Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter

The deep concern towards efcient and green energy has brought to the development of intermediate energy storage system. Electric vehicles (EVs), for example, is an application where the energy storage devices are vital. In EV, the bidirectional DC–DC converter is high in demand due to its nature EV...

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Main Authors: Suliana, Ab‐Ghani, Hamdan, Daniyal, Nur Huda, Ramlan, Meng Chung, Tiong
Format: Article
Language:English
Published: Springer Nature Switzerland 2019
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Online Access:http://umpir.ump.edu.my/id/eprint/30338/1/Ab-Ghani2019_Article_OnlinePSO-tunedPhaseShiftAngle.pdf
http://umpir.ump.edu.my/id/eprint/30338/
https://link.springer.com/article/10.1007/s42452-019-1782-8
https://doi.org/10.1007/s42452-019-1782-8
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spelling my.ump.umpir.303382020-12-27T07:33:52Z http://umpir.ump.edu.my/id/eprint/30338/ Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter Suliana, Ab‐Ghani Hamdan, Daniyal Nur Huda, Ramlan Meng Chung, Tiong TK Electrical engineering. Electronics Nuclear engineering The deep concern towards efcient and green energy has brought to the development of intermediate energy storage system. Electric vehicles (EVs), for example, is an application where the energy storage devices are vital. In EV, the bidirectional DC–DC converter is high in demand due to its nature EV of having two or more separate DC sources. A recent technology called the dual active bridge (DAB) converter has quickly become popular in DC–DC converter thanks to its inherent galvanic isolation via a high-frequency transformer. Furthermore, DAB topology allows for high-efficiency conversion and soft switching adaption. This paper presents the optimization of the phase shift angle controller of DAB using Particle Swarm Optimization (PSO). From the preliminary study, it was found out that the optimization performs well until there are abrupt changes in the system. The system is not able to respond to the reference voltage step change as the traditional one-time execution PSO have local optima entrapped in react to the changes. The paper proposes a reset function to allow PSO to identify that its current optimized value is not optimal anymore. This drives PSO to look for a new optimal value to improve DAB’s overall dynamic performance. Simulation of the modifed PSO is done on a 200 kW DAB system with 20 kHz switching frequency is developed in MATLAB/Simulink environment. Simulation has been carried out with the objective to minimize the steady-state error as well as to improve the dynamic performance of the DAB. The DAB performance with the proposed solution is evaluated in terms of steady-state error and transient response by testing the system under various reference voltage and step-change input voltage. The self-excited re-exploration PSO also have been presented as to respond to the reference voltage step change as the basic PSO have local optima entrapped in react to the changes. In order to validate the simulation results, a hardware-in-the-loop (HIL) experimental circuit is built in Typhoon HIL-402 to verify the dynamic response and the steady state performance of the system. Springer Nature Switzerland 2019-12-12 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/30338/1/Ab-Ghani2019_Article_OnlinePSO-tunedPhaseShiftAngle.pdf Suliana, Ab‐Ghani and Hamdan, Daniyal and Nur Huda, Ramlan and Meng Chung, Tiong (2019) Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter. SN Applied Sciences, 2 (73). pp. 1-8. ISSN 2523-3971 https://link.springer.com/article/10.1007/s42452-019-1782-8 https://doi.org/10.1007/s42452-019-1782-8
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Suliana, Ab‐Ghani
Hamdan, Daniyal
Nur Huda, Ramlan
Meng Chung, Tiong
Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter
description The deep concern towards efcient and green energy has brought to the development of intermediate energy storage system. Electric vehicles (EVs), for example, is an application where the energy storage devices are vital. In EV, the bidirectional DC–DC converter is high in demand due to its nature EV of having two or more separate DC sources. A recent technology called the dual active bridge (DAB) converter has quickly become popular in DC–DC converter thanks to its inherent galvanic isolation via a high-frequency transformer. Furthermore, DAB topology allows for high-efficiency conversion and soft switching adaption. This paper presents the optimization of the phase shift angle controller of DAB using Particle Swarm Optimization (PSO). From the preliminary study, it was found out that the optimization performs well until there are abrupt changes in the system. The system is not able to respond to the reference voltage step change as the traditional one-time execution PSO have local optima entrapped in react to the changes. The paper proposes a reset function to allow PSO to identify that its current optimized value is not optimal anymore. This drives PSO to look for a new optimal value to improve DAB’s overall dynamic performance. Simulation of the modifed PSO is done on a 200 kW DAB system with 20 kHz switching frequency is developed in MATLAB/Simulink environment. Simulation has been carried out with the objective to minimize the steady-state error as well as to improve the dynamic performance of the DAB. The DAB performance with the proposed solution is evaluated in terms of steady-state error and transient response by testing the system under various reference voltage and step-change input voltage. The self-excited re-exploration PSO also have been presented as to respond to the reference voltage step change as the basic PSO have local optima entrapped in react to the changes. In order to validate the simulation results, a hardware-in-the-loop (HIL) experimental circuit is built in Typhoon HIL-402 to verify the dynamic response and the steady state performance of the system.
format Article
author Suliana, Ab‐Ghani
Hamdan, Daniyal
Nur Huda, Ramlan
Meng Chung, Tiong
author_facet Suliana, Ab‐Ghani
Hamdan, Daniyal
Nur Huda, Ramlan
Meng Chung, Tiong
author_sort Suliana, Ab‐Ghani
title Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter
title_short Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter
title_full Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter
title_fullStr Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter
title_full_unstemmed Online PSO‐tuned phase shift angle controller for dual active bridge DC–DC converter
title_sort online pso‐tuned phase shift angle controller for dual active bridge dc–dc converter
publisher Springer Nature Switzerland
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/30338/1/Ab-Ghani2019_Article_OnlinePSO-tunedPhaseShiftAngle.pdf
http://umpir.ump.edu.my/id/eprint/30338/
https://link.springer.com/article/10.1007/s42452-019-1782-8
https://doi.org/10.1007/s42452-019-1782-8
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