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Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid
Smart grids have been introduced to replace conventional power distribution systems without real time monitoring for accommodating the future market penetration of plug-in electric vehicles (PEVs). When a large number of PEVs require simultaneous battery charging, charging coordination techniques ha...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5298612/ https://www.ncbi.nlm.nih.gov/pubmed/28035963 http://dx.doi.org/10.3390/s17010039 |
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author | Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin |
author_facet | Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin |
author_sort | Kwon, Ojin |
collection | PubMed |
description | Smart grids have been introduced to replace conventional power distribution systems without real time monitoring for accommodating the future market penetration of plug-in electric vehicles (PEVs). When a large number of PEVs require simultaneous battery charging, charging coordination techniques have become one of the most critical factors to optimize the PEV charging performance and the conventional distribution system. In this case, considerable computational complexity of a central controller and exchange of real time information among PEVs may occur. To alleviate these problems, a novel threshold-based random charging (TBRC) operation for a decentralized charging system is proposed. Using PEV charging thresholds and random access rates, the PEVs themselves can participate in the charging requests. As PEVs with a high battery state do not transmit the charging requests to the central controller, the complexity of the central controller decreases due to the reduction of the charging requests. In addition, both the charging threshold and the random access rate are statistically calculated based on the average of supply power of the PEV charging system that do not require a real time update. By using the proposed TBRC with a tolerable PEV charging degradation, a 51% reduction of the PEV charging requests is achieved. |
format | Online Article Text |
id | pubmed-5298612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-52986122017-02-10 Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin Sensors (Basel) Article Smart grids have been introduced to replace conventional power distribution systems without real time monitoring for accommodating the future market penetration of plug-in electric vehicles (PEVs). When a large number of PEVs require simultaneous battery charging, charging coordination techniques have become one of the most critical factors to optimize the PEV charging performance and the conventional distribution system. In this case, considerable computational complexity of a central controller and exchange of real time information among PEVs may occur. To alleviate these problems, a novel threshold-based random charging (TBRC) operation for a decentralized charging system is proposed. Using PEV charging thresholds and random access rates, the PEVs themselves can participate in the charging requests. As PEVs with a high battery state do not transmit the charging requests to the central controller, the complexity of the central controller decreases due to the reduction of the charging requests. In addition, both the charging threshold and the random access rate are statistically calculated based on the average of supply power of the PEV charging system that do not require a real time update. By using the proposed TBRC with a tolerable PEV charging degradation, a 51% reduction of the PEV charging requests is achieved. MDPI 2016-12-26 /pmc/articles/PMC5298612/ /pubmed/28035963 http://dx.doi.org/10.3390/s17010039 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
title | Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
title_full | Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
title_fullStr | Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
title_full_unstemmed | Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
title_short | Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
title_sort | threshold-based random charging scheme for decentralized pev charging operation in a smart grid |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5298612/ https://www.ncbi.nlm.nih.gov/pubmed/28035963 http://dx.doi.org/10.3390/s17010039 |
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