+高级检索
考虑拆解故障的退役产品人机混流线插单调度
DOI:
作者:
作者单位:

作者简介:

通讯作者:

基金项目:


Decommissioned Products Manual-automatic Hybrid Line Insertion Order Scheduling Considering Disassembly Faults
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
    摘要:

    多源异构退役3C产品服役阶段产生的结构变形可能引发自动拆解设备故障,性能漂移失效会扰动拆解工艺规划和生产调度. 以退役3C产品人机混流拆解线为研究对象,研究退役产品拆解故障导致的插单调度问题. 构建量化不确定性拆解序列和拆解深度的AND/OR节点网络模型.以最大化工位利用率为优化目标,拆解故障产品缓存搬运阈值为变量,建立人机混流线插单调度模型.采用二维实数编码方式编码,选用遗传算法求解. 选取58种品系退役智能手机的人机混流聚类拆解产线数据实例验证. 结果表明,构建的人机混流线插单调度模型能有效制定工位利用率最大的阈值插单调度方案. 实例聚类的3类混流拆解线优化后的最大工位利用率分别为80.3%、73.2%、81.3%.

    Abstract:

    The structural deformation generated by multi-source heterogeneous decommissioned 3C products in the service stage may cause the failure of automatic disassembly equipment. The performance drift failure will also disturb the disassembly process planning and production scheduling. Taking the decommissioned 3C product mixed-flow disassembly line as the research object, this study investigates the insertion order scheduling problem caused by decommissioned product disassembly failure in decommissioned products. An AND/OR node network model is constructed to quantify uncertain disassembly sequence and depth. With the optimization goal of maximizing workstation utilization and the variable of disassembly fault product buffering and transfer threshold, a mixed manual-automatic line reordering schedule model is established. Then, it is encoded by two-dimensional real-number coding and solved by a genetic algorithm. Finally, data instances of 58 varieties of decommissioned smartphones with mixed manual-automatic disassembly lines are selected for verification. The results show that the established manual-automatic hybrid line scheduling model can effectively develop the threshold scheduling scheme of maximum workstation utilization. The optimized maximum utilization rates of the three types of mixed-flow disassembly lines in the example clustering are 80.3%, 73.2%, and 81.3%, respectively.

    参考文献
    相似文献
    引证文献
文章指标
  • PDF下载次数:
  • HTML阅读次数:
  • 摘要点击次数:
  • 引用次数:
引用本文

任莹晖 ?,万家伟 ,匡增彧 ,谢晖.考虑拆解故障的退役产品人机混流线插单调度[J].湖南大学学报:自然科学版,2024,(4):153~160

复制
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2024-04-22
  • 出版日期:
作者稿件一经被我刊录用,如无特别声明,即视作同意授予我刊论文整体的全部复制传播的权利,包括但不限于复制权、发行权、信息网络传播权、广播权、表演权、翻译权、汇编权、改编权等著作使用权转让给我刊,我刊有权根据工作需要,允许合作的数据库、新媒体平台及其他数字平台进行数字传播和国际传播等。特此声明。
关闭