Robust waste collection exploiting cost efficiency of IoT potentiality in Smart Cities
- 1 April 2015
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
Abstract
Smart Cities constitute the future of civil habitation. Internet of Things (IoT) enable innovative services exploiting sensor data from sensors embedded in the city. Waste collection is treated as a potential IoT service which exploits robustness and cost efficiency of a heterogeneous fleet. In this paper we propose a dynamic routing algorithm which is robust and copes when a truck is overloaded or damaged and need replacement. We also incorporate a system model which assumes two kinds of trucks for waste collection, the Low Capacity Trucks (LCTs) and the High Capacity Trucks (HCTs). By incorporating HCTs we achieve reduction of the waste collection operational costs because route trips to the dumps are reduced due to high waste storage capacity of these trucks. Finally, the proposed models are evaluated on synthetic and real data from the city municipality of St. Petersburg, Russia. The models demonstrate consistency and correctness.Keywords
This publication has 20 references indexed in Scilit:
- An Information Framework for Creating a Smart City Through Internet of ThingsIEEE Internet of Things Journal, 2014
- The rollon–rolloff waste collection vehicle routing problem with time windowsEuropean Journal of Operational Research, 2013
- A Memetic Algorithm for Waste Collection Vehicle Routing Problem with Time Windows and ConflictsLecture Notes in Computer Science, 2013
- Capacitated location of collection sites in an urban waste management systemWaste Management, 2012
- The Waste Collection Vehicle Routing Problem with Time Windows in a City Logistics ContextProcedia - Social and Behavioral Sciences, 2012
- A heuristic solution method for node routing based solid waste collection problemsJournal of Heuristics, 2011
- Adding sense to the Internet of ThingsPersonal and Ubiquitous Computing, 2011
- Truck scheduling for solid waste collection in the City of Porto Alegre, BrazilOmega, 2008
- The effect of dynamic scheduling and routing in a solid waste management systemWaste Management, 2006
- Improved route planning and scheduling of waste collection and transportExpert Systems with Applications, 2006