Modelling and Optimisation of Resource Usage in an IoT Enabled Smart Campus
release_3bx5bfg4nfg7xgkyrcey7w3k3a
by
Thanchanok Sutjarittham
2021
Abstract
University campuses are essentially a microcosm of a city. They comprise
diverse facilities such as residences, sport centres, lecture theatres, parking
spaces, and public transport stops. Universities are under constant pressure to
improve efficiencies while offering a better experience to various stakeholders
including students, staff, and visitors. Nonetheless, anecdotal evidence
indicates that campus assets are not being utilised efficiently, often due to
the lack of data collection and analysis, thereby limiting the ability to make
informed decisions on the allocation and management of resources. Advances in
the Internet of Things (IoT) technologies that can sense and communicate data
from the physical world, coupled with data analytics and Artificial
intelligence (AI) that can predict usage patterns, have opened up new
opportunities for organisations to lower cost and improve user experience. This
thesis explores this opportunity via theory and experimentation using UNSW
Sydney as a living laboratory.
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