Capacity usage determination of a Capacitor-less D-STATCOM considering Power System Uncertainties

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dc.contributor.authorPeerzada, Aaqib
dc.contributor.authorBegovic, Miroslav M.
dc.contributor.authorRohouma, Wesam
dc.contributor.authorBalog, Robert
dc.date.accessioned2022-12-27T19:04:40Z
dc.date.available2022-12-27T19:04:40Z
dc.date.issued2023-01-03
dc.description.abstractThe increasing adoption of distributed energy resources (DERs), particularly solar generation and the use of unconventional loads such as plug-in electric vehicles (PHEVs), has a profound impact on the planning and operation of electric distribution systems. In particular, PHEV charging introduces stochastic peaks in energy consumption, while solar generation is fraught with variability during intermittent clouds. The stochastic nature of such DERs renders the operation of mechanical assets such as on-load tap changers and switched capacitor banks ineffective. A possible solution to mitigate the undesirable effects of DERs is using solid-state-based devices such as a distribution static synchronous compensator (D-STATCOM). This paper examines the capacity usage of a capacitor-less D-STATCOM in distribution systems while considering the uncertainties associated with using the aforementioned DERs. We propose a Monte Carlo simulation to study the capacity usage problem with DER inputs sampled from the proposed underlying distributions.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2023.319
dc.identifier.isbn978-0-9981331-6-4
dc.identifier.urihttps://hdl.handle.net/10125/102950
dc.language.isoeng
dc.relation.ispartofProceedings of the 56th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectDistributed, Renewable, and Mobile Resources
dc.subjectexpectation-maximization
dc.subjectnonhomogeneous poisson process
dc.subjecttime series analysis
dc.subjectuncertainty quantification
dc.subjectunsupervised learning
dc.titleCapacity usage determination of a Capacitor-less D-STATCOM considering Power System Uncertainties
dc.type.dcmitext
prism.startingpage2580

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