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A stochastic multi-agent system for Internet of Things-enabled waste management in smart cities

机译:用于智能城市中基于物联网的废物管理的随机多智能体系统

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摘要

The population of the Earth is moving towards urban areas forming smart cities (SCs). Waste management is a component of SCs. We consider a SC which contains a distribution of waste bins and a distribution of waste trucks located in the SC sectors. Bins and trucks are enabled with Internet of Things (IoT) sensors and actuators. Prior approaches focus mainly on the dynamic scheduling and routing issues emerging from IoT-enabled waste management. However, less research has been done in the area of the stochastic reassignment process during the four seasons of the year over a period of two years. In this paper we aim to stochastically reassign trucks to collect waste from bins through time. We treat this problem with a multi-agent system for stochastic analyses.
机译:地球人口正朝着形成智慧城市(SC)的城市地区发展。废物管理是SC的组成部分。我们考虑一个SC,它包含一个位于SC部门的废物箱分布和一个垃圾车分布。借助物联网(IoT)传感器和执行器启用了垃圾箱和卡车。先前的方法主要关注基于物联网的废物管理中出现的动态调度和路由问题。但是,在两年的一年中的四个季节中,在随机重新分配过程方面的研究较少。在本文中,我们旨在随机分配卡车,以便随时间从垃圾箱中收集废物。我们使用多智能体系统进行随机分析,以解决此问题。

著录项

  • 来源
    《Waste management & research》 |2018年第11期|1113-1121|共9页
  • 作者单位

    Department of Business Administration, University of West Attica, Athens, Greece,Department of Infocommunication Technologies, ITMO University, Russia;

    Department of Infocommunication Technologies, ITMO University, Russia,CSIRO Computational Informatics, Australia;

    Department of Infocommunication Technologies, ITMO University, Russia;

    Department of Infocommunication Technologies, ITMO University, Russia;

    Department of Infocommunication Technologies, ITMO University, Russia;

    Department of Business Administration, University of West Attica, Athens, Greece;

    Department of Informatics, University of West Attica, Athens, Greece;

    Department of Infocommunication Technologies, ITMO University, Russia;

    Department of Infocommunication Technologies, ITMO University, Russia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Smart cities; Internet of Things; waste management; stochastic analyses; multi-agent system;

    机译:智慧城市;物联网;废物管理;随机分析;多主体系统;
  • 入库时间 2022-08-18 03:58:49

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