Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System

: Charging a group of series-connected batteries of a PV-battery hybrid system exhibits an imbalance issue. Such imbalance has severe consequences on the battery activation function and the maintenance cost of the entire system. Therefore, this paper proposes an active battery balancing technique...

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Main Authors: Md Ohirul, Qays, Buswig, Yonis.M.Yonis, Md Liton, Hossain, Ahmed, Abu-Siada
Format: E-Article
Language:English
Published: Multidisciplinary Digital Publishing Institute 2020
Subjects:
Online Access:http://ir.unimas.my/id/eprint/30572/1/Active%20Charge%20Balancing%20Strategy%20Using%20the%20State%20ofCharge%20Estimation%20Technique%20for%20a%20PV-BatteryHybrid%20System.pdf
http://ir.unimas.my/id/eprint/30572/
https://www.mdpi.com/1996-1073/13/13/3434
https://doi.org/10.3390/en13133434
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id my.unimas.ir.30572
record_format eprints
spelling my.unimas.ir.305722020-07-20T08:48:07Z http://ir.unimas.my/id/eprint/30572/ Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System Md Ohirul, Qays Buswig, Yonis.M.Yonis Md Liton, Hossain Ahmed, Abu-Siada TK Electrical engineering. Electronics Nuclear engineering : Charging a group of series-connected batteries of a PV-battery hybrid system exhibits an imbalance issue. Such imbalance has severe consequences on the battery activation function and the maintenance cost of the entire system. Therefore, this paper proposes an active battery balancing technique for a PV-battery integrated system to improve its performance and lifespan. Battery state of charge (SOC) estimation based on the backpropagation neural network (BPNN) technique is utilized to check the charge condition of the storage system. The developed battery management system (BMS) receives the SOC estimation of the individual batteries and issues control signal to the DC/DC Buck-boost converter to balance the charge status of the connected group of batteries. Simulation and experimental results using MATLAB-ATMega2560 interfacing system reveal the effectiveness of the proposed approach Multidisciplinary Digital Publishing Institute 2020-07-03 E-Article PeerReviewed text en http://ir.unimas.my/id/eprint/30572/1/Active%20Charge%20Balancing%20Strategy%20Using%20the%20State%20ofCharge%20Estimation%20Technique%20for%20a%20PV-BatteryHybrid%20System.pdf Md Ohirul, Qays and Buswig, Yonis.M.Yonis and Md Liton, Hossain and Ahmed, Abu-Siada (2020) Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System. Energies, 13 (13). pp. 1-17. ISSN 1996-1073 https://www.mdpi.com/1996-1073/13/13/3434 https://doi.org/10.3390/en13133434
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Md Ohirul, Qays
Buswig, Yonis.M.Yonis
Md Liton, Hossain
Ahmed, Abu-Siada
Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System
description : Charging a group of series-connected batteries of a PV-battery hybrid system exhibits an imbalance issue. Such imbalance has severe consequences on the battery activation function and the maintenance cost of the entire system. Therefore, this paper proposes an active battery balancing technique for a PV-battery integrated system to improve its performance and lifespan. Battery state of charge (SOC) estimation based on the backpropagation neural network (BPNN) technique is utilized to check the charge condition of the storage system. The developed battery management system (BMS) receives the SOC estimation of the individual batteries and issues control signal to the DC/DC Buck-boost converter to balance the charge status of the connected group of batteries. Simulation and experimental results using MATLAB-ATMega2560 interfacing system reveal the effectiveness of the proposed approach
format E-Article
author Md Ohirul, Qays
Buswig, Yonis.M.Yonis
Md Liton, Hossain
Ahmed, Abu-Siada
author_facet Md Ohirul, Qays
Buswig, Yonis.M.Yonis
Md Liton, Hossain
Ahmed, Abu-Siada
author_sort Md Ohirul, Qays
title Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System
title_short Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System
title_full Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System
title_fullStr Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System
title_full_unstemmed Active Charge Balancing Strategy Using the State of Charge Estimation Technique for a PV-Battery Hybrid System
title_sort active charge balancing strategy using the state of charge estimation technique for a pv-battery hybrid system
publisher Multidisciplinary Digital Publishing Institute
publishDate 2020
url http://ir.unimas.my/id/eprint/30572/1/Active%20Charge%20Balancing%20Strategy%20Using%20the%20State%20ofCharge%20Estimation%20Technique%20for%20a%20PV-BatteryHybrid%20System.pdf
http://ir.unimas.my/id/eprint/30572/
https://www.mdpi.com/1996-1073/13/13/3434
https://doi.org/10.3390/en13133434
_version_ 1674069929519742976
score 13.211869