An optimal resource allocation for future parking lots with charger assignment considering uncertainties
This paper proposes a new planning approach for different types electric vehicle (EV) chargers’ allocation in conjunction with photovoltaic (PV) panels. The proposed approach helps to upgrade the infrastructure satisfying the demand for high penetration of EVs with least expansion cost. This approac...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| التنسيق: | article |
| منشور في: |
2021
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://hdl.handle.net/11073/21628 |
| الوسوم: |
إضافة وسم
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| _version_ | 1864513438379671552 |
|---|---|
| author | Abdelwahab, Osama Magdy |
| author2 | Shalaby, Ahmed Ayman Ahmed Shaaban, Mostafa |
| author2_role | author author |
| author_facet | Abdelwahab, Osama Magdy Shalaby, Ahmed Ayman Ahmed Shaaban, Mostafa |
| author_role | author |
| dc.creator.none.fl_str_mv | Abdelwahab, Osama Magdy Shalaby, Ahmed Ayman Ahmed Shaaban, Mostafa |
| dc.date.none.fl_str_mv | 2021-11 2022-02-08T08:01:22Z 2022-02-08T08:01:22Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | Osama M. Abdelwahab, Ahmed A. Shalaby, Mostafa F. Shaaban, An optimal resource allocation for future parking lots with charger assignment considering uncertainties, Electric Power Systems Research, Volume 200, 2021, 107455, ISSN 0378-7796, https://doi.org/10.1016/j.epsr.2021.107455. 0378-7796 http://hdl.handle.net/11073/21628 10.1016/j.epsr.2021.107455 |
| dc.language.none.fl_str_mv | en_US |
| dc.publisher.none.fl_str_mv | Elsevier |
| dc.relation.none.fl_str_mv | https://doi.org/10.1016/j.epsr.2021.107455 |
| dc.subject.none.fl_str_mv | Distributed generation Electric Vehicles Photovoltaic Smart Grid Smart parking lot |
| dc.title.none.fl_str_mv | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| dc.type.none.fl_str_mv | Peer-Reviewed Postprint info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | This paper proposes a new planning approach for different types electric vehicle (EV) chargers’ allocation in conjunction with photovoltaic (PV) panels. The proposed approach helps to upgrade the infrastructure satisfying the demand for high penetration of EVs with least expansion cost. This approach proposes a routing signal for the arriving EV at the parking lot to guide them to a suitable charger according to the charger and EV battery statuses. The proposed signal increases the utilization EV chargers. Also, the planning approach jointly considers the PV allocation to provide more energy and power capacity for chargers and to reduce overall energy cost. This proposed approach considers coordinated charging /discharging, creating bidirectional power flow between the grid and the EVs. The planning problem is formulated as a mixed-integer nonlinear program to maximize the net annual revenue. A Markov Chain Monte Carlo (MCMC) simulation technique is utilized to account for the uncertainties associated with the PV generation and the power demand. The outcome of the approach can be described as the optimal quantity and types of EV chargers, along with the optimal sizing of the allocated PV panels. A Multi-case simulation is done to demonstrate the effectiveness of the proposed approach. |
| format | article |
| id | aus_f355127b56342720f0b08bc8cb0b6b29 |
| identifier_str_mv | Osama M. Abdelwahab, Ahmed A. Shalaby, Mostafa F. Shaaban, An optimal resource allocation for future parking lots with charger assignment considering uncertainties, Electric Power Systems Research, Volume 200, 2021, 107455, ISSN 0378-7796, https://doi.org/10.1016/j.epsr.2021.107455. 0378-7796 10.1016/j.epsr.2021.107455 |
| language_invalid_str_mv | en_US |
| network_acronym_str | aus |
| network_name_str | aus |
| oai_identifier_str | oai:repository.aus.edu:11073/21628 |
| publishDate | 2021 |
| publisher.none.fl_str_mv | Elsevier |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | An optimal resource allocation for future parking lots with charger assignment considering uncertaintiesAbdelwahab, Osama MagdyShalaby, Ahmed Ayman AhmedShaaban, MostafaDistributed generationElectric VehiclesPhotovoltaicSmart GridSmart parking lotThis paper proposes a new planning approach for different types electric vehicle (EV) chargers’ allocation in conjunction with photovoltaic (PV) panels. The proposed approach helps to upgrade the infrastructure satisfying the demand for high penetration of EVs with least expansion cost. This approach proposes a routing signal for the arriving EV at the parking lot to guide them to a suitable charger according to the charger and EV battery statuses. The proposed signal increases the utilization EV chargers. Also, the planning approach jointly considers the PV allocation to provide more energy and power capacity for chargers and to reduce overall energy cost. This proposed approach considers coordinated charging /discharging, creating bidirectional power flow between the grid and the EVs. The planning problem is formulated as a mixed-integer nonlinear program to maximize the net annual revenue. A Markov Chain Monte Carlo (MCMC) simulation technique is utilized to account for the uncertainties associated with the PV generation and the power demand. The outcome of the approach can be described as the optimal quantity and types of EV chargers, along with the optimal sizing of the allocated PV panels. A Multi-case simulation is done to demonstrate the effectiveness of the proposed approach.Elsevier2022-02-08T08:01:22Z2022-02-08T08:01:22Z2021-11Peer-ReviewedPostprintinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfOsama M. Abdelwahab, Ahmed A. Shalaby, Mostafa F. Shaaban, An optimal resource allocation for future parking lots with charger assignment considering uncertainties, Electric Power Systems Research, Volume 200, 2021, 107455, ISSN 0378-7796, https://doi.org/10.1016/j.epsr.2021.107455.0378-7796http://hdl.handle.net/11073/2162810.1016/j.epsr.2021.107455en_UShttps://doi.org/10.1016/j.epsr.2021.107455oai:repository.aus.edu:11073/216282024-08-22T12:08:50Z |
| spellingShingle | An optimal resource allocation for future parking lots with charger assignment considering uncertainties Abdelwahab, Osama Magdy Distributed generation Electric Vehicles Photovoltaic Smart Grid Smart parking lot |
| status_str | publishedVersion |
| title | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| title_full | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| title_fullStr | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| title_full_unstemmed | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| title_short | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| title_sort | An optimal resource allocation for future parking lots with charger assignment considering uncertainties |
| topic | Distributed generation Electric Vehicles Photovoltaic Smart Grid Smart parking lot |
| url | http://hdl.handle.net/11073/21628 |