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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Main Authors: Kwon, Ojin, Kim, Pilkee, Yoon, Yong-Jin
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/88000
http://hdl.handle.net/10220/44526
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Institution: Nanyang Technological University
Language: English
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Electric Vehicles
Decentralized Charging Algorithm
spellingShingle 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
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.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Kwon, Ojin
Kim, Pilkee
Yoon, Yong-Jin
format Article
author Kwon, Ojin
Kim, Pilkee
Yoon, Yong-Jin
author_sort 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
publishDate 2018
url https://hdl.handle.net/10356/88000
http://hdl.handle.net/10220/44526
_version_ 1759856821327101952