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    Multi-dimensional energy consumption scheduling for an event-based demand response.

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    CIRED 2019 - 2251.pdf (521.8Kb)
    Paper number
    2251
    Conference name
    CIRED 2019
    Conference date
    3-6 June 2019
    Conference location
    Madrid, Spain
    Peer-reviewed
    Yes
    Metadata
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    Authors
    Rana, Rohit, university of ottawa, Canada
    Fattahi, Javad , university of ottawa, Canada
    Schriemer, Henry , university of ottawa, Canada
    Abstract
    Demand Side Management plays an important role in the emerging smart grid by reducing peak load and adapting demand side resources to fluctuating generation. We here demonstrate an approach to optimally scheduling the energy consumption of individual dwellings so as to maximize individual net reward subject to utility-imposed constraints and user preference constraints. We categorize load resources in terms of their flexibility in energy consumption and operating time. Particle swarm optimization is used to solve the optimization problem. Optimization is performed for different types of dwellings and Load. With respect to the unscheduled peak, reductions range from about 1%, for maximum comfort, to about 24%, for minimum comfort. Under CPP DR requests, with respect to TOU pricing, there is effectively no change in the peak under the minimum comfort scenario. As comfort increases, the DR request is able to depress the peak by up to 10% under the maximum comfort scenario. Thus, even under the modest TOU pricing, it is comfort, not CPP, that constrains the DR response
    Publisher
    AIM
    Date
    2019-06-03
    Published in
    • CIRED 2019 Conference
    Permanent link to this record
    https://cired-repository.org/handle/20.500.12455/772
    http://dx.doi.org/10.34890/991
    ISSN
    2032-9644
    ISBN
    978-2-9602415-0-1

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