State-of-health estimation of batteries in an energy storage system based on the actual operating parameters

2021 ◽  
Vol 506 ◽  
pp. 230162
Author(s):  
Qichao Zhang ◽  
Xue Li ◽  
Chun Zhou ◽  
Yang Zou ◽  
Zhichao Du ◽  
...  
Keyword(s):  
Energy Storage ◽  
Storage System ◽  
Energy Storage System ◽  
Operating Parameters ◽  
State Of Health ◽  
Actual Operating

An optimized ensemble learning framework for lithium-ion Battery State of Health estimation in energy storage system

Energy ◽  
2020 ◽  
Vol 206 ◽  
pp. 118140 ◽  
Author(s):  
Jinhao Meng ◽  
Lei Cai ◽  
Daniel-Ioan Stroe ◽  
Junpeng Ma ◽  
Guangzhao Luo ◽  
...  
Keyword(s):  
Energy Storage ◽  
Lithium Ion Battery ◽  
Ensemble Learning ◽  
Storage System ◽  
Lithium Ion ◽  
Energy Storage System ◽  
State Of Health ◽  
Learning Framework

scholarly journals Performance analysis of supercapacitors for transportation industry

2019 ◽  
Vol 13 (3) ◽  
pp. 1031
Author(s):  
Vinoth Jonathan Nagarajah ◽  
Hui Jing Lee ◽  
King Guan Tan ◽  
Nathawat Khunprasit
Keyword(s):  
Energy Storage ◽  
Performance Analysis ◽  
Storage System ◽  
Energy Storage System ◽  
The State ◽  
State Of Charge ◽  
Monitoring Device ◽  
State Of Health ◽  
Transportation Industry ◽  
Online Platform

<span>Monitoring device is essential to ensure a reliable and a healthy lifespan of the energy storage system. Hence, a monitoring device is needed to monitor the state of health and state of charge of a Supercapacitor. This project aims to demonstrate a method to monitor Supercapacitors using a microcontroller in both hardware and software approaches. The data was successfully collected by an online platform called ThingSpeak.</span>

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