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...
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sg-ntu-dr.10356-880002023-03-04T17:14:02Z Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin School of Mechanical and Aerospace Engineering Electric Vehicles Decentralized Charging Algorithm 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. Published version 2018-03-07T06:08:52Z 2019-12-06T16:53:49Z 2018-03-07T06:08:52Z 2019-12-06T16:53:49Z 2016 Journal Article Kwon, O., Kim, P., & Yoon, Y.-J. (2016). Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid. Sensors, 17(1), 39-. 1424-8220 https://hdl.handle.net/10356/88000 http://hdl.handle.net/10220/44526 10.3390/s17010039 en Sensors © 2016 by The Author(s); 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/). 14 p. application/pdf |
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Electric Vehicles Decentralized Charging Algorithm Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid |
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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. |
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School of Mechanical and Aerospace Engineering |
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School of Mechanical and Aerospace Engineering Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin |
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Article |
author |
Kwon, Ojin Kim, Pilkee Yoon, Yong-Jin |
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Kwon, Ojin |
title |
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_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_sort |
threshold-based random charging scheme for decentralized pev charging operation in a smart grid |
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2018 |
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https://hdl.handle.net/10356/88000 http://hdl.handle.net/10220/44526 |
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1759856821327101952 |