Markov Chain Modelling-Based Approach to Reserve Electric Vehicles in Parking Lots for Distribution System Energy Management
Conference paper
Yazdani, M, Estebsari, A, Estebsari, M and Rajabi, R (2019). Markov Chain Modelling-Based Approach to Reserve Electric Vehicles in Parking Lots for Distribution System Energy Management. IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). Genova 11 - 14 Jun 2019 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/EEEIC.2019.8783749
Authors | Yazdani, M, Estebsari, A, Estebsari, M and Rajabi, R |
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Type | Conference paper |
Abstract | Integration of renewable energy resources in distribution networks with intermittent behaviour increases the challenge of power balance in transmission systems. To mitigate the undesired impacts, transmission operator involves distribution operators to get local contribution from their flexible resources. In this paper, we address the flexibility offered by some electric car sharing agents which can serve some reserve capacity to distribution system. A Markov Chain modelling based approach is proposed to support system operator to properly estimate the number of electric vehicles required to be booked in advance as reserve. Underestimation would result in imperfect demand correction, and overestimation would imply extra costs. Using a realistic case under a near future scenario of high PV integration and EV accommodation, we demonstrate the contribution of our approach to this problem of planning or scheduling. Obtained results quantifies the performance of the proposed method in terms of average energy difference based on number of EVs. The results can be used as a basis to decide the appropriate number of EV reservations. |
Keywords | Distribution systems; Electric vehicle; Markov Chain; Photovoltaic generation; Vehicle-to-grid |
Year | 2019 |
Journal | Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Digital Object Identifier (DOI) | https://doi.org/10.1109/EEEIC.2019.8783749 |
Accepted author manuscript | License File Access Level Open |
Publication dates | |
29 Jun 2019 | |
Publication process dates | |
Accepted | 04 Mar 2019 |
Deposited | 14 May 2020 |
ISBN | 9781728106526 |
https://openresearch.lsbu.ac.uk/item/89w2v
Download files
Accepted author manuscript
Markov Chain Modelling-Based Approach to Reserve Electric Vehicles in Parking Lots for Distribution System Energy Management.pdf | ||
License: CC BY 4.0 | ||
File access level: Open |
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