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dc.contributor.authorRahimpour, Zahra
dc.date.accessioned2023-09-22T05:51:55Z
dc.date.available2023-09-22T05:51:55Z
dc.date.issued2022en
dc.identifier.urihttps://hdl.handle.net/2123/31700
dc.description.abstractThe massive uptake of distributed energy resources (DERs) and advancement in infrastructure technologies have attracted more attention on demand response. Using photovoltaic (PV) systems and battery storage systems enable end-users to actively manage their energy consumption by shifting or reducing flexible loads. One of the flexible loads that contribute primarily to buildings’ energy usage and overall energy consumption worldwide is space heating and cooling. In recent years, the thermal inertia of a building has been demonstrated as a potential alternative to battery energy storage. In some countries such as Australia, the predominant type of building has low thermal inertia. Therefore, using thermal inertia as an alternative to battery storage systems becomes infeasible for these lightweight buildings. However, the integration of phase change materials (PCMs) into the building’s envelope improves the building’s thermal inertia significantly. The present dissertation expands frontiers of PCM application in residential buildings, offering advances on PCM integration into home energy management systems (HEMS) that can be installed in smart meters with low computational power. Moreover, through many case studies in Australia, it investigates the viability of PCM to use as an alternative to the battery storage system to reduce electricity cost and increase self-consumption of PV systems.en
dc.language.isoenen
dc.rightsCopyright All Rights Reserveden
dc.subjectBuilding thermal inertiaen
dc.subjectPhase change materialsen
dc.subjectFlexible energy resourceen
dc.subjectHome energy managementen
dc.subjectApproximate dynamic programmingen
dc.subjectReinforcement learningen
dc.titleUsing Thermal Inertia of Buildings with Phase Change Materials as a Flexible Energy Resourceen
dc.typeThesis
dc.type.thesisDoctor of Philosophyen
dc.rights.otherThe author retains copyright of this thesis. It may only be used for the purposes of research and study. It must not be used for any other purposes and may not be transmitted or shared with others without prior permission.en
usyd.facultySeS faculties schools::Faculty of Engineering::School of Electrical and Information Engineeringen
usyd.degreeDoctor of Philosophy Ph.D.en
usyd.awardinginstThe University of Sydneyen
usyd.advisorVerbic, Gregoren


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