Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles

W Waag, C Fleischer, DU Sauer - Journal of Power Sources, 2014 - Elsevier
Lithium-ion battery packs in hybrid and pure electric vehicles are always equipped with a
battery management system (BMS). The BMS consists of hardware and software for battery …

Adaptive prognosis of lithium-ion batteries based on the combination of particle filters and radial basis function neural networks

C Sbarufatti, M Corbetta, M Giglio, F Cadini - Journal of Power Sources, 2017 - Elsevier
Lithium-Ion rechargeable batteries are widespread power sources with applications to
consumer electronics, electrical vehicles, unmanned aerial and spatial vehicles, etc. The …

Battery management system based on battery nonlinear dynamics modeling

A Szumanowski, Y Chang - IEEE transactions on vehicular …, 2008 - ieeexplore.ieee.org
This paper presents a method of determining electromotive force and battery internal
resistance as time functions, which are depicted as functions of state of charge (SOC) …

Fuzzy logic-based learning system and estimation of state-of-charge of lead-acid battery

S Malkhandi - Engineering Applications of Artificial Intelligence, 2006 - Elsevier
The objective of this work is to develop a state-of-charge (SOC) estimation system for the
lead-acid battery, which is free from the time-dependent variation of the battery …

Neural network-based residual capacity indicator for nickel-metal hydride batteries in electric vehicles

WX Shen, KT Chau, CC Chan… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
This paper presents a new estimation approach for the battery residual capacity (BRC)
indicator in electric vehicles (EVs). The key of this approach is to model the EV battery by …

Battery state estimation with a self-evolving electrochemical ageing model

Y Zhang, X Du, M Salman - International Journal of Electrical Power & …, 2017 - Elsevier
The parameters for most battery state estimation techniques are usually calibrated during
the development stage before vehicle production. However different usages of battery lead …

Evaluating the effect of a driver's behaviour on the range of a battery electric vehicle

R Alvarez, A López… - Proceedings of the …, 2015 - journals.sagepub.com
A battery electric vehicle uses the electric energy stored in a battery to supply power to the
electric motor. The estimation of an accurate electric range is an important matter because of …

Usulan Perbaikan Metode Kerja Berdasarkan Micromotion Study dan Penerapan Metode 5S untuk Meningkatkan Produktifitas

RA Simanjuntak, D Hernita - Jurnal Teknologi, 2008 - ejournal.akprind.ac.id
Perkembangan dunia industri manufaktur dan jasa semakin meningkat pesat dari waktu ke
waktu sehingga setiap pelaku industri harus siap berkompetisi dengan kompetitornya. Oleh …

On‐line detection of state‐of‐charge in lead acid battery using radial basis function neural network

Y Morita, S Yamamoto, SH Lee… - Asian Journal of …, 2006 - Wiley Online Library
To realize a stable supply of electric power in an automobile, an accurate and reliable
detection method of SOC (state‐of‐charge) in a lead acid battery is required. However the …

Drive mode estimation for electric vehicles via fuzzy logic

F Duran, S Ceven, R Bayir - 2018 22nd International …, 2018 - ieeexplore.ieee.org
Electric vehicles are widely used today. The biggest problem of electric vehicles are limited
energy and limited range. Using energy efficiently is an important issue. In this study, we …