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    Power Big Data: New Assets of Electric Power Utilities

    Source: Journal of Energy Engineering:;2019:;Volume (0145):;issue:003
    Author:
    Pei Zhang;Yan Xu;Fengji Luo;Zhao Yang Dong
    DOI: doi:10.1061/(ASCE)EY.1943-7897.0000604
    Publisher: American Society of Civil Engineers
    Abstract: Big data has emerged as an attractive concept in various industry domains. For power engineering, enormous amounts of data from different devices, different geographical locations of the power grid, and different time scales are collected, which creates the research opportunity for power big data. This paper conducted a comprehensive up-to-date literature review and a preliminary discussion of this emerging research topic. The definition, structure, and characteristics of the power big data were introduced. The technical architecture for power big data analysis was elaborated. Typical state-of-the-art applications of power big data were reviewed and discussed. This paper provided a comprehensive review of this promising topic, and a deep insight to help utility companies transform data into information, information into knowledge, and knowledge into wisdom.
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      Power Big Data: New Assets of Electric Power Utilities

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    contributor authorPei Zhang;Yan Xu;Fengji Luo;Zhao Yang Dong
    date accessioned2019-06-08T07:23:57Z
    date available2019-06-08T07:23:57Z
    date issued2019
    identifier other%28ASCE%29EY.1943-7897.0000604.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4256995
    description abstractBig data has emerged as an attractive concept in various industry domains. For power engineering, enormous amounts of data from different devices, different geographical locations of the power grid, and different time scales are collected, which creates the research opportunity for power big data. This paper conducted a comprehensive up-to-date literature review and a preliminary discussion of this emerging research topic. The definition, structure, and characteristics of the power big data were introduced. The technical architecture for power big data analysis was elaborated. Typical state-of-the-art applications of power big data were reviewed and discussed. This paper provided a comprehensive review of this promising topic, and a deep insight to help utility companies transform data into information, information into knowledge, and knowledge into wisdom.
    publisherAmerican Society of Civil Engineers
    titlePower Big Data: New Assets of Electric Power Utilities
    typeJournal Article
    journal volume145
    journal issue3
    journal titleJournal of Energy Engineering
    identifier doidoi:10.1061/(ASCE)EY.1943-7897.0000604
    page04019009
    treeJournal of Energy Engineering:;2019:;Volume (0145):;issue:003
    contenttypeFulltext
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