Data-driven prediction of battery cycle life before capacity degradation

Lithium-ion battery remaining useful life prediction with Box-Cox transformation and Monte Carlo simulation

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Gaussian Process Regression for In-situ Capacity Estimation of Lithium-ion Batteries

(2018) Robert R. Richardson et al.   IEEE Transactions on Industrial Informatics

Long short-term memory recurrent neural network for remaining useful life prediction of lithium-ion batteries

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Performance and cost of materials for lithium-based rechargeable automotive batteries

(2018) Richard Schmuch et al.   Nature Energy

Planning chemical syntheses with deep neural networks and symbolic AI

(2018) Marwin H. S. Segler et al.   NATURE

Holistic computational structure screening of more than 12 000 candidates for solid lithium-ion conductor materials

(2017) Austin D. Sendek et al.   Energy & Environmental Science

Operando lithium plating quantification and early detection of a commercial LiFePO 4 cell cycled under dynamic driving schedule

(2017) D. Anseán et al.   JOURNAL OF POWER SOURCES

Differential voltage analysis as a tool for analyzing inhomogeneous aging: A case study for LiFePO 4 |Graphite cylindrical cells

(2017) Meinert Lewerenz et al.   JOURNAL OF POWER SOURCES

Enabling fast charging – A battery technology gap assessment

(2017) Shabbir Ahmed et al.   JOURNAL OF POWER SOURCES

Systematic aging of commercial LiFePO 4 |Graphite cylindrical cells including a theory explaining rise of capacity during aging

(2017) Meinert Lewerenz et al.   JOURNAL OF POWER SOURCES

Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging

(2017) Xiao-Guang Yang et al.   JOURNAL OF POWER SOURCES

Failure statistics for commercial lithium ion batteries: A study of 24 pouch cells

(2017) Stephen J. Harris et al.   JOURNAL OF POWER SOURCES

Degradation diagnostics for lithium ion cells

(2017) Christoph R. Birkl et al.   JOURNAL OF POWER SOURCES

Machine-Learning Methods Enable Exhaustive Searches for Active Bimetallic Facets and Reveal Active Site Motifs for CO2 Reduction

(2017) Zachary W. Ulissi et al.   ACS Catalysis

State of health estimation algorithm of LiFePO4 battery packs based on differential voltage curves for battery management system application

(2016) Maitane Berecibar et al.   ENERGY

Online state of health estimation on NMC cells based on predictive analytics

(2016) Maitane Berecibar et al.   JOURNAL OF POWER SOURCES

Fast charging technique for high power LiFePO 4 batteries: A mechanistic analysis of aging

(2016) D. Anseán et al.   JOURNAL OF POWER SOURCES

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

High-throughput computational design of cathode coatings for Li-ion batteries

(2016) Muratahan Aykol et al.   Nature Communications

Review of the Remaining Useful Life Prognostics of Vehicle Lithium-Ion Batteries Using Data-Driven Methodologies

(2016) Lifeng Wu et al.   Applied Sciences-Basel

A general-purpose machine learning framework for predicting properties of inorganic materials

(2016) Logan Ward et al.   npj Computational Materials

Capacity and power fade cycle-life model for plug-in hybrid electric vehicle lithium-ion battery cells containing blended spinel and layered-oxide positive electrodes

(2015) Andrea Cordoba-Arenas et al.   JOURNAL OF POWER SOURCES

Lithium-ion cell-to-cell variation during battery electric vehicle operation

(2015) Simon F. Schuster et al.   JOURNAL OF POWER SOURCES

Influence of Cell Design on Temperatures and Temperature Gradients in Lithium-Ion Cells: An In Operando Study

(2015) T. Waldmann et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Rapidly falling costs of battery packs for electric vehicles

(2015) Björn Nykvist et al.   Nature Climate Change

Method for estimating capacity and predicting remaining useful life of lithium-ion battery

(2014) Chao Hu et al.   APPLIED ENERGY

Understanding Lithium Inventory Loss and Sudden Performance Fade in Cylindrical Cells during Cycling with Deep-Discharge Steps

(2014) E. Sarasketa-Zabala et al.   Journal of Physical Chemistry C

State-of-health monitoring of 18650 4S packs with a single-point impedance diagnostic

(2014) Corey T. Love et al.   JOURNAL OF POWER SOURCES

Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles

(2014) Wladislaw Waag et al.   JOURNAL OF POWER SOURCES

A Mechanical Aging Mechanism in Lithium-Ion Batteries

(2014) T. Waldmann et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Understanding Anomalous Behavior in Coulombic Efficiency Measurements on Li-Ion Batteries

(2014) Balazs Gyenes et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Effects of Inhomogeneities—Nanoscale to Mesoscale—on the Durability of Li-Ion Batteries

(2013) Stephen J. Harris et al.   Journal of Physical Chemistry C

Analysis of ageing inhomogeneities in lithium-ion battery systems

(2013) Sebastian Paul et al.   JOURNAL OF POWER SOURCES

Production caused variation in capacity aging trend and correlation to initial cell performance

(2013) Thorsten Baumhöfer et al.   JOURNAL OF POWER SOURCES

Predicting and Extending the Lifetime of Li-Ion Batteries

(2013) J. C. Burns et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

(2013) Anubhav Jain et al.   APL Materials

Synthesize battery degradation modes via a diagnostic and prognostic model

(2012) Matthieu Dubarry et al.   JOURNAL OF POWER SOURCES

Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods

(2012) Adnan Nuhic et al.   JOURNAL OF POWER SOURCES

Theory of SEI Formation in Rechargeable Batteries: Capacity Fade, Accelerated Aging and Lifetime Prediction

(2012) Matthew B. Pinson et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Remaining useful life prediction of lithium-ion battery with unscented particle filter technique

(2012) Qiang Miao et al.   MICROELECTRONICS RELIABILITY

High-Precision Differential Capacity Analysis of LiMn2O4/graphite Cells

(2011) A. J. Smith et al.   ELECTROCHEMICAL AND SOLID STATE LETTERS

Evaluation of Effects of Additives in Wound Li-Ion Cells Through High Precision Coulometry

(2011) J. C. Burns et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Parameter Estimation and Capacity Fade Analysis of Lithium-Ion Batteries Using Reformulated Models

(2011) Venkatasailanathan Ramadesigan et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Aging of a Commercial Graphite/LiFePO4 Cell

(2011) M. Safari et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Modeling and Simulation of Lithium-Ion Batteries from a Systems Engineering Perspective

(2011) Venkatasailanathan Ramadesigan et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Electrical Energy Storage for the Grid: A Battery of Choices

(2011) B. Dunn et al.   SCIENCE

Remaining useful life estimation – A review on the statistical data driven approaches

(2010) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Aging Mechanisms of LiFePO[sub 4] Batteries Deduced by Electrochemical and Structural Analyses

(2010) Ping Liu et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Lithium-ion battery cell degradation resulting from realistic vehicle and vehicle-to-grid utilization

(2009) Scott B. Peterson et al.   JOURNAL OF POWER SOURCES

Comparison of prognostic algorithms for estimating remaining useful life of batteries

(2009) Bhaskar Saha et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Capacity fade analysis of a lithium ion cell

(2008) Qi Zhang et al.   JOURNAL OF POWER SOURCES