Smart and Green Urban Solid Waste Collection Systems: Advances, Challenges, and Perspectives

被引:46
作者
Lu, Jia-Wei [1 ,2 ]
Chang, Ni-Bin [3 ]
Liao, Li [1 ]
Liao, Meng-Ying [4 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Environm Sci & Engn, Wuhan 430074, Hubei, Peoples R China
[2] Minist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Peoples R China
[3] Univ Cent Florida, Dept Civil Environm & Construct Engn, Orlando, FL 32816 USA
[4] George Washington Univ, Sch Engn & Appl Sci, Washington, DC 20052 USA
来源
IEEE SYSTEMS JOURNAL | 2017年 / 11卷 / 04期
关键词
Multicompartment; multiconstrained; roll-on roll-off scheduling; systems analysis; waste collection; waste separation; VEHICLE-ROUTING PROBLEM; MULTIPLE DISPOSAL FACILITIES; FUEL CONSUMPTION; TIME WINDOWS; INFORMATION-SYSTEM; OPTIMIZATION; MANAGEMENT; MODEL; GIS; TRANSPORTATION;
D O I
10.1109/JSYST.2015.2469544
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper provides a thorough literature review of current state-of-the-art systems analysis techniques for urban solid waste collection and identifies four intrinsic deficiencies of the existing studies over different types of cities. As a demonstration, a multiconstrained and multicompartment routing problem is modeled with roll-on roll-off scheduling strategies in a two-stage decision-making process to exhibit the highest complexity of its kind in practical implementation. The constraints of time windows, intermediate facilities, multishifts, and split deliveries make an ideal combination of all essential complexities in modeling practices. To overcome the relevant challenges, a unified heuristic algorithm is proposed for addressing node routing and roll-on roll-off routing problems. The proposed heuristic algorithm that concatenates initialization and improvement phases solves the models with numerical efficiency to search for the most cost-effective and environmentally benign solutions. Results indicate that differentiated collection increases opportunities to pursue the best routing strategies with sustainable implications through sensitivity analysis at the expense of higher collection costs. The analysis concludes with the perspectives of a smart and green waste collection system designed to create a more sustainable waste management systems in the future.
引用
收藏
页码:2804 / 2817
页数:14
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