Smart City Gnosys
Smart city article details
| Title | Designing An Effective Two-Stage, Sustainable, And Iot Based Waste Management System |
|---|---|
| ID_Doc | 19063 |
| Authors | Salehi-Amiri A.; Akbapour N.; Hajiaghaei-Keshteli M.; Gajpal Y.; Jabbarzadeh A. |
| Year | 2022 |
| Published | Renewable and Sustainable Energy Reviews, 157 |
| DOI | http://dx.doi.org/10.1016/j.rser.2021.112031 |
| Abstract | In the history of sustainable development, particular attention has been paid to waste management systems (WMS), especially in smart cities. Putting real-world assumptions into practice with real-time waste bins' fill levels has not been considered in previous literature and can be investigated by utilizing the Internet of Things (IoT) concept. In this paper, two sub-models are developed using the vehicle routing problem concept. The first sub-model uses modern traceability IoT-based devices to obtain data in real-time, making it possible to identify the threshold waste level (TWL) parameter. The importance of the first sub-model is not only to determine an effective and innovative collection route for achieving sustainable being social and environmental impacts on WMS, but also to consider the priority of visiting bins based on their significance. Both waste separation and transferring them into the recovery value center are considered in the second model, both to maximize the recovery value and minimize visual pollution. The recent and capable meta-heuristic algorithms are utilized and probed to test the proposed problem's accuracy and find the best algorithm for this problem. Finally, in the sensitivity analysis section, different parameters of the problem were investigated. Besides, by defining and analyzing two indices, the best efficiency in using the transport fleet, the optimal amount of traveled distance, and the amount of collected waste can be achieved by setting the TWL between 70 and 75%. © 2021 Elsevier Ltd |
| Author Keywords | Internet of things; Smart cities; Stochastic programming; Sustainability; Vehicle routing problem; Waste management system |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
28962  | 0.945 | Rahmanifar G.; Mohammadi M.; Sherafat A.; Hajiaghaei-Keshteli M.; Fusco G.; Colombaroni C. | Heuristic Approaches To Address Vehicle Routing Problem In The Iot-Based Waste Management System | Expert Systems with Applications, 220 (2023) |
| 34099 | 0.924 | Alaoui M.L.T.; Belhiah M.; Ziti S. | Iot-Enabled Waste Management In Smart Cities: A Systematic Literature Review | International Journal of Advanced Computer Science and Applications, 16, 4 (2025) |
| 40566 | 0.923 | Belhiah M.; El Aboudi M.; Ziti S. | Optimising Unplanned Waste Collection: An Iot-Enabled System For Smart Cities, A Case Study In Tangier, Morocco | IET Smart Cities, 6, 1 (2024) |
| 8884 | 0.915 | Billah M.M.; Sultana A.; Rahaman M.M. | An Optimized Iot-Based Real-Time Categorized Smart Waste Management System | 2025 International Conference on Electrical, Computer and Communication Engineering, ECCE 2025 (2025) |
| 30507 | 0.912 | Kasat K.; Shaikh N.; Rayabharapu V.K.; Nayak M.; Sayyad Liyakat K.K. | Implementation And Recognition Of Waste Management System With Mobility Solution In Smart Cities Using Internet Of Things | Proceedings of the 2023 2nd International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2023 (2023) |
| 61448 | 0.912 | Addas A.; Khan M.N.; Naseer F. | Waste Management 2.0 Leveraging Internet Of Things For An Efficient And Eco-Friendly Smart City Solution | PLoS ONE, 19, 7 July (2024) |
| 14517 | 0.91 | Kim J.; Manna A.; Roy A.; Moon I. | Clustered Vehicle Routing Problem For Waste Collection With Smart Operational Management Approaches | International Transactions in Operational Research, 32, 2 (2025) |
| 50504 | 0.909 | Hussain D.I.; Elomri D.A.; Kerbache D.L.; Omri D.A.E. | Smart City Solutions: Comparative Analysis Of Waste Management Models In Iot-Enabled Environments Using Multiagent Simulation | Sustainable Cities and Society, 103 (2024) |
| 33055 | 0.909 | Ali B.; Javed M.A.; Alharbi A.A.K.; Alotaibi S.; Alkhathami M. | Internet Of Things-Assisted Vehicle Route Optimization For Municipal Solid Waste Collection | Applied Sciences (Switzerland), 14, 1 (2024) |
| 5384 | 0.907 | Henaien A.; Ben Elhadj H.; Chaari Fourati L. | A Sustainable Smart Iot-Based Solid Waste Management System | Future Generation Computer Systems, 157 (2024) |