面向废弃物—能源—经济耦合的城市垃圾物流收运系统设计:基于智能体建模的研究
DOI:
CSTR:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

F426; F542

基金项目:

北京市社会科学基金重点项目“北京市经济高质量发展的新能源产业政策转型研究”(19YJA001)。


Design of urban waste logistics collection and transportation system for the coupling of waste-energy-economy: A study based on intelligent agent modeling
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
  • |
  • 文章评论
    摘要:

    针对城市垃圾运输两阶段设计“废弃物—能源—经济”耦合的城市物流收运系统,以北京市为例,选取128个社区收集点、18个转运站和6个发电厂进行智能体(ABM)建模,基于蚁群融合算法求解收运体系的车辆路径规划问题,通过算例分析对仿真模型进行验证。研究结论表明:(1)在城市垃圾收运全程中使用柴油车辆、汽油车辆等五种车辆收运垃圾进行发电产生的碳排放低于同等电力燃烧标煤产生的碳排放,实现“废弃物—能源”转换。(2)在“收集点—转运站”阶段使用3t的电动车辆、在“转运站—发电厂”使用8t的汽油车辆可达到成本及碳排放最优目标,体现“能源—经济”价值在城市交通环境以及垃圾量不确定的情况下该方案亦成立。

    Abstract:

    Design a “waste-energy-economy” coupled urban logistics collection and transportation system for two stages of urban waste transportation, take Beijing as an example, select 128 community collection points, 18 transfer stations and 6 power plants for intelligent body (ABM) modeling, solve the vehicle path planning problem of the collection and transportation system based on the autcolony fusion algorithms, and validate the simulation model through the analysis of examples. The simulation model is validated by case analysis. It is concluded that: (1) The carbon emission of using five types of vehicles to collect garage for power generation, including diesel vehicles and gasoline vehicles, in the whole process of urban waste collection and transportation is lower than that of burning standard coal with the same power realizing the conversion of “waste-energy”. (2) The use of 3t electric vehicles in the “collection point—transfer station” stage and 8t gasoline vehicles in the “transfer station—power plant” stage can achieve the optimal cost and carbon emission targets. This is an “energy-economical” value. This scenario is also valid in the case of uncertainty in the urban transportation environment and the amount of waste.

    参考文献
    相似文献
    引证文献
引用本文

杨洋,裴童心,张晓聪.面向废弃物—能源—经济耦合的城市垃圾物流收运系统设计:基于智能体建模的研究[J].中国软科学,2023,(12):155-164

复制
分享
相关视频

文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2026-07-19
  • 出版日期:
文章二维码