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Title: Building occupancy estimation using Markov chain
Authors: Boey, Timothy Shao Xuan
Keywords: Engineering::Electrical and electronic engineering::Electronic systems
Issue Date: 2021
Publisher: Nanyang Technological University
Source: Boey, T. S. X. (2021). Building occupancy estimation using Markov chain. Final Year Project (FYP), Nanyang Technological University, Singapore.
Abstract: Building Occupancy estimation has been one of the major challenges for energy conservation due to its large amount of energy consumption. Reports show that households account for 14.9% of energy consumption in Singapore for the year 2019. [1] This project aims to estimate the occupancy level for a 4-man HDB household using a inhomogeneous Markov Chain for the MOSZ and MOMZ cases. In this project, the state of the Markov Model depends on the change in occupancy instead of the usual current occupancy count. The change in occupancy is calculated by calculating the net change in occupancy for the hour.
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)

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