Optimal Path Planning for Selective Waste Collection in Smart Cities

被引:24
|
作者
Bueno-Delgado, Maria-Victoria [1 ,2 ]
Romero-Gazquez, Jose-Luis [1 ]
Jimenez, Pilar [3 ]
Pavon-Marino, Pablo [1 ,2 ]
机构
[1] Tech Univ Cartagena, Telecommun Networks Engn Grp GIRTEL, Dept Commun & Informat Technol, Cartagena 30202, Spain
[2] E Lighthouse Network Solut, Cartagena 30203, Spain
[3] Tech Univ Cartagena, Transportat Engn Grp, Dept Civil Engn, Cartagena 30202, Spain
基金
欧盟地平线“2020”;
关键词
waste collection; path optimization; Net2Plan; software platform; smart city; smart container; open-source; OPTIMIZATION; MODEL; CITY;
D O I
10.3390/s19091973
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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 (CO2 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.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Smart Waste Collection System in the Context of Smart Cities
    Boubaris, Alexandros
    Kantounias, Fanourios
    Kyriazidis, George
    Dasteridis, Vasilios
    Rigogiannis, Nick
    Papanikolaou, Nick
    Sirakoulis, Georgios
    2022 11TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST), 2022,
  • [2] Secure waste collection approach for smart cities
    Lama R.
    Karmakar S.
    International Journal of Information Technology, 2024, 16 (4) : 2439 - 2454
  • [3] A stochastic optimization framework for planning of waste collection and value recovery operations in smart and sustainable cities
    Shah, Parth Jatinkumar
    Anagnostopoulos, Theodoros
    Zaslaysky, Arkady
    Behdad, Sara
    WASTE MANAGEMENT, 2018, 78 : 104 - 114
  • [4] On Demand Waste Collection for Smart Cities: A Case Study
    Alaliyat, Saleh A.
    Mishra, Deepti
    Schaarschmidt, Ute A.
    Hu, Zhicheng
    Haghshen, Amirashkan
    Giarre, Laura
    PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, 2022, 13566 : 336 - 348
  • [5] Planning of the optimal energy mix for smart cities
    Rajakovic, Nikola
    Bjelic, Ilija Batas
    2017 IEEE MANCHESTER POWERTECH, 2017,
  • [6] Optimization of Waste Collection in Smart Cities with the use of Evolutionary Algorithms
    Aktemur, Ilknur
    Erensoy, Kubra
    Kocyigit, Emre
    2ND INTERNATIONAL CONGRESS ON HUMAN-COMPUTER INTERACTION, OPTIMIZATION AND ROBOTIC APPLICATIONS (HORA 2020), 2020, : 424 - 431
  • [7] Optimal path planning of mobile robots for sample collection
    Cardema, JC
    Wang, PKC
    Rodriguez, G
    JOURNAL OF ROBOTIC SYSTEMS, 2004, 21 (10): : 559 - 580
  • [8] Efficient IoT-Assisted Waste Collection for Urban Smart Cities
    Khan, Sangrez
    Ali, Bakhtiar
    Alharbi, Abeer A. K.
    Alotaibi, Salihah
    Alkhathami, Mohammed
    SENSORS, 2024, 24 (10)
  • [9] Assessing dynamic models for high priority waste collection in smart cities
    Anagnostopoulos, Theodoros
    Kolomvatsos, Kostas
    Anagnostopoulos, Christos
    Zaslavsky, Arkady
    Hadjiefthymiades, Stathes
    JOURNAL OF SYSTEMS AND SOFTWARE, 2015, 110 : 178 - 192
  • [10] IoT based Waste Collection Management System for Smart Cities: An Overview
    Chaudhari, Megha S.
    Patil, Bharti
    Raut, Vaishali
    PROCEEDINGS OF THE 2019 3RD INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC 2019), 2019, : 802 - 805