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

Universidad de Cuenca
CNPq Scholarship Student
KTH Royal Institute of Technology
Ontario Tech University
Universidade Estadual Paulista Júlio de Mesquita Filho

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

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.

Idioma original	Inglés
Título de la publicación alojada	Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022
Editorial	IEEE Computer Society
ISBN (versión digital)	9781665480321
DOI	https://doi.org/10.1109/ISGT-Europe54678.2022.9960637
Estado	Publicada - 2022
Evento	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022 - Novi Sad, Serbia Duración: 10 oct. 2022 → 12 oct. 2022

Serie de la publicación

Nombre	IEEE PES Innovative Smart Grid Technologies Conference Europe
Volumen	2022-October

Conferencia

Conferencia	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022
País/Territorio	Serbia
Ciudad	Novi Sad
Período	10/10/22 → 12/10/22

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 7: Energía asequible y no contaminante

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10.1109/ISGT-Europe54678.2022.9960637

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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. En 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",

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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. En 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).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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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

Y1 - 2022

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. En 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

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