An enhanced multi-state estimation hierarchy for advanced lithium-ion battery management

X Hu, H Jiang, F Feng, B Liu - Applied Energy, 2020 - Elsevier
As a critically important power source for modern electric vehicles, lithium-ion batteries need
to operate safely, reliably, and efficiently, which entails effective battery management …

Neural network-based state of charge observer design for lithium-ion batteries

J Chen, Q Ouyang, C Xu, H Su - IEEE Transactions on Control …, 2017 - ieeexplore.ieee.org
A new method for the state of charge (SOC) estimation of lithium-ion batteries is proposed
based on an inclusive equivalent circuit model in this brief. In particular, we propose to …

Condition monitoring in advanced battery management systems: Moving horizon estimation using a reduced electrochemical model

X Hu, D Cao, B Egardt - IEEE/ASME Transactions on …, 2017 - ieeexplore.ieee.org
Efficient battery condition monitoring is of particular importance in large-scale, high-
performance, and safety-critical mechatronic systems, eg, electrified vehicles and smart grid …

Online state of charge estimation of lithium-ion batteries: A moving horizon estimation approach

JN Shen, YJ He, ZF Ma, HB Luo, ZF Zhang - Chemical Engineering Science, 2016 - Elsevier
Online state of charge (SOC) estimation of lithium-ion batteries (LIBs) relies not only on
accurate battery model but also on effective state estimation method. In this study, a …

Total least squares state of charge estimation for lithium-ion batteries: an efficient moving horizon estimation approach

J Liu, S Mendoza, HK Fathy - IFAC-PapersOnLine, 2017 - Elsevier
This paper proposes a computationally efficient moving horizon approach for total least
squares (TLS) battery state of charge (SOC) estimation. Much of the existing SOC estimation …

The Development of a Risk Oriented State-of-Charge Estimation Algorithm for a Heavy-Duty FCEV Truck

KI Alsharif, M Michelotti - ASME …, 2024 - asmedigitalcollection.asme.org
Providing an accurate estimate of a battery's State-of-charge (SOC) is an important function
of a Battery Management System (BMS). The SOC must be maintained within an appropriate …

[图书][B] Real-Time Estimation of State-of-Charge Using Particle Swarm Optimization on the Electro-Chemical Model of a Single Cell

AC Shekar - 2017 - search.proquest.com
Accurate estimation of State of Charge (SOC) is crucial. With the ever-increasing usage of
batteries, especially in safety critical applications, the requirement of accurate estimation of …

Real time optimal control and state estimation for Li-ion batteries

D Gupta - 2021 - repositories.lib.utexas.edu
Li-Ion batteries are increasingly being looked at as a major alternative to fossil fuels in the
transition towards clean energy. This has made created the necessity to be able to …

Systém pro odhadování stavu nabytí a kondice baterie elektromobilu

K Jan - 2022 - dspace.cvut.cz
Tato práce zkoumá možnosti odhadování stavu akumulátorového modulu elektrického
vozidla. Motivací a konečným cílem této práce je vylepšit schopnost odhadu stavu …

[PDF][PDF] Real-time estimation of state-of-charge using particle swarm optimization on the electro-chemical model of a single cell

A Chandra Shekar - 2017 - scholarworks.iupui.edu
Accurate estimation of State of Charge (SOC) is crucial. With the ever-increasing usage of
batteries, especially in safety critical applications, the requirement of accurate estimation of …