State of health monitoring of Li-ion batteries

Li-Ion batteries are one of the most popular power sources in many engineering filed. Therefore, it is very important to achieve an accurate online estimation of the state of the health (SOH) of the Li-Ion batteries. The project develops a data-driven approach using novel health indicator (HI) for o...

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Main Author:	Ma, Nantao
Other Authors:	Xu Yan
Format:	Final Year Project
Language:	English
Published:	Nanyang Technological University 2021
Subjects:	Engineering::Electrical and electronic engineering
Online Access:	https://hdl.handle.net/10356/149676
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Institution:	Nanyang Technological University
Language:	English

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record_format	dspace
spelling	sg-ntu-dr.10356-1496762023-07-07T17:28:35Z State of health monitoring of Li-ion batteries Ma, Nantao Xu Yan School of Electrical and Electronic Engineering xuyan@ntu.edu.sg Engineering::Electrical and electronic engineering Li-Ion batteries are one of the most popular power sources in many engineering filed. Therefore, it is very important to achieve an accurate online estimation of the state of the health (SOH) of the Li-Ion batteries. The project develops a data-driven approach using novel health indicator (HI) for online battery SOH estimation. The HI is extracted from the constant current charge process offline data. Bachelor of Engineering (Electrical and Electronic Engineering) 2021-06-07T05:14:44Z 2021-06-07T05:14:44Z 2021 Final Year Project (FYP) Ma, N. (2021). State of health monitoring of Li-ion batteries. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/149676 https://hdl.handle.net/10356/149676 en P1030-192 application/pdf Nanyang Technological University
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	Engineering::Electrical and electronic engineering
spellingShingle	Engineering::Electrical and electronic engineering Ma, Nantao State of health monitoring of Li-ion batteries
description	Li-Ion batteries are one of the most popular power sources in many engineering filed. Therefore, it is very important to achieve an accurate online estimation of the state of the health (SOH) of the Li-Ion batteries. The project develops a data-driven approach using novel health indicator (HI) for online battery SOH estimation. The HI is extracted from the constant current charge process offline data.
author2	Xu Yan
author_facet	Xu Yan Ma, Nantao
format	Final Year Project
author	Ma, Nantao
author_sort	Ma, Nantao
title	State of health monitoring of Li-ion batteries
title_short	State of health monitoring of Li-ion batteries
title_full	State of health monitoring of Li-ion batteries
title_fullStr	State of health monitoring of Li-ion batteries
title_full_unstemmed	State of health monitoring of Li-ion batteries
title_sort	state of health monitoring of li-ion batteries
publisher	Nanyang Technological University
publishDate	2021
url	https://hdl.handle.net/10356/149676
_version_	1772828100751523840

State of health monitoring of Li-ion batteries

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