GIS-based approach for optimised collection of household waste in Mostaganem city (Western Algeria)

This work proposes an optimisation of municipal solid waste collection in terms of collection cost and polluting emissions (carbon oxides, carbon dioxides, nitrogen oxides and particulate matter). This method is based on a simultaneous optimisation of the vehicles routing (distance and time travelled) and the routing system for household wastes collection based on the existing network of containers, the capacity of vehicles and the quantities generated in every collecting point. The process of vehicle routing optimisation involves a geographical information system. This optimisation has enabled a reduction of travelled distances, collection time, fuel consumption and polluting emissions. Pertinent parameters affecting the fuel consumption have been utilised, such as the state of the road, the vehicles speed in the different paths, the vehicles load and collection frequencies. Several scenarios have been proposed. The results show the importance of the construction of a waste transfer station that can reduce the cost of household waste collection and emissions of waste transfer pollutants. Among the proposed five scenarios, we have noticed that the fourth scenario (by constructing a waste transfer centre) was the most performing. So, the routes of optimised travelled distance of the new circuits have been reduced by 71.81%. The fuel consumption has been reduced by 72.05% and the total cost of the collection has been reduced by 46.8%. For the polluting emissions, the reduction has been by 60.2% for carbon oxides, by 67.9% for carbon dioxides, by 74.2% for nitrogen oxides and by 65% for particulate matter.

[1]  M F Badran,et al.  Optimization of municipal solid waste management in Port Said - Egypt. , 2006, Waste management.

[2]  Denis Borenstein,et al.  SCOLDSS: A Decision Support System for the Planning of Solid Waste Collection , 2007, Decision Support for Global Enterprises.

[3]  Alessandro Persona,et al.  Waste collection multi objective model with real time traceability data. , 2011, Waste management.

[4]  M. Talha Gonullu,et al.  Emission control with route optimization in solid waste collection process: A case study , 2008 .

[5]  Zissis Samaras,et al.  METHODOLOGY FOR CALCULATING TRANSPORT EMISSIONS AND ENERGY CONSUMPTION , 1999 .

[6]  Viriato Semiao,et al.  A case study of fuel savings through optimisation of MSW transportation routes , 2008 .

[7]  Ahmed Addou,et al.  Management of household waste in sanitary landfill of Mostaganem district (Western Algeria) , 2017 .

[8]  António Pais Antunes,et al.  Recyclable waste collection planning--a case study , 2004, Eur. J. Oper. Res..

[9]  Yiyo Kuo,et al.  Optimizing the VRP by minimizing fuel consumption , 2011 .

[10]  Nikolaos Doukas,et al.  Routing optimization heuristics algorithms for urban solid waste transportation management , 2008 .

[11]  Ola M Johansson,et al.  The effect of dynamic scheduling and routing in a solid waste management system. , 2006, Waste management.

[12]  Yiyo Kuo,et al.  Using simulated annealing to minimize fuel consumption for the time-dependent vehicle routing problem , 2010, Comput. Ind. Eng..

[13]  Christos D. Tarantilis,et al.  Combination of geographical information system and efficient routing algorithms for real life distribution operations , 2004, Eur. J. Oper. Res..

[14]  Katia Lasaridi,et al.  A GIS based model for the optimisation of municipal solid waste collection: the case study of Nikea, Athens, Greece , 2009 .

[15]  D. P. Komilis,et al.  Conceptual modeling to optimize the haul and transfer of municipal solid waste. , 2008, Waste management.

[16]  Tom Cherrett,et al.  Quantifying the transport impacts of domestic waste collection strategies. , 2008, Waste management.

[17]  Isabel Bentes,et al.  Evaluation of operational, economic, and environmental performance of mixed and selective collection of municipal solid waste: Porto case study , 2014, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[18]  Hung-Yueh Lin,et al.  An interactive optimization system for the location of supplementary recycling depots , 2010 .

[19]  Ni-Bin Chang,et al.  Strategic Planning of Recycling Drop-Off Stations and Collection Network by Multiobjective Programming , 1999, Environmental management.

[20]  Jeremy Woolley,et al.  Integration of the global positioning system and geographical information systems for traffic congestion studies , 2000 .

[21]  S K Sharma,et al.  A GIS based transportation model for solid waste disposal--a case study on Asansol municipality. , 2006, Waste management.

[22]  Dušan Gordić,et al.  ROUTE OPTIMIZATION TO INCREASE ENERGY EFFICIENCY AND REDUCE FUEL CONSUMPTION OF COMMUNAL VEHICLES , 2010 .

[23]  Viriato Semiao,et al.  Integrated waste-to-energy conversion and waste transportation within island communities. , 2009 .

[24]  Thierry Kulcar,et al.  Optimizing solid waste collection in Brussels , 1996 .

[25]  Yuchun Xu,et al.  Development of a fuel consumption optimization model for the capacitated vehicle routing problem , 2012, Comput. Oper. Res..

[26]  Viriato Semiao,et al.  Operation costs and pollutant emissions reduction by definition of new collection scheduling and optimization of MSW collection routes using GIS. The case study of Barreiro, Portugal. , 2013, Waste management.

[27]  Peter B. Keenan Spatial decision support systems for vehicle routing , 1998, Decis. Support Syst..

[28]  Thuy T T Nguyen,et al.  Fuel consumption estimation for kerbside municipal solid waste (MSW) collection activities , 2010, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[29]  Karadag Doğan,et al.  Report: Cost and financing of municipal solid waste collection services in Istanbul , 2003, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[30]  Montserrat Zamorano,et al.  A planning scenario for the application of geographical information systems in municipal waste collection: A case of Churriana de la Vega (Granada, Spain) , 2009 .

[31]  Harri Niska,et al.  Improved route planning and scheduling of waste collection and transport , 2006, Expert Syst. Appl..

[32]  Karin Brundell-Freij,et al.  Optimizing route choice for lowest fuel consumption - Potential effects of a new driver support tool , 2006 .