科学技术创新2024,Issue(22) :209-212.

基于智慧路径规划技术的社区垃圾自动集运

Automatic Collection of Community Garbage Based on Intelligent Path Planning Technology

张昱韬 闫奇志 张炳坤 张洋铭 艾尔帕尼 徐伟
科学技术创新2024,Issue(22) :209-212.

基于智慧路径规划技术的社区垃圾自动集运

Automatic Collection of Community Garbage Based on Intelligent Path Planning Technology

张昱韬 1闫奇志 1张炳坤 1张洋铭 1艾尔帕尼 1徐伟2
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作者信息

  • 1. 扬州大学,江苏扬州
  • 2. 中外运创新科技有限公司,北京
  • 折叠

摘要

目前,社区垃圾的严重堆积污染了大气和社区居民的生活环境,如何应对日益增长但收运效率低下的囤积垃圾成为了迫切需要解决的问题.而现有的垃圾清理方式不能够做到高效低碳,或者极大的耗费人力.本项目研发垃圾自动集运机器人的智能控制系统,并根据社区内的交通状况及老幼人群活动时空分布情况,利用强化学习方法为机器人规划高效、安全的作业路径,从而提高公共服务质量,营造绿色环保低碳社区环境.

Abstract

At present,the serious accumulation of community garbage has polluted the atmosphere and the living environment of community residents.How to deal with the growing but inefficient collection and trans-portation of hoarding garbage has become an urgent problem to be solved.And the existing garbage cleaning methods can not be efficient and low-carbon,or a great cost of manpower.This project develops the intelli-gent control system of automatic garbage collection robot,and according to the traffic conditions in the com-munity and the spatial and temporal distribution of the activities of the elderly and the young,uses the rein-forcement learning method to plan efficient and safe operation paths for the robot,so as to improve the qual-ity of public service and create a green and low-carbon community environment.

关键词

人工智能/垃圾集运/绿色低碳/社区/强化学习/路径规划

Key words

artificial intelligence/garbage collection/green and low-carbon/community/reinforcement learning/path planning

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出版年

2024
科学技术创新
黑龙江省科普事业中心

科学技术创新

影响因子:0.842
ISSN:1673-1328
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