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    Novel Analysis Techniques for LV Network Planning using Smart Meter Data

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    CIRED 2019 - 2018.pdf (447.1Kb)
    Paper number
    2018
    Conference name
    CIRED 2019
    Conference date
    3-6 June 2019
    Conference location
    Madrid, Spain
    Peer-reviewed
    Yes
    Metadata
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    Authors
    Chakravorty, Diptargha, TNEI Services, United Kingdom
    Higgins, Charlotte , TNEI Services, United Kingdom
    Edwards, Gruffudd , TNEI Services, United Kingdom
    McFadzean, Gordon, TNEI Services Ltd, United Kingdom
    Shillitoe, Francis , WSP, United Kingdom
    Creighton, Alan , Northern Powergrid, United Kingdom
    Abstract
    The present design and modelling tools for LV networks are much more simplistic than those used for HV & EHV network planning. This paper argues that while this simplicity was appropriate while LV networks were load-centric and passive, the emerging paradigm – involving new loads such as electric vehicles and heat pumps, distributed generation and flexibility services – means that a more robust and flexible approach is required. A novel approach is proposed that addresses current challenges by combining: (1) the automated importation of network models into a load flow software package, (2) a Bayesian statistical model of demand, and (3) a method for independently modelling the response of the network to sets of demand values at crucial nodes.
    Publisher
    AIM
    Date
    2019-06-03
    Published in
    • CIRED 2019 Conference
    Permanent link to this record
    https://cired-repository.org/handle/20.500.12455/690
    http://dx.doi.org/10.34890/912
    ISSN
    2032-9644
    ISBN
    978-2-9602415-0-1

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