An exact routing optimization model for bio-waste collection in the Brussels Capital Region

被引:14
作者
Lavigne, Carolien [1 ,3 ]
Belien, Jeroen [2 ]
Dewil, Reginald [3 ]
机构
[1] Katholieke Univ Leuven, Res Ctr Econ & Corp Sustainabil, Fac Econ & Business, Brussels Campus, Brussels, Belgium
[2] Katholieke Univ Leuven, Res Ctr Operat Management, Fac Econ & Business, Brussels Campus, Brussels, Belgium
[3] Katholieke Univ Leuven, Res Ctr Ind Management Traff & Infrastruct, Grp T Leuven Campus, Leuven, Belgium
关键词
Waste collection; Mixed integer linear programming; optimization; Multiple depots; Intermediate facilities; URBAN AREAS; MANAGEMENT;
D O I
10.1016/j.eswa.2021.115392
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a routing optimization model for a wide range of waste collection problems which allows for multiple depots with homogeneous, capacitated vehicles, intermediate stops at multiple processing facilities, and multiple pick-ups per waste collection location. By minimizing collection routing and vehicle investment costs, the model estimates the total transportation costs for a given network design and waste volumes to be collected at different demand points. The number of feasible routes is severely reduced by restricting the number of subsequent pick-up location visits. The model's use is illustrated through assessing four future, realistic bio-waste collection scenarios of the Brussels Capital Region (BCR). The scenarios differ with respect to assumptions on future collection rates, joint versus separate collection of food and green waste, and number and locations of processing facilities. The results show that the highest cost reduction can be achieved through joint collection of food and green waste combined with three composting locations. Moreover, we found that introducing multiple processing facilities significantly increases the complexity of the waste collection problem.
引用
收藏
页数:13
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