Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/157894
Title: Smart collection routing problems: an optimization approach
Authors: Tan, Nicklaus Jun Wei
Keywords: Engineering::Computer science and engineering::Computer systems organization::Computer system implementation
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Issue Date: 2021
Publisher: Nanyang Technological University
Source: Tan, N. J. W. (2021). Smart collection routing problems: an optimization approach. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157894
Abstract: Given the recent years of ever-growing emphasis on the search for the next efficient, environmentally friendly, and cost-effective waste collection management system. Along with it came the emergence of the Internet of Things (IoT) which allowed the trash bin’s fill-level to be captured and transmitted to the cloud. Hence, a three-phase heuristic data routing model was developed to bring improvements over the traditional blind collection. The final evaluation indicates that: 1) the suitable approaches for different bin fill-level increment scenarios; 2) the improvements in terms of total route distance and total vehicles required; 3) the trade-offs are given a certain approach.
URI: https://hdl.handle.net/10356/157894
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)

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