Failure Analysis of the New York City Power Grid

As U.S. power grid transforms itself into Smart Grid, it has become less reliable in the past years. Power grid failures lead to huge financial cost and affect people’s life. Using a statistical analysis and holistic approach, this paper analyzes the New York City power grid failures: failure patter...

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Bibliographic Details
Main Authors: Wu, Leon, Anderson, Roger N., Boulanger, Albert G., Rudin, Cynthia, Kaiser, Gail E.
Format: Report
Language:English
Published: Department of Computer Science, Columbia University 2014
Subjects:
Online Access:https://doi.org/10.7916/D8G73CBZ
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spelling ftcolumbiauniv:oai:academiccommons.columbia.edu:10.7916/D8G73CBZ 2023-05-15T17:32:20+02:00 Failure Analysis of the New York City Power Grid Wu, Leon Anderson, Roger N. Boulanger, Albert G. Rudin, Cynthia Kaiser, Gail E. 2014 https://doi.org/10.7916/D8G73CBZ English eng Department of Computer Science, Columbia University https://doi.org/10.7916/D8G73CBZ Smart power grids Computer science Reports 2014 ftcolumbiauniv https://doi.org/10.7916/D8G73CBZ 2019-04-04T08:11:57Z As U.S. power grid transforms itself into Smart Grid, it has become less reliable in the past years. Power grid failures lead to huge financial cost and affect people’s life. Using a statistical analysis and holistic approach, this paper analyzes the New York City power grid failures: failure patterns and climatic effects. Our findings include: higher peak electrical load increases likelihood of power grid failure; increased subsequent failures among electrical feeders sharing the same substation; underground feeders fail less than overhead feeders; cables and joints installed during certain years are more likely to fail; higher weather temperature leads to more power grid failures. We further suggest preventive maintenance, intertemporal consumption, and electrical load optimization for failure prevention. We also estimated that the predictability of the power grid component failures correlates with the cycles of the North Atlantic Oscillation (NAO) Index. Report North Atlantic North Atlantic oscillation Columbia University: Academic Commons
institution Open Polar
collection Columbia University: Academic Commons
op_collection_id ftcolumbiauniv
language English
topic Smart power grids
Computer science
spellingShingle Smart power grids
Computer science
Wu, Leon
Anderson, Roger N.
Boulanger, Albert G.
Rudin, Cynthia
Kaiser, Gail E.
Failure Analysis of the New York City Power Grid
topic_facet Smart power grids
Computer science
description As U.S. power grid transforms itself into Smart Grid, it has become less reliable in the past years. Power grid failures lead to huge financial cost and affect people’s life. Using a statistical analysis and holistic approach, this paper analyzes the New York City power grid failures: failure patterns and climatic effects. Our findings include: higher peak electrical load increases likelihood of power grid failure; increased subsequent failures among electrical feeders sharing the same substation; underground feeders fail less than overhead feeders; cables and joints installed during certain years are more likely to fail; higher weather temperature leads to more power grid failures. We further suggest preventive maintenance, intertemporal consumption, and electrical load optimization for failure prevention. We also estimated that the predictability of the power grid component failures correlates with the cycles of the North Atlantic Oscillation (NAO) Index.
format Report
author Wu, Leon
Anderson, Roger N.
Boulanger, Albert G.
Rudin, Cynthia
Kaiser, Gail E.
author_facet Wu, Leon
Anderson, Roger N.
Boulanger, Albert G.
Rudin, Cynthia
Kaiser, Gail E.
author_sort Wu, Leon
title Failure Analysis of the New York City Power Grid
title_short Failure Analysis of the New York City Power Grid
title_full Failure Analysis of the New York City Power Grid
title_fullStr Failure Analysis of the New York City Power Grid
title_full_unstemmed Failure Analysis of the New York City Power Grid
title_sort failure analysis of the new york city power grid
publisher Department of Computer Science, Columbia University
publishDate 2014
url https://doi.org/10.7916/D8G73CBZ
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation https://doi.org/10.7916/D8G73CBZ
op_doi https://doi.org/10.7916/D8G73CBZ
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