错误:搜索内容不能为空,请输入英文关键词
错误:关键词超出字数限制,请精简
高级检索

Planning the Tasks of an Autonomous Mobile Robot Fleet for Internal Logistics of Production Systems

  • Elouan Blanchard,
  • Arthur Bit-Monnot,
  • Cyrille Briand,
  • Mohamed Amine Abdeljaouad,
  • Gregoire Milliez

摘要

The problem of planning the activities of a fleet of autonomous mobile robots in the context of performing a production plan is tackled in this paper. Three kinds of tasks are considered: the ones related to supplying workstations with the components or tools that are used in the operations, the ones related to the evacuation of empty containers or garbage collecting, and the latter ones that aim at moving semi-finished production from workstations to others. This paper shows that the planning of these activities can be modeled homogeneously as a particular pickup-and-delivery problem with time windows. To solve the latter problem, we propose a greedy heuristic as well as a mixed-integer linear programming approach. An illustration of the interest in the approach is provided in a production context, demonstrating its validity and high-lighting its advantages and limitations. A benchmark of the literature is also considered to show how our approach performs in the context of a job-shop problem with transportation constraints.