A Proposed IoT Based Smart Waste Bin Management System with An Optimized
Route: A Case Study of Ghana
Michael Christopher Xenya
1
, Emmanuel D’souza
2
, Koffie-Ocloo D. Woelorm
2
Robert Nii Adjei-Laryea
1
, Ekow Baah-Nyarkoh
1
1
Department of Computer Engineering, Ghana Technology University College, Accra, Ghana
2
Department of Information Systems, Ghana Technology University College, Accra, Ghana
Email: mxenya@gtuc.edu.gh
Abstract -- Waste management in Ghana has in recent times
been a subject of discourse that pervades most of its industrial
cities. The provision of waste bins at vantage points by waste
management institutions is not enough to solve the problem of
the current management system. In this paper, a proposed
method that uses multiple solutions to address the issues of
spillage and inefficient collection scheme is presented. The
system provides a monitoring platform for the waste
management institution to handle the alert records by creating
orders for the garbage collectors/drivers which can be accessed
via a mobile application system. The proposed system includes
a smart waste bin which has a microcontroller-based system
constructed and affixed to the top of the bins to detect bin level
status and communicate to drivers and management office via
SMS and application system. A work order is created once a
utilizes is full which can be received by the drivers and routing
system regarding the state of bins distributed within a specific
geographic area that can be assessed on the drivers’ phone. The
system implantation works successfully, making it possible to
monitor waste bin status in real-time but occasionally had high
latency which was primarily due to the use of GSM module for
GSM/GPRS connectivity.
Keywords: IoT, Waste management system, Smart waste bins,
Routing system, GSM/GPRS connectivity.
I. Introduction
Waste management in Ghana has been a persistent
issue which, over the decades, has received much attention.
Regardless of the provision of waste bins all over the cities,
it is a peril that these bins mostly get too full to the point of
spillage before the garbage collectors attend to the bins. This
problem, however, can be mitigated through an automated
system that would issue periodic notifications to appropriate
personnel assigned for waste management activities which
are evidenced in [1]-[6].
In this work, some schemes are provided to address the
existing inefficiencies which include the provision of smart
bins, desktop management application, which is fed with
data from the smart bins, an SMS notification system and an
optimized routing system for garbage collectors. This paper
is not to dent the effort being put in place by the government
of Ghana to address waste management issues but to propose
a new framework that can seamlessly be integrated into the
future smart city.
The rest of the paper consists of a review of related
works and the proposed method which explicitly unfolds the
design and implementation of the various subcomponents.
The next section presents the test results of the built system,
and the final section draws the conclusions and
recommendations for future related works.
II. Related Works
The issue of waste management continues to receive
attention globally and works done in this area vary from one
context to another [1]–[4].
A system framework comprising of smart bin,
gateway and control station was proposed in [1]. By
integrating graphical user interface into the proposed system,
real-time data on the status of the bins were made accessible.
This real-time access to bin status can be used by waste
management institutions to manage waste bins efficiently.
However, this work focuses on the monitoring of bin status
without providing geolocation information of the bins.
In [5], proposed smart solid waste bins for both wet
and dry garbage stationed at different locations were
implemented with monitoring and collection schedule. This
system involved four significant phases which are: the
hardware, software system in the cloud, mobile application
and routing information. All these components are adopted
in our system plus desktop management system, SMS on the
bin status and geolocation information.
IoT-based waste management systems were proposed
in [6-7]. For each case, an implemented smart bin that uses
a microcontroller with a sensor for the detection of the
garbage level and a module for internet connectivity was
presented. Both systems had no means of monitoring the
garbage collectors on duty, but this would be addressed in
our system.
The relevance of addressing waste management
problems in the smart city keeps receiving attention in recent
works[6-9]. These works have a primary goal of proposing a
framework for addressing waste management. However,
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2020 Conference on Information Communications Technology and Society (ICTAS) 978-1-7281-3770-4/20/$31.00 ©2020 IEEE 10.1109/ICTAS47918.2020.234005
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