Intelligent Energy Management for Full-Active Hybrid Energy Storage Systems in Electric Vehicles Using Teaching–Learning-Based Optimisation in Fuzzy Logic …

SMR Rostami, Z Al-Shibaany - IEEE Access, 2024 - ieeexplore.ieee.org
Electric vehicles (EVs) are a compelling alternative for mitigating CO2-equivalent emissions.
In the context of EVs, the architecture and operational efficiency of a hybrid energy storage …

Particle Swarm-Optimized Fuzzy Logic Energy Management of Hybrid Energy Storage in Electric Vehicles

J Omakor, M Alzayed, H Chaoui - Energies, 2024 - mdpi.com
A lithium-ion battery–ultracapacitor hybrid energy storage system (HESS) has been
recognized as a viable solution to address the limitations of single battery energy sources in …

An integrated energy storage framework with significant energy management and absorption mechanism for machine learning assisted electric vehicle application

K Valarmathi, J Seetha, NV Krishnamoorthy… - … Informatics and Systems, 2024 - Elsevier
Regarding environmental friendliness, low maintenance needs, and statuses as a
renewable technology, Hybrid Electric Vehicles (HEV) have become more and more popular …

Energy Management in Hybrid Electric and Hybrid Energy Storage System Vehicles: A Fuzzy Logic Controller Review

H Maghfiroh, O Wahyunggoro, AI Cahyadi - IEEE Access, 2024 - ieeexplore.ieee.org
The transportation sector, a significant contributor to carbon dioxide emissions as of 2020,
confronts a pressing challenge in mitigating pollution. Electric Vehicles (EVs) present a …

Energy management strategies for hybrid energy storage system in electric vehicles: A review

PK PS, NS Jayalakshmi… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This paper comprehensively explores the Energy Management Strategy (EMS) of a Hybrid
Energy Storage System (HESS) with battery, Fuel Cell (FC) and a supercapacitor (SC) for …

An active hybrid energy storage system utilising a fuzzy logic rule-based control strategy

MJ Van Jaarsveld, R Gouws - World Electric Vehicle Journal, 2020 - mdpi.com
The research presented in this paper documents the implementation of an active hybrid
energy storage system that combined a battery pack and an ultracapacitor bank. The …

A novel hybrid approach for efficient energy management in battery and supercapacitor based hybrid energy storage systems for electric vehicles

I Kranthikumar, CH Srinivas, TV Kiran, P Pradeep… - Electrical …, 2024 - Springer
The research work proposes optimal energy management for batteries and Super-capacitor
(SCAP) in Electric Vehicles (EVs) using a hybrid technique. The proposed hybrid technique …

An Intelligent Energy Management Strategy for Electric Vehicle Battery/Ultracapacitor Hybrid Storage System Using Machine Learning Approach

G Mahajan, Abhinav, R Ramakrishnan - Advances in Automotive …, 2021 - Springer
Due to reduction in the non-renewable sources such as petrol, diesel and increase in
pollution levels, we need to find an alternate way to drive the automotive. One of the best …

Optimal fuzzy logic based energy management strategy of battery/supercapacitor hybrid energy storage system for electric vehicles

C Gao, J Zhao, J Wu, X Hao - 2016 12th World Congress on …, 2016 - ieeexplore.ieee.org
The main purpose of this paper is to describe a novel power management control strategy
for battery and supercapacitor hybrid energy storage system with the objective that the load …

A novel fuzzy-logic based control strategy for a semi-active battery/super-capacitor hybrid energy storage system in vehicular applications

YB Yu, X Liu, H Min, H Sun, L Xu - Journal of Intelligent & …, 2015 - content.iospress.com
A hybrid energy storage system (HESS) composed of a battery and super-capacitor (SC)
can make full use of advantages in energy and power density, which can further improve the …