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智慧城市中选择性垃圾收集的最优路径规划

Optimal Path Planning for Selective Waste Collection in Smart Cities.

作者信息

Bueno-Delgado María-Victoria, Romero-Gázquez José-Luis, Jiménez Pilar, Pavón-Mariño Pablo

机构信息

Telecommunication Networks Engineering Group (GIRTEL), Department of Communications and Information Technologies, Technical University of Cartagena, 30202 Cartagena, Spain.

E-lighthouse Network Solutions, 30203 Cartagena, Spain.

出版信息

Sensors (Basel). 2019 Apr 27;19(9):1973. doi: 10.3390/s19091973.

Abstract

Waste collection is one of the targets of smart cities. It is a daily task in urban areas and it entails the planning of waste truck routes, taking into account environmental, economic and social factors. In this work, an optimal path planning algorithm has been developed together with a practical software platform for smart and sustainable cities that enables computing the optimal waste collection routes, minimizing the impact, both environmental (CO emissions and acoustic damage) and socioeconomic (number of trucks to be used and fuel consumption). The algorithm is executed in Net2Plan, an open-source planning tool, typically used for modeling and planning communication networks. Net2Plan facilitates the introduction of the city layout input information to the algorithm, automatically importing it from geographical information system (GIS) databases using the so-called Net2Plan-GIS library, which can also include positions of smart bins. The algorithm, Net2Plan tool and its extension are open-source, available in a public repository. A practical case in the city of Cartagena (Spain) is presented, where the optimal path planning for plastic waste collection is addressed. This work contributes to the urban mobility plans of smart cities and could be extended to other smart cities scenarios with requests of optimal path planning.

摘要

垃圾收集是智慧城市的目标之一。这是城市地区的一项日常任务,需要考虑环境、经济和社会因素来规划垃圾运输车辆的路线。在这项工作中,开发了一种最优路径规划算法以及一个适用于智能可持续城市的实用软件平台,该平台能够计算出最优的垃圾收集路线,将环境影响(二氧化碳排放和声损伤)和社会经济影响(所需车辆数量和燃料消耗)降至最低。该算法在Net2Plan中执行,Net2Plan是一个开源规划工具,通常用于通信网络的建模和规划。Net2Plan便于将城市布局输入信息引入算法,通过使用所谓的Net2Plan - GIS库从地理信息系统(GIS)数据库自动导入,该库还可包含智能垃圾桶的位置。该算法、Net2Plan工具及其扩展都是开源的,可在公共存储库中获取。文中介绍了西班牙卡塔赫纳市的一个实际案例,其中涉及塑料垃圾收集的最优路径规划。这项工作有助于智慧城市的城市交通规划,并且可以扩展到其他有最优路径规划需求的智慧城市场景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b521/6539127/81c41665d319/sensors-19-01973-g001.jpg

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