相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。A mesh-free method for interface problems using the deep learning approach
Zhongjian Wang et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2020)
Electrode Degradation in Lithium-Ion Batteries
Joshua P. Pender et al.
ACS NANO (2020)
Lithium ion battery electrolyte degradation of field-tested electric vehicle battery cells - A comprehensive analytical study
Jonas Henschel et al.
JOURNAL OF POWER SOURCES (2020)
Passive impedance spectroscopy for monitoring lithium-ion battery cells during vehicle operation
Bernhard Liebhart et al.
JOURNAL OF POWER SOURCES (2020)
Closed-loop optimization of fast-charging protocols for batteries with machine learning
Peter M. Attia et al.
NATURE (2020)
Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems
Elizabeth Qian et al.
PHYSICA D-NONLINEAR PHENOMENA (2020)
Learning the Physics of Pattern Formation from Images
Hongbo Zhao et al.
PHYSICAL REVIEW LETTERS (2020)
A Critical Review of Machine Learning of Energy Materials
Chi Chen et al.
ADVANCED ENERGY MATERIALS (2020)
Internal short circuit detection in Li-ion batteries using supervised machine learning
Arunava Naha et al.
SCIENTIFIC REPORTS (2020)
Artificial Neural Network-Based Multisensor Monitoring System for Collision Damage Assessment of Lithium-Ion Battery Cells
Jian Zhang et al.
ENERGY TECHNOLOGY (2020)
Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning
Yunwei Zhang et al.
NATURE COMMUNICATIONS (2020)
A novel embedded method for in-situ measuring internal multi-point temperatures of lithium ion batteries
Shengxin Zhu et al.
JOURNAL OF POWER SOURCES (2020)
Variational Auto-Regularized Alignment for Sim-to-Real Control
Martin Hwasser et al.
2020 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA) (2020)
A reliable approach of differentiating discrete sampled-data for battery diagnosis
Xuning Feng et al.
ETRANSPORTATION (2020)
Predicting the state of charge and health of batteries using data-driven machine learning
Man-Fai Ng et al.
NATURE MACHINE INTELLIGENCE (2020)
Modelling and experiments to identify high-risk failure scenarios for testing the safety of lithium-ion cells
Donal P. Finegan et al.
JOURNAL OF POWER SOURCES (2019)
Data-driven prediction of battery cycle life before capacity degradation
Kristen A. Severson et al.
NATURE ENERGY (2019)
Active learning of uniformly accurate interatomic potentials for materials simulation
Linfeng Zhang et al.
PHYSICAL REVIEW MATERIALS (2019)
Separation of predominant processes in electrochemical impedance spectra of lithium-ion batteries with nickel-manganese-cobalt cathodes
Pouyan Shafiei Sabet et al.
JOURNAL OF POWER SOURCES (2019)
Evolution of the Solid-Electrolyte Interphase on Carbonaceous Anodes Visualized by Atomic-Resolution Cryogenic Electron Microscopy
William Huang et al.
NANO LETTERS (2019)
Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
Yi Li et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2019)
Electrochemical Kinetics of SEI Growth on Carbon Black: Part II. Modeling
Supratim Das et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2019)
Li-ion Battery Reliability - A Case Study of the Apple iPhone®
Yongquan Sun et al.
IEEE ACCESS (2019)
A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images
Zhen Jia et al.
IEEE ACCESS (2019)
Modeling electrochemical impedance spectroscopy
Francesco Ciucci
CURRENT OPINION IN ELECTROCHEMISTRY (2019)
The Explosive Nature of Tab Burrs in Li-Ion Batteries
Xing-Yan Yao et al.
IEEE ACCESS (2019)
Operando Pressure Measurements Reveal Solid Electrolyte Interphase Growth to Rank Li-Ion Cell Performance
A. J. Louli et al.
JOULE (2019)
Data-Driven Safety Envelope of Lithium-Ion Batteries for Electric Vehicles
Wei Li et al.
JOULE (2019)
Analysis of Manufacturing-Induced Defects and Structural Deformations in Lithium-Ion Batteries Using Computed Tomography
Yi Wu et al.
ENERGIES (2018)
A look into the voltage plateau signal for detection and quantification of lithium plating in lithium-ion cells
Xiao-Guang Yang et al.
JOURNAL OF POWER SOURCES (2018)
A review of safety-focused mechanical modeling of commercial lithium-ion batteries
Juner Zhu et al.
JOURNAL OF POWER SOURCES (2018)
Analysis on the Fault Features for Internal Short Circuit Detection Using an Electrochemical-Thermal Coupled Model
X. Feng et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2018)
High-throughput density-functional perturbation theory phonons for inorganic materials
Guido Petretto et al.
SCIENTIFIC DATA (2018)
DGM: A deep learning algorithm for solving partial differential equations
Justin Sirignano et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2018)
State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach
Ephrem Chemali et al.
JOURNAL OF POWER SOURCES (2018)
Solving high-dimensional partial differential equations using deep learning
Jiequn Han et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)
Detecting the internal short circuit in large-format lithium-ion battery using model-based fault-diagnosis algorithm
Xuning Feng et al.
JOURNAL OF ENERGY STORAGE (2018)
Understanding Full-Cell Evolution and Non-chemical Electrode Crosstalk of Li-Ion Batteries
Kevin W. Knehr et al.
JOULE (2018)
Thermal runaway mechanism of lithium ion battery for electric vehicles: A review
Xuning Feng et al.
ENERGY STORAGE MATERIALS (2018)
Review-Dynamic Models of Li-Ion Batteries for Diagnosis and Operation: A Review and Perspective
Ulrike Krewer et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2018)
Characterising thermal runaway within lithium-ion cells by inducing and monitoring internal short circuits
Donal P. Finegan et al.
ENERGY & ENVIRONMENTAL SCIENCE (2017)
A Bayesian nonlinear random effects model for identification of defective batteries from lot samples
Edward Cripps et al.
JOURNAL OF POWER SOURCES (2017)
Failure statistics for commercial lithium ion batteries: A study of 24 pouch cells
Stephen J. Harris et al.
JOURNAL OF POWER SOURCES (2017)
Internal Short Circuit Trigger Method for Lithium-Ion Battery Based on Shape Memory Alloy
Mingxuan Zhang et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2017)
State of Charge and State of Health Estimation Using Electrochemical Acoustic Time of Flight Analysis
Greg Davies et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2017)
Volume, Pressure and Thickness Evolution of Li-Ion Pouch Cells with Silicon-Composite Negative Electrodes
A. J. Louli et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2017)
Multiphase Porous Electrode Theory
Raymond B. Smith et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2017)
In Situ Observation and Mathematical Modeling of Lithium Distribution within Graphite
Karen E. Thomas-Alyea et al.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2017)
Degradation of battery separators under charge-discharge cycles
X. Zhang et al.
RSC ADVANCES (2017)
The effect of external compressive loads on the cycle lifetime of lithium-ion pouch cells
Anup Barai et al.
JOURNAL OF ENERGY STORAGE (2017)
Online internal short circuit detection for a large format lithium ion battery
Xuning Feng et al.
APPLIED ENERGY (2016)
Safety focused modeling of lithium-ion batteries: A review
S. Abada et al.
JOURNAL OF POWER SOURCES (2016)
Origin and hysteresis of lithium compositional spatiodynamics within battery primary particles
Jongwoo Lim et al.
SCIENCE (2016)
Li-ion Battery Separators, Mechanical Integrity and Failure Mechanisms Leading to Soft and Hard Internal Shorts
Xiaowei Zhang et al.
SCIENTIFIC REPORTS (2016)
Lithium-ion cell-to-cell variation during battery electric vehicle operation
Simon F. Schuster et al.
JOURNAL OF POWER SOURCES (2015)
Thermal behavior and electrochemical heat generation in a commercial 40 Ah lithium ion pouch cell
Elke Schuster et al.
JOURNAL OF POWER SOURCES (2015)
Effect of Temperature on the Aging rate of Li Ion Battery Operating above Room Temperature
Feng Leng et al.
SCIENTIFIC REPORTS (2015)
Detection of Internal Defects in Lithium-Ion Batteries Using Lock-in Thermography
James B. Robinson et al.
ECS ELECTROCHEMISTRY LETTERS (2015)
Theory of Chemical Kinetics and Charge Transfer based on Nonequilibrium Thermodynamics
Martin Z. Bazant
ACCOUNTS OF CHEMICAL RESEARCH (2013)
分享论文
