Energy Coordination of EV for Optimal Utilization in Smart Grid based on Uncertainty Modelling

E. Sri Lakshmi, S. P. Singh, P. Sanjeevikumar, Zbigniew Leonowicz, Jens Bo Holm-Nielsen

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1 Citationer (Scopus)

Abstract

The paper focuses on optimal operation of a smart neighbourhood with houses comprising of Photovoltaic array (PV), Electric Vehicle (EV), flexible/ non-flexible loads and Energy Storage System (ESS). EVs are also used as a power generation source apart from PV and ESS. For this, House-to-self load (H2H), House-to-Neighbour (H2N) and House-to-Grid (H2G) modes of transmission are proposed. Markov Chain model addresses uncertainties in EV availability. In this, a transition matrix is developed based on historical travel data of consumers. The minimizing energy cost is taken as the main objective. Hybrid Ant colony-Cuckoo search (ACO-CS) algorithm is proposed to optimize the charging/discharging schedule of EV to attain this objective.
OriginalsprogEngelsk
TitelProceedings - 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020
RedaktørerZhigniew Leonowicz
ForlagIEEE Signal Processing Society
Publikationsdatojun. 2020
Sider1-6
Artikelnummer9160735
ISBN (Trykt)978-1-7281-7456-3
ISBN (Elektronisk)978-1-7281-7455-6
DOI
StatusUdgivet - jun. 2020
Begivenhed2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020 - Madrid, Spanien
Varighed: 9 jun. 202012 jun. 2020

Konference

Konference2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020
Land/OmrådeSpanien
ByMadrid
Periode09/06/202012/06/2020
NavnProceedings - 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020

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