Quantifying the Earthquake Risk to the Electric Power Transmission System in Los Angeles at the Census Tract Level

dc.contributor.author Cheng, Boyu
dc.contributor.author Nozick, Linda
dc.contributor.author Dobson, Ian
dc.contributor.author Davidson, Rachel
dc.contributor.author Obiang, Denis
dc.contributor.author Dias, Jose
dc.contributor.author Granados, Michael
dc.contributor.department Department of Electrical and Computer Engineering
dc.date.accessioned 2024-10-15T14:10:15Z
dc.date.available 2024-10-15T14:10:15Z
dc.date.issued 2024-06-03
dc.description.abstract This paper develops a probabilistic earthquake risk assessment for the electric power transmission system in the City of Los Angeles. Via a dc load flow analysis of a suite of damage scenarios that reflect the seismic risk in Los Angeles, we develop a probabilistic representation for load shed during the restoration process. This suite of damage scenarios and their associated annual probabilities of occurrence are developed from 351 risk-adjusted earthquake scenarios using ground motion that collectively represent the seismic risk in Los Angeles at the census tract level. For each of these 351 earthquake scenarios, 12 damage scenarios are developed that form a probabilistic representation of the consequences of the earthquake scenario on the components of the transmission system. This analysis reveals that substation damage is the key driver of load shed. Damage to generators has a substantial but still secondary impact, and damage to transmission lines has significantly less impact. We identify the census tracts that are substantially more vulnerable to power transmission outages during the restoration process. Further, we explore the impact of forecasted increases in penetration of residential storage paired with rooftop solar. The deployment of storage paired with rooftop solar is represented at the census tract level and is assumed to be able to generate and store power for residential demand during the restoration process. The deployment of storage paired with rooftop solar reduces the load shed during the restoration process, but the distribution of this benefit is correlated with household income and whether the dwelling is owned or rented.
dc.description.comments This article is published as Cheng, Boyu, Linda Nozick, Ian Dobson, Rachel Davidson, Denis Obiang, José Dias, and Michael Granados. "Quantifying the earthquake risk to the electric power transmission system in Los Angeles at the census tract level (May 2024)." IEEE Access (2024). doi: https://doi.org/10.1109/ACCESS.2024.3408797.
dc.identifier.uri https://dr.lib.iastate.edu/handle/20.500.12876/7rKo64kr
dc.language.iso en
dc.publisher Institute of Electrical and Electronics Engineers (IEEE)
dc.rights Copyright 2024 The Authors. This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
dc.source.uri https://doi.org/10.1109/ACCESS.2024.3408797 *
dc.subject.disciplines DegreeDisciplines::Physical Sciences and Mathematics::Earth Sciences::Tectonics and Structure
dc.subject.disciplines DegreeDisciplines::Physical Sciences and Mathematics::Environmental Sciences::Environmental Indicators and Impact Assessment
dc.subject.disciplines DegreeDisciplines::Engineering::Electrical and Computer Engineering
dc.subject.keywords Power transmission systems
dc.subject.keywords Resilience
dc.subject.keywords Reliability
dc.subject.keywords Earthquake
dc.subject.keywords Equity
dc.subject.keywords Solar power
dc.title Quantifying the Earthquake Risk to the Electric Power Transmission System in Los Angeles at the Census Tract Level
dc.type article
dspace.entity.type Publication
relation.isAuthorOfPublication 16d1fad5-357e-4319-bb30-817987d0d818
relation.isOrgUnitOfPublication a75a044c-d11e-44cd-af4f-dab1d83339ff
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