Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties

David A. Sanchez; Santiago P. Torres; Jose E. Chillogalli; Harold R. Chamorro; Luis G. Gonzalez; Vijay K. Sood; Ruben R. Romero

doi:10.1109/ISGT-Europe54678.2022.9960637

Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties

David A. Sanchez
, Santiago P. Torres
, Jose E. Chillogalli
, Harold R. Chamorro
, Luis G. Gonzalez
, Vijay K. Sood
, Ruben R. Romero

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

With the growing concern for energy conservation and environmental protection around the world, the use of Electric Vehicles (EVs) is being encouraged. In this way, the optimum allocation of EVs' parked in a distribution network is a challenging issue. In this paper, the optimal energy exchange between EVs and the distribution network is analyzed in two types of parking lots, which will be controlled by a charging provider or aggregator, and where the randomness related to vehicles and vehicle-to-grid (V2G) capability at the charging stations will be considered. In this way the stochastic behavior of an EV during the day was formulated as a mixed integer linear programming (MILP) problem, and Monte Carlo simulations were used to estimate the optimal loading and unloading patterns of EVs inside the parking lots based on the time-of-use (ToU) tariffs.

Original language	English
Title of host publication	Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022
Publisher	IEEE Computer Society
ISBN (Electronic)	9781665480321
DOIs	https://doi.org/10.1109/ISGT-Europe54678.2022.9960637
State	Published - 2022
Event	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022 - Novi Sad, Serbia Duration: 10 Oct 2022 → 12 Oct 2022

Publication series

Name	IEEE PES Innovative Smart Grid Technologies Conference Europe
Volume	2022-October

Conference

Conference	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022
Country/Territory	Serbia
City	Novi Sad
Period	10/10/22 → 12/10/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Electric Vehicles
Monte Carlo simulation
optimization energy Exchange
time-of-use tariffs

Access to Document

10.1109/ISGT-Europe54678.2022.9960637

Cite this

Sanchez, D. A., Torres, S. P., Chillogalli, J. E., Chamorro, H. R., Gonzalez, L. G., Sood, V. K., & Romero, R. R. (2022). Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties. In Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022 (IEEE PES Innovative Smart Grid Technologies Conference Europe; Vol. 2022-October). IEEE Computer Society. https://doi.org/10.1109/ISGT-Europe54678.2022.9960637

@inproceedings{d6bf390e6b7c4632ae050cf5156aeaf8,

title = "Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties",

abstract = "With the growing concern for energy conservation and environmental protection around the world, the use of Electric Vehicles (EVs) is being encouraged. In this way, the optimum allocation of EVs' parked in a distribution network is a challenging issue. In this paper, the optimal energy exchange between EVs and the distribution network is analyzed in two types of parking lots, which will be controlled by a charging provider or aggregator, and where the randomness related to vehicles and vehicle-to-grid (V2G) capability at the charging stations will be considered. In this way the stochastic behavior of an EV during the day was formulated as a mixed integer linear programming (MILP) problem, and Monte Carlo simulations were used to estimate the optimal loading and unloading patterns of EVs inside the parking lots based on the time-of-use (ToU) tariffs.",

keywords = "Electric Vehicles, Monte Carlo simulation, optimization energy Exchange, time-of-use tariffs",

author = "Sanchez, \{David A.\} and Torres, \{Santiago P.\} and Chillogalli, \{Jose E.\} and Chamorro, \{Harold R.\} and Gonzalez, \{Luis G.\} and Sood, \{Vijay K.\} and Romero, \{Ruben R.\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022 ; Conference date: 10-10-2022 Through 12-10-2022",

year = "2022",

doi = "10.1109/ISGT-Europe54678.2022.9960637",

language = "Ingl{\'e}s",

series = "IEEE PES Innovative Smart Grid Technologies Conference Europe",

publisher = "IEEE Computer Society",

booktitle = "Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022",

}

Sanchez, DA, Torres, SP, Chillogalli, JE, Chamorro, HR, Gonzalez, LG, Sood, VK & Romero, RR 2022, Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties. in Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022. IEEE PES Innovative Smart Grid Technologies Conference Europe, vol. 2022-October, IEEE Computer Society, 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022, Novi Sad, Serbia, 10/10/22. https://doi.org/10.1109/ISGT-Europe54678.2022.9960637

Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties. / Sanchez, David A.; Torres, Santiago P.; Chillogalli, Jose E. et al.
Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022. IEEE Computer Society, 2022. (IEEE PES Innovative Smart Grid Technologies Conference Europe; Vol. 2022-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties

AU - Sanchez, David A.

AU - Torres, Santiago P.

AU - Chillogalli, Jose E.

AU - Chamorro, Harold R.

AU - Gonzalez, Luis G.

AU - Sood, Vijay K.

AU - Romero, Ruben R.

PY - 2022

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N2 - With the growing concern for energy conservation and environmental protection around the world, the use of Electric Vehicles (EVs) is being encouraged. In this way, the optimum allocation of EVs' parked in a distribution network is a challenging issue. In this paper, the optimal energy exchange between EVs and the distribution network is analyzed in two types of parking lots, which will be controlled by a charging provider or aggregator, and where the randomness related to vehicles and vehicle-to-grid (V2G) capability at the charging stations will be considered. In this way the stochastic behavior of an EV during the day was formulated as a mixed integer linear programming (MILP) problem, and Monte Carlo simulations were used to estimate the optimal loading and unloading patterns of EVs inside the parking lots based on the time-of-use (ToU) tariffs.

AB - With the growing concern for energy conservation and environmental protection around the world, the use of Electric Vehicles (EVs) is being encouraged. In this way, the optimum allocation of EVs' parked in a distribution network is a challenging issue. In this paper, the optimal energy exchange between EVs and the distribution network is analyzed in two types of parking lots, which will be controlled by a charging provider or aggregator, and where the randomness related to vehicles and vehicle-to-grid (V2G) capability at the charging stations will be considered. In this way the stochastic behavior of an EV during the day was formulated as a mixed integer linear programming (MILP) problem, and Monte Carlo simulations were used to estimate the optimal loading and unloading patterns of EVs inside the parking lots based on the time-of-use (ToU) tariffs.

KW - Electric Vehicles

KW - Monte Carlo simulation

KW - optimization energy Exchange

KW - time-of-use tariffs

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ER -

Sanchez DA, Torres SP, Chillogalli JE, Chamorro HR, Gonzalez LG, Sood VK et al. Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties. In Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022. IEEE Computer Society. 2022. (IEEE PES Innovative Smart Grid Technologies Conference Europe). doi: 10.1109/ISGT-Europe54678.2022.9960637

Optimal Planning of Electric Vehicles Energy Exchange in Parking Lots Considering Uncertainties

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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