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Browsing by Author "Sadeghianpourhamami, Nasrin"

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    Achieving scalable model-free demand response in charging an electric vehicle fleet with reinforcement learning

    Sadeghianpourhamami, Nasrin
    ;
    Deleu, Johannes  
    ;
    Develder, Chris  
    Proceedings paper
    2018-06, 9th ACM International Conference on Future Energy Systems - e-Energy2018, 12/06/2018, p.1-3
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    Bayesian cylindrical data modeling using Abe-Ley mixtures

    Sadeghianpourhamami, Nasrin
    ;
    Benoit, D.
    ;
    Deschrijver, Dirk  
    ;
    Develder, Chris  
    Journal article
    2019-04, Applied Mathematical Modelling, 68, p.629-642
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    Comprehensive feature selection for appliance classification in NILM

    Sadeghianpourhamami, Nasrin
    ;
    Ruyssinck, Joeri  
    ;
    Deschrijver, Dirk  
    ;
    Dhaene, Tom  
    Journal article
    2017-09, Energy and Buildings, 151, p.98-106
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    Data-Driven Statistical Modeling and Reinforcement Learning Based Control of Flexibility in Domestic and Electric Vehicle Power Consumption

    Sadeghianpourhamami, Nasrin
    PHD thesis
    2018-12
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    Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

    Sadeghianpourhamami, Nasrin
    ;
    Deleu, Johannes  
    ;
    Develder, Chris  
    Journal article
    2020-01, IEEE Transactions on Smart Grid, (11) 1, p.203-214
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    Modeling real-world flexibility of residential power consumption: Exploring the cylindrical WeiSSVM distribution

    Sadeghianpourhamami, Nasrin
    ;
    Benoit, D.F.
    ;
    Deschrijver, Dirk  
    ;
    Develder, Chris  
    Proceedings paper
    2018-06, e-Energy2018. Proceedings of the 9th ACM International Conference on Future Energy Systems, 12/06/2018, p.408-410
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    Quantitive analysis of electric vehicle flexibility: A data-driven approach

    Sadeghianpourhamami, Nasrin
    ;
    Refa, B.
    ;
    Strobbe, Matthias  
    ;
    Develder, Chris  
    Journal article
    2018-02, International Journal of Electrical Power and Energy Systems, 95, p.451-462

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