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Potential for electric vehicle adoption in Australia

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thesis
posted on 29.03.2022, 02:34 by Sohaib Rafique
Transport is expected to become electrified in coming decades, bringing new challenges and opportunities for commuters and electricity distributors. This thesis presents analysis of Household Travel Survey (2014/15) and Journey to Work (2011) census datasets from the New South Wales (NSW) with the aim of : (i) investigating whether electric vehicles (EVs) could meet the daily commuting needs, and (ii) quantifying the potential impact of EVs on the electricity distribution grid as a function of location and time. It was found that 87% of commuter vehicle trips could be provided using affordable EVs and that the resulting electricity demand would increase by more than 10% in only 9 out of 35 local government areas (LGAs) in NSW, Australia. We also quantified the potential spatiotemporal electric energy available for vehicle-to-grid services. It was found that greenhouse gas emissions across NSW would reduce by 26% CO2 (eq) even if all EVs were recharged from non-renewable coal-fired power plants, due to greater efficiency of EVs. The results demonstrated the potential for wide-scale adoption of EVs in Australia. Lastly, to facilitate analysis and prediction of key variables, the travel data was modelled using regression trees (RTs) and artificial neural networks (ANNs).

History

Table of Contents

1. Introduction -- 2. Data analysis -- 3. Grid impact -- 4. Modelling vehicle movement -- 5. Conclusion & future work.

Notes

Bibliography: pages xi-xiii Empirical thesis.

Awarding Institution

Macquarie University

Degree Type

Thesis MRes

Degree

MRes, Macquarie University, Faculty of Science and Engineering, Department of Engineering

Department, Centre or School

Department of Engineering

Year of Award

2017

Principal Supervisor

Graham E. Town

Rights

Copyright Sohaib Rafique 2017. Copyright disclaimer: http://mq.edu.au/library/copyright

Language

English

Jurisdiction

Australia

Extent

1 online resource (x, 54, xi-xvii pages) illustrations (some colour)

Former Identifiers

mq:70809 http://hdl.handle.net/1959.14/1267950