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Node Location and Route Optimization of a Two-layer Underground Logistics Network | IEEE Conference Publication | IEEE Xplore

Node Location and Route Optimization of a Two-layer Underground Logistics Network


Abstract:

With increasing logistics demand and congested surface traffic, underground logistics transportation system has gradually become a forward-looking research and trend. Bas...Show More

Abstract:

With increasing logistics demand and congested surface traffic, underground logistics transportation system has gradually become a forward-looking research and trend. Based on regional center location and logistics demand of logistics parks and regions in an area, this paper builds an underground two-layer logistics system model. Considering constraints such as daily freight volume and service radius of each logistics node, the daily total cost of underground logistics system is minimized. Logistics nodes are selected by K-means and branch and bound method, and network routes are optimized by shortest path method and genetic algorithm. Based on the example data, the node composition, node location and connection route between nodes of the underground logistics network are given.
Date of Conference: 11-14 December 2020
Date Added to IEEE Xplore: 12 February 2021
ISBN Information:
Conference Location: Chengdu, China

Funding Agency:


I. Introduction

With the acceleration of urbanization and the increase in traffic demand, traffic congestion has become a bottleneck in urban development. Due to the limitations of urban ground, it is difficult to meet the increasing traffic demand only by improving and increasing ground transportation facilities. More and more experts are focusing on the development and utilization of underground space [1]–[3]. Underground Logistics System (ULS) refers to a transportation and supply system within and between cities that realizes the delivery of goods through underground pipelines or tunnels similar to subway[4], [5]. There are mainly three implementation modes [6]–[8]. Firstly, it is based on urban subway by adding logistics transportation into existing urban subway system, so as to maximize the utilization of urban subway resources and reduce the cost of ULS. The second is based on pipeline cabin, that is, circular or square capsule structure is used as transport carrier, and track or pipeline is similar to the carrier contour. The third is the vehicle-based ULS, which builds underground network and use special vehicles to deliver freight, such as AGV of the Netherlands, DM of dual-use truck of Japan and Cargo Cap of Germany. This paper is based on the third mode.

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