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Smart city article details

Title	Waste Management With The Use Of Heuristic Algorithms And Internet Of Things Technology
ID_Doc	61458
Authors	Burduk A.; Łapczyńska D.; Kochańska J.; Musiał K.; Więcek D.; Kuric I.
Year	2022
Published	Sensors, 22, 22
DOI	http://dx.doi.org/10.3390/s22228786
Abstract	Studies have been performed to improve the process of waste management. They were fulfilled by changing the base of waste logistics management using a combination of intelligent algorithms and the IMPACT IoT platform instead of a human factor. The research was carried out on the example of real data with respect to waste management in a given area. The proposed solution includes a program that simulates the filling of specific waste containers located in various areas. The determined aspects are inconveniences on the routes, affecting the time of moving between the receiving points and the distances between the containers. The variability of the speed and intensity of the containers filling up over time is an additional factor taken into account. The proposed methods yielded the performance of the control of the containers’ filling status in real time, which apparently results in the possibility of a reaction to the current demand just in time. The proposed solution enables the improvement of the waste logistics management process, including avoiding the too-frequent emptying of containers or overfilling them. The combination of the device prototype, the simulation program, and the developed algorithms opens the possibility for further research in the smart city and optimization areas. © 2022 by the authors.
Author Keywords	genetic algorithm; heuristic methods; IMPACT IoT platform; logistics management optimization; Tabu search; waste management

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