Affine Policies for Flexibility Provision by Natural Gas Networks to Power Systems

Anubhav Ratha, Anna Schwele, Jalal Kazempour, Pierre Pinson, Shahab Shariat Torbaghan, Ana Virag

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    Abstract

    Using flexibility from the coordination of power and natural gas systems helps with the integration of variable renewable energy in power systems. To include this flexibility into the operational decision-making problem, we propose a distributionally robust chance-constrained co-optimization of power and natural gas systems considering flexibility from short-term gas storage in pipelines, i.e., linepack. Recourse actions in both systems, based on linear decision rules, allow adjustments to the dispatch and operating set-points during real-time operation when the uncertainty in wind power production is revealed. We convexify the non-linear and non-convex power and gas flow equations using DC power flow approximation and second-order cone relaxation, respectively. Our coordination approach enables a study of the mitigation of short-term uncertainty propagated from the power system to the gas side. We analyze the results of the proposed approach on a case study and evaluate the solution quality via out-of-sample simulations performed ex-ante.
    Original languageEnglish
    Article number106565
    JournalElectric Power Systems Research
    Volume189
    Number of pages9
    ISSN0378-7796
    DOIs
    Publication statusPublished - 2020
    EventXXI Power Systems Computation Conference - ONLINE EVENT, Porto, Portugal
    Duration: 29 Jun 20203 Jul 2020
    Conference number: 21
    https://pscc2020.pt/

    Conference

    ConferenceXXI Power Systems Computation Conference
    Number21
    LocationONLINE EVENT
    Country/TerritoryPortugal
    CityPorto
    Period29/06/202003/07/2020
    Internet address

    Keywords

    • Data-driven linear decision rules
    • Distributionally robust chance constraints
    • Linepack flexibility
    • Power and natural gas coordination
    • Second-order cone program

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