State-of-health estimators coupled to a random forest approach for lithium-ion battery aging factor ranking

Remaining useful life prediction of lithium-ion battery based on improved cuckoo search particle filter and a novel state of charge estimation method

(2020) Xianghui Qiu et al.   JOURNAL OF POWER SOURCES

State-of-health estimation of lithium-ion battery based on fractional impedance model and interval capacity

(2020) Qingxia Yang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

The potential of Li-ion batteries in ECOWAS solar home systems

(2019) Boucar Diouf et al.   Journal of Energy Storage

Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network

(2019) Guijun Ma et al.   APPLIED ENERGY

Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review

(2019) Yi Li et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Developing a real-time data-driven battery health diagnosis method, using time and frequency domain condition indicators

(2019) S. Khaleghi et al.   APPLIED ENERGY

Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries

(2019) Sheng Shen et al.   APPLIED ENERGY

Synchronous estimation of state of health and remaining useful lifetime for lithium-ion battery using the incremental capacity and artificial neural networks

(2019) Shuzhi Zhang et al.   Journal of Energy Storage

Satellite lithium-ion battery remaining useful life estimation with an iterative updated RVM fused with the KF algorithm

(2018) Yuchen SONG et al.   Chinese Journal of Aeronautics

Incremental capacity analysis and differential voltage analysis based state of charge and capacity estimation for lithium-ion batteries

(2018) Linfeng Zheng et al.   ENERGY

A quick on-line state of health estimation method for Li-ion battery with incremental capacity curves processed by Gaussian filter

(2018) Yi Li et al.   JOURNAL OF POWER SOURCES

Investigating the error sources of the online state of charge estimation methods for lithium-ion batteries in electric vehicles

(2018) Yuejiu Zheng et al.   JOURNAL OF POWER SOURCES

Progress in solid electrolytes toward realizing solid-state lithium batteries

(2018) Kazunori Takada   JOURNAL OF POWER SOURCES

Economic implications of lithium ion battery degradation for Vehicle-to-Grid (V2X) services

(2018) Andrew W. Thompson   JOURNAL OF POWER SOURCES

Metal organic framework laden poly(ethylene oxide) based composite electrolytes for all-solid-state Li-S and Li-metal polymer batteries

(2018) Shruti Suriyakumar et al.   ELECTROCHIMICA ACTA

A critical review on self-adaptive Li-ion battery ageing models

(2018) M. Lucu et al.   JOURNAL OF POWER SOURCES

Health conscious fast charging of Li-ion batteries via a single particle model with aging mechanisms

(2018) Xianke Lin et al.   JOURNAL OF POWER SOURCES

Lithium-ion battery state of health estimation with short-term current pulse test and support vector machine

(2018) Jinhao Meng et al.   MICROELECTRONICS RELIABILITY

Random forest regression for online capacity estimation of lithium-ion batteries

(2018) Yi Li et al.   APPLIED ENERGY

Poly(ethylene oxide) reinforced Li6PS5Cl composite solid electrolyte for all-solid-state lithium battery: Enhanced electrochemical performance, mechanical property and interfacial stability

(2018) Jun Zhang et al.   JOURNAL OF POWER SOURCES

A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction

(2018) Peiyao Guo et al.   JOURNAL OF POWER SOURCES

Battery degradation and behaviour for electric vehicles: Review and numerical analyses of several models

(2017) Samuel Pelletier et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

State-of-health estimation of lithium-ion battery packs in electric vehicles based on genetic resampling particle filter

(2016) Jun Bi et al.   APPLIED ENERGY

On-board state of health estimation of LiFePO4 battery pack through differential voltage analysis

(2016) Limei Wang et al.   APPLIED ENERGY

Development of an empirical aging model for Li-ion batteries and application to assess the impact of Vehicle-to-Grid strategies on battery lifetime

(2016) Martin Petit et al.   APPLIED ENERGY

Calendar Aging of NCA Lithium-Ion Batteries Investigated by Differential Voltage Analysis and Coulomb Tracking

(2016) Peter Keil et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Critical review of state of health estimation methods of Li-ion batteries for real applications

(2016) M. Berecibar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Performance comparison of four lithium–ion battery technologies under calendar aging

(2015) Akram Eddahech et al.   ENERGY

Determination of lithium-ion battery state-of-health based on constant-voltage charge phase

(2014) Akram Eddahech et al.   JOURNAL OF POWER SOURCES

Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application

(2012) Wladislaw Waag et al.   APPLIED ENERGY

Advanced mathematical methods of SOC and SOH estimation for lithium-ion batteries

(2012) Dave Andre et al.   JOURNAL OF POWER SOURCES

Ageing monitoring of lithium-ion cell during power cycling tests

(2011) A. Eddahech et al.   MICROELECTRONICS RELIABILITY

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS