Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids
<p>This paper presents a scheduling framework based algorithm for reducing/shaving the peak loads in a team of cooperating microgrids (TCM) powered smart buildings taking advantages of vehicle-to-building (V2B) concept and operational flexibilities of electric vehicles (EVs). Each microgrid in...
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2021
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| _version_ | 1864513557765292032 |
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| author | Ahmed Ouammi (14151039) |
| author_facet | Ahmed Ouammi (14151039) |
| author_role | author |
| dc.creator.none.fl_str_mv | Ahmed Ouammi (14151039) |
| dc.date.none.fl_str_mv | 2021-02-05T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2021.3057458 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Peak_Loads_Shaving_in_a_Team_of_Cooperating_Smart_Buildings_Powered_Solar_PV-Based_Microgrids/24049317 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Automotive engineering Electrical engineering Electronics, sensors and digital hardware Information and computing sciences Distributed computing and systems software Microgrids Buildings Smart buildings Energy storage Electric vehicles Production Predictive control Cooperative smart buildings Peak loads shaving Team decision problem Networked microgrids Model predictive control Solar PV |
| dc.title.none.fl_str_mv | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>This paper presents a scheduling framework based algorithm for reducing/shaving the peak loads in a team of cooperating microgrids (TCM) powered smart buildings taking advantages of vehicle-to-building (V2B) concept and operational flexibilities of electric vehicles (EVs). Each microgrid includes a roof-top solar PV, energy storage system, EVs, loads, and advanced metering and communication infrastructure. The main objective is to formulate a constrained optimization problem embedded in a model predictive control (MPC) scheme to optimally control the operation of each microgrid to reduce/shave the peak load in case of occurrence, optimizing the power flows exchanges and energy storages, while ensuring a high quality of service to the EVs owners in each microgrid. The developed predictive model is implemented as a smart energy management based high-level control of the TCM to reduce/shave the peak loads and satisfy the EVs power demands through a coordination of the power exchanges between the microgrids. The algorithm has been tested through a case study to demonstrate its performance and effectiveness.</p><h2>Other Information</h2><p>Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2021.3057458" target="_blank">https://dx.doi.org/10.1109/access.2021.3057458</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_ca1c7960a7789b6459fb8a5ed0de417e |
| identifier_str_mv | 10.1109/access.2021.3057458 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24049317 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based MicrogridsAhmed Ouammi (14151039)EngineeringAutomotive engineeringElectrical engineeringElectronics, sensors and digital hardwareInformation and computing sciencesDistributed computing and systems softwareMicrogridsBuildingsSmart buildingsEnergy storageElectric vehiclesProductionPredictive controlCooperative smart buildingsPeak loads shavingTeam decision problemNetworked microgridsModel predictive controlSolar PV<p>This paper presents a scheduling framework based algorithm for reducing/shaving the peak loads in a team of cooperating microgrids (TCM) powered smart buildings taking advantages of vehicle-to-building (V2B) concept and operational flexibilities of electric vehicles (EVs). Each microgrid includes a roof-top solar PV, energy storage system, EVs, loads, and advanced metering and communication infrastructure. The main objective is to formulate a constrained optimization problem embedded in a model predictive control (MPC) scheme to optimally control the operation of each microgrid to reduce/shave the peak load in case of occurrence, optimizing the power flows exchanges and energy storages, while ensuring a high quality of service to the EVs owners in each microgrid. The developed predictive model is implemented as a smart energy management based high-level control of the TCM to reduce/shave the peak loads and satisfy the EVs power demands through a coordination of the power exchanges between the microgrids. The algorithm has been tested through a case study to demonstrate its performance and effectiveness.</p><h2>Other Information</h2><p>Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2021.3057458" target="_blank">https://dx.doi.org/10.1109/access.2021.3057458</a></p>2021-02-05T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2021.3057458https://figshare.com/articles/journal_contribution/Peak_Loads_Shaving_in_a_Team_of_Cooperating_Smart_Buildings_Powered_Solar_PV-Based_Microgrids/24049317CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/240493172021-02-05T00:00:00Z |
| spellingShingle | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids Ahmed Ouammi (14151039) Engineering Automotive engineering Electrical engineering Electronics, sensors and digital hardware Information and computing sciences Distributed computing and systems software Microgrids Buildings Smart buildings Energy storage Electric vehicles Production Predictive control Cooperative smart buildings Peak loads shaving Team decision problem Networked microgrids Model predictive control Solar PV |
| status_str | publishedVersion |
| title | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| title_full | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| title_fullStr | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| title_full_unstemmed | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| title_short | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| title_sort | Peak Loads Shaving in a Team of Cooperating Smart Buildings Powered Solar PV-Based Microgrids |
| topic | Engineering Automotive engineering Electrical engineering Electronics, sensors and digital hardware Information and computing sciences Distributed computing and systems software Microgrids Buildings Smart buildings Energy storage Electric vehicles Production Predictive control Cooperative smart buildings Peak loads shaving Team decision problem Networked microgrids Model predictive control Solar PV |