智能废物处置系统:鼓励妥善处置废物

Danuri Alwis, Pawani Munasinghe, Shehara Rajapaksha, Bhanuka Ranawaka, J. Krishara, W.N.I. Tissera
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引用次数: 0

摘要

垃圾处理是世界上最重要的产业之一。如果维护不当,它将导致环境的破坏。不当的废物处理正在成为斯里兰卡的一个关键问题,而缺乏废物分类、废物收集方法不充分、公众缺乏对废物管理的支持都是问题的根源。作为解决方案,我们提出了一个基于物联网的固体废物管理系统,该系统允许垃圾箱监控,垃圾收集车路线,预测模型和积分奖励系统。作为这项研究的最终结果,建立了以下原型;一个智能垃圾桶的原型模型,具有自动开启和关闭的功能,并检测垃圾桶的废物水平;一个为垃圾收集者设计的原型移动应用程序,提供卡车位置的分析数据,并确保及时性;一个为公众设计的原型移动应用程序,接收丢弃的固体废物的重量和类型作为输入,并计算奖励积分,以鼓励公众正确处置废物;一个原型web应用程序,提供详细报告的统计数据和一个预测模型,该模型使用机器学习预测下个月要收集的废物量。这是一种基于物联网的低成本解决方案,利用现有资源处理每天收集的大量垃圾。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Smart Waste Disposal System: To Encourage Proper Waste Disposal
Waste disposal is one of the most important industries in the world. If not maintained properly it would lead to the destruction of the environment. Improper waste disposal is becoming a critical issue in Sri Lanka and the lack of waste segregation, inadequate waste collection methods, the lack of support for waste management from the public are among the root causes of the problem. As a solution we propose an IoT-based solid waste management system that allows garbage bin monitoring, routing of garbage collector trucks, a prediction model and a point rewarding system. As the end result of this research the following prototypes was built; a prototype model of a smart bin with the capabilities of opening and closing by itself and detecting the waste level of the bin, a prototype mobile application for garbage collectors which delivers analysed data on truck position and ensures timeliness, a prototype mobile application for the public which receives the weight and type of solid waste discarded as an input and calculate reward points to encourage the public in proper waste disposal, a prototype web application which delivers statistical data for detailed reports and a prediction model which predicts the amount of waste to be collected in the coming month using machine learning. This is a low-cost IoT-based solution that uses existing resources to handle the massive amounts of garbage collected each day.
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