A systematic review of energy management systems for battery/supercapacitor electric vehicle applications

The purpose of this research is to present a thorough evaluation of energy management systems that consist of hybrid energy storage systems and their control algorithms, which may be used in electric vehicles. This paper outlines the characteristics of electric vehicles, research methods, an analysi...

Full description

Saved in:
Bibliographic Details
Main Authors: Wangsupphaphol, Aree, Phichaisawat, Sotdhipong, Nik Idris, Nik Rumzi, Jusoh, Awang, Muhamad, Nik Din, Lengkayan, Raweewan
Format: Article
Language:English
Published: MDPI 2023
Subjects:
Online Access:http://eprints.utm.my/107359/1/AwangJusoh2023_ASystematicReviewofEnergyManagement.pdf
http://eprints.utm.my/107359/
http://dx.doi.org/10.3390/su151411200
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.107359
record_format eprints
spelling my.utm.1073592024-09-11T03:48:05Z http://eprints.utm.my/107359/ A systematic review of energy management systems for battery/supercapacitor electric vehicle applications Wangsupphaphol, Aree Phichaisawat, Sotdhipong Nik Idris, Nik Rumzi Jusoh, Awang Muhamad, Nik Din Lengkayan, Raweewan TK Electrical engineering. Electronics Nuclear engineering The purpose of this research is to present a thorough evaluation of energy management systems that consist of hybrid energy storage systems and their control algorithms, which may be used in electric vehicles. This paper outlines the characteristics of electric vehicles, research methods, an analysis of the hybrid energy storage system architecture, the converter topology, and energy management techniques. The strength and co-occurrence of keywords over the past ten years are shown in this study using a systematic research framework for performing a literature review and using keyword analysis techniques. This study reveals a pattern of recently and frequently used terms in works of literature. Consequently, their suitability, benefits, and drawbacks are assessed. In this study, the hybrid energy storage system and converter circuit architecture are evaluated and rated. A non-isolated DC-DC converter connected to an SC is a suitable configuration for the hybrid converter because it is simple to build, is reliable, and has minimal loss/weight/cost, which all improve vehicle performance. In terms of the application of control strategies, it is shown that deterministic and fuzzy-rule-based control techniques are successfully assessed using real-scale vehicle experiments and can be selected for manufacturing. On the other hand, real-time optimization-based energy management techniques have been effectively shown in lab-scale tests and may be used in a future real-scale vehicle. MDPI 2023-07 Article PeerReviewed application/pdf en http://eprints.utm.my/107359/1/AwangJusoh2023_ASystematicReviewofEnergyManagement.pdf Wangsupphaphol, Aree and Phichaisawat, Sotdhipong and Nik Idris, Nik Rumzi and Jusoh, Awang and Muhamad, Nik Din and Lengkayan, Raweewan (2023) A systematic review of energy management systems for battery/supercapacitor electric vehicle applications. Sustainability (Switzerland), 15 (14). pp. 1-20. ISSN 2071-1050 http://dx.doi.org/10.3390/su151411200 DOI:10.3390/su151411200
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Wangsupphaphol, Aree
Phichaisawat, Sotdhipong
Nik Idris, Nik Rumzi
Jusoh, Awang
Muhamad, Nik Din
Lengkayan, Raweewan
A systematic review of energy management systems for battery/supercapacitor electric vehicle applications
description The purpose of this research is to present a thorough evaluation of energy management systems that consist of hybrid energy storage systems and their control algorithms, which may be used in electric vehicles. This paper outlines the characteristics of electric vehicles, research methods, an analysis of the hybrid energy storage system architecture, the converter topology, and energy management techniques. The strength and co-occurrence of keywords over the past ten years are shown in this study using a systematic research framework for performing a literature review and using keyword analysis techniques. This study reveals a pattern of recently and frequently used terms in works of literature. Consequently, their suitability, benefits, and drawbacks are assessed. In this study, the hybrid energy storage system and converter circuit architecture are evaluated and rated. A non-isolated DC-DC converter connected to an SC is a suitable configuration for the hybrid converter because it is simple to build, is reliable, and has minimal loss/weight/cost, which all improve vehicle performance. In terms of the application of control strategies, it is shown that deterministic and fuzzy-rule-based control techniques are successfully assessed using real-scale vehicle experiments and can be selected for manufacturing. On the other hand, real-time optimization-based energy management techniques have been effectively shown in lab-scale tests and may be used in a future real-scale vehicle.
format Article
author Wangsupphaphol, Aree
Phichaisawat, Sotdhipong
Nik Idris, Nik Rumzi
Jusoh, Awang
Muhamad, Nik Din
Lengkayan, Raweewan
author_facet Wangsupphaphol, Aree
Phichaisawat, Sotdhipong
Nik Idris, Nik Rumzi
Jusoh, Awang
Muhamad, Nik Din
Lengkayan, Raweewan
author_sort Wangsupphaphol, Aree
title A systematic review of energy management systems for battery/supercapacitor electric vehicle applications
title_short A systematic review of energy management systems for battery/supercapacitor electric vehicle applications
title_full A systematic review of energy management systems for battery/supercapacitor electric vehicle applications
title_fullStr A systematic review of energy management systems for battery/supercapacitor electric vehicle applications
title_full_unstemmed A systematic review of energy management systems for battery/supercapacitor electric vehicle applications
title_sort systematic review of energy management systems for battery/supercapacitor electric vehicle applications
publisher MDPI
publishDate 2023
url http://eprints.utm.my/107359/1/AwangJusoh2023_ASystematicReviewofEnergyManagement.pdf
http://eprints.utm.my/107359/
http://dx.doi.org/10.3390/su151411200
_version_ 1811681168659054592
score 13.2014675