An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm

Recently, the application of the proton exchange membrane fuel cells (PEMFCs) is extensively increasing as a popular renewable energy source. PEMFCs need low temperature for the operation along with high power density and easy implementation ability. These characteristics turned them into the most i...

Full description

Bibliographic Details
Main Authors: Yan Cao, Yiqing Li, Geng Zhang, Kittisak Jermsittiparsert, Maryam Nasseri
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Energy Reports
Subjects:
LQR
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484719313083
id doaj-3dfbf667f03b400f80948c63e9afe611
record_format Article
spelling doaj-3dfbf667f03b400f80948c63e9afe6112020-12-23T05:01:01ZengElsevierEnergy Reports2352-48472020-11-016530542An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithmYan Cao0Yiqing Li1Geng Zhang2Kittisak Jermsittiparsert3Maryam Nasseri4School of Mechatronic Engineering, Xi’an Technological University, Xi’an, 710021, ChinaSchool of Mechatronic Engineering, Xi’an Technological University, Xi’an, 710021, ChinaSchool of Mechatronic Engineering, Xi’an Technological University, Xi’an, 710021, ChinaSocial Research Institute, Chulalongkorn University, Bangkok 10330, Thailand; Corresponding author.Department of Engineering, Ardabil Branch, Islamic Azad University, Ardabil, IranRecently, the application of the proton exchange membrane fuel cells (PEMFCs) is extensively increasing as a popular renewable energy source. PEMFCs need low temperature for the operation along with high power density and easy implementation ability. These characteristics turned them into the most interesting type of fuel cells. However, PEMFCs need a technique for keeping them in a desired operating point. This is an essential item, especially during the current variation. In this study, a new configuration is proposed for designing an optimal PEMFC system. Two-phase interleaved boost DC/DC converter is also utilized for increasing the output voltage terminal. LQR optimal strategy is used for regulating the PEMFC. For improving the efficiency of the proposed LQR controller, a newly developed version of the whale optimization algorithm, called improved chaotic whale optimization algorithm is proposed. Simulation results of the proposed system are compared with different methods and the results showed that the proposed system has higher efficiency from the viewpoint of the current ripple and overshoot.http://www.sciencedirect.com/science/article/pii/S2352484719313083Proton exchange membrane fuel cellParameter estimationLQRWhale optimization algorithmChaotic
collection DOAJ
language English
format Article
sources DOAJ
author Yan Cao
Yiqing Li
Geng Zhang
Kittisak Jermsittiparsert
Maryam Nasseri
spellingShingle Yan Cao
Yiqing Li
Geng Zhang
Kittisak Jermsittiparsert
Maryam Nasseri
An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
Energy Reports
Proton exchange membrane fuel cell
Parameter estimation
LQR
Whale optimization algorithm
Chaotic
author_facet Yan Cao
Yiqing Li
Geng Zhang
Kittisak Jermsittiparsert
Maryam Nasseri
author_sort Yan Cao
title An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
title_short An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
title_full An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
title_fullStr An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
title_full_unstemmed An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
title_sort efficient terminal voltage control for pemfc based on an improved version of whale optimization algorithm
publisher Elsevier
series Energy Reports
issn 2352-4847
publishDate 2020-11-01
description Recently, the application of the proton exchange membrane fuel cells (PEMFCs) is extensively increasing as a popular renewable energy source. PEMFCs need low temperature for the operation along with high power density and easy implementation ability. These characteristics turned them into the most interesting type of fuel cells. However, PEMFCs need a technique for keeping them in a desired operating point. This is an essential item, especially during the current variation. In this study, a new configuration is proposed for designing an optimal PEMFC system. Two-phase interleaved boost DC/DC converter is also utilized for increasing the output voltage terminal. LQR optimal strategy is used for regulating the PEMFC. For improving the efficiency of the proposed LQR controller, a newly developed version of the whale optimization algorithm, called improved chaotic whale optimization algorithm is proposed. Simulation results of the proposed system are compared with different methods and the results showed that the proposed system has higher efficiency from the viewpoint of the current ripple and overshoot.
topic Proton exchange membrane fuel cell
Parameter estimation
LQR
Whale optimization algorithm
Chaotic
url http://www.sciencedirect.com/science/article/pii/S2352484719313083
work_keys_str_mv AT yancao anefficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT yiqingli anefficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT gengzhang anefficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT kittisakjermsittiparsert anefficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT maryamnasseri anefficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT yancao efficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT yiqingli efficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT gengzhang efficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT kittisakjermsittiparsert efficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
AT maryamnasseri efficientterminalvoltagecontrolforpemfcbasedonanimprovedversionofwhaleoptimizationalgorithm
_version_ 1724373507858497536