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基于响应动态约束条件的仓储AGV路径规划协同优化模型

杨震涛

机械制造与自动化2024,Vol.53Issue(2):170-174,5.
机械制造与自动化2024,Vol.53Issue(2):170-174,5.DOI:10.19344/j.cnki.issn1671-5276.2024.02.036

基于响应动态约束条件的仓储AGV路径规划协同优化模型

Collaborative Optimization Model of Warehouse AGV Path Planning Based on Response Dynamic Constraints

杨震涛1

作者信息

  • 1. 国网天津市电力公司物资公司,天津 300304
  • 折叠

摘要

Abstract

A collaborative optimization model of storage AGV path planning responding to dynamic constraints is designed for planning a collision free path of storage AGV.Path node model and vehicle body coordinate system model are established to obtain the location of AGV in the warehouse.The collision description model is constructed to simplify the global path planning problem to the local environment of the dotted frame.Time window is built to calculate the time windows of empty car line segment and empty car steering segment respectively,obtaining the transportation time under different working conditions.Based on the shortest path as the dynamic constraint condition,the goal programming method is used to solve the generated multiple paths,deal with the conflicts,and realize the collaborative optimization of warehousing AGV path planning.The results of numerical examples show that,based on the 2D top view grid system of unmanned warehouse,there are fewer walking under the working condition with no obstacles,while under the working condition with obstacles,taking two paths as an example,no collision occurs,and the path optimization effect is obvious.

关键词

响应动态约束条件/仓储/路径规划/协同优化/目标函数/碰撞

Key words

response to dynamic constraints/warehousing/path planning/collaborative optimization/objective function/collision

分类

信息技术与安全科学

引用本文复制引用

杨震涛..基于响应动态约束条件的仓储AGV路径规划协同优化模型[J].机械制造与自动化,2024,53(2):170-174,5.

机械制造与自动化

OACSTPCD

1671-5276

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