A critical review of using the Peukert equation for determining the remaining capacity of lead-acid and lithium-ion batteries

2006 ◽  
Vol 155 (2) ◽  
pp. 395-400 ◽  
Author(s):  
Dennis Doerffel ◽  
Suleiman Abu Sharkh
Keyword(s):  
Lithium Ion Batteries ◽  
Critical Review ◽  
Lithium Ion ◽  
Remaining Capacity ◽  
Lead Acid

scholarly journals A critical review of improved deep learning methods for the remaining useful life prediction of lithium-ion batteries

2021 ◽  
Vol 7 ◽  
pp. 5562-5574 ◽  
Author(s):  
Shunli Wang ◽  
Siyu Jin ◽  
Dekui Bai ◽  
Yongcun Fan ◽  
Haotian Shi ◽  
...  
Keyword(s):  
Deep Learning ◽  
Lithium Ion Batteries ◽  
Critical Review ◽  
Life Prediction ◽  
Lithium Ion ◽  
Remaining Useful Life ◽  
Learning Methods ◽  
Useful Life

Screening of retired lithium-ion batteries using incremental capacity charging curve based residual capacity estimation method for facilitating sustainable circular lithium-ion battery system

2021 ◽  
pp. 1-16
Author(s):  
Honglei Li ◽  
Liang Cong ◽  
Huazheng Ma ◽  
Weiwei Liu ◽  
Yelin Deng ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Estimation Method ◽  
Lithium Ion ◽  
Capacity Fade ◽  
Characteristic Parameters ◽  
Capacity Estimation ◽  
Capacity Curve ◽  
Residual Capacity ◽  
Remaining Capacity ◽  
Incremental Capacity

Abstract The rapidly growing deployment of lithium-ion batteries in electric vehicles is associated with a great waste of natural resource and environmental pollution caused by manufacturing and disposal. Repurposing the retired lithium-ion batteries can extend their useful life, creating environmental and economic benefits. However, the residual capacity of retired lithium-ion batteries is unknown and can be drastically different owing to various working history and calendar life. The main objective of this paper is to develop a fast and accurate capacity estimation method to classify the retired batteries by the remaining capacity. The hybrid technique of adaptive genetic algorithm and back propagation neural network is developed to estimate battery remaining capacity using the training set comprised of the selected characteristic parameters of incremental capacity curve of battery charging. Also, the paper investigated the correlation between characteristic parameters with capacity fade. The results show that capacity estimation errors of the proposed neural network are within 3%. Peak intensity of the incremental capacity curve has strong correlation with capacity fade. The findings also show that the translation of peak of the incremental capacity curve is strongly related with internal resistance.

scholarly journals A Study on Estimation Method for Optimal Composition Rate of Hybrid ESS Using Lead-acid and Lithium-ion Batteries

2016 ◽  
Vol 65 (6) ◽  
pp. 962-968
Author(s):  
Soo-Young Park ◽  
Sang-Won Ryu ◽  
Jae-Bum Park ◽  
Byung-Ki Kim ◽  
Mi-Young Kim ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Estimation Method ◽  
Lithium Ion ◽  
Optimal Composition ◽  
Hybrid Ess ◽  
Lead Acid

scholarly journals Comparative Analysis of an Off-grid PV System for Different Types of Batteries

2018 ◽  
Vol 9 (1) ◽  
pp. 11-19
Author(s):  
Rebeka Raff ◽  
Velimir Golub ◽  
Jurica Perko
Keyword(s):  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
Life Time ◽  
Optimal Size ◽  
Pv System ◽  
Eligibility Criteria ◽  
Proposed Model ◽  
Different Types ◽  
Daily Load ◽  
Lead Acid

The aim of this paper is to find an optimal size of different components of an off-grid PV system in the HOMER software with different types of batteries (lead-acid batteries and lithium-ion batteries). The proposed model shows the optimal size of the off-grid PV system for a holiday cottage with regard to eligibility criteria for various types of batteries and the net present cost (NPC). The observed off-grid PV system consists of PV modules, a load, a converter and batteries and it is modelled in the HOMER software. The load is modelled with a daily load diagram for the holiday cottage. For lead-acid and lithium-ion batteries the optimal size of different components of an off-grid PV system for five different scenarios (in respect of the price and life-time) is obtained. In addition, the optimal size of the presented model with respect to different values of capacity shortage ranging from 0% to 5% is presented

A Critical Review and Analysis on the Recycling of Spent Lithium-Ion Batteries

2018 ◽  
Vol 6 (2) ◽  
pp. 1504-1521 ◽  
Author(s):  
Weiguang Lv ◽  
Zhonghang Wang ◽  
Hongbin Cao ◽  
Yong Sun ◽  
Yi Zhang ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Critical Review ◽  
Lithium Ion

scholarly journals A review of fractional-order techniques applied to lithium-ion batteries, lead-acid batteries, and supercapacitors

2018 ◽  
Vol 390 ◽  
pp. 286-296 ◽  
Author(s):  
Changfu Zou ◽  
Lei Zhang ◽  
Xiaosong Hu ◽  
Zhenpo Wang ◽  
Torsten Wik ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Fractional Order ◽  
Lithium Ion ◽  
Lead Acid Batteries ◽  
Lead Acid
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