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作者机构:Katholieke Univ Leuven Res Ctr Econ & Corp Sustainabil Fac Econ & Business Brussels Campus Brussels Belgium Katholieke Univ Leuven Res Ctr Operat Management Fac Econ & Business Brussels Campus Brussels Belgium Katholieke Univ Leuven Res Ctr Ind Management Traff & Infrastruct Grp T Leuven Campus Leuven Belgium
出 版 物:《EXPERT SYSTEMS WITH APPLICATIONS》 (专家系统及其应用)
年 卷 期:2021年第183卷
页 面:115392-115392页
核心收录:
学科分类:1201[管理学-管理科学与工程(可授管理学、工学学位)] 0808[工学-电气工程] 08[工学] 0812[工学-计算机科学与技术(可授工学、理学学位)]
基 金:Brussels Capital Region -Innoviris Belgium
主 题:Waste collection Mixed integer linear programming optimization Multiple depots Intermediate facilities
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.