path generation;МОДЕЛИРОВАНИЕ, ОПТИМИЗАЦИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ;2021-09-01

4. Optimization and execution of multiple holes-drilling operations based on STEP-NC;The International Journal of Advanced Manufacturing Technology;2021-04-05

5. Cutting path optimization for an automatic cutter in polynomial time using a 3/2 approximation algorithm;The International Journal of Advanced Manufacturing Technology;2021-03-08

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3