Designed high-performance lithium-ion battery electrodes using a novel hybrid model-data driven approach
出版年份 2021 全文链接
标题
Designed high-performance lithium-ion battery electrodes using a novel hybrid model-data driven approach
作者
关键词
Lithium-ion batteries, Electrode design, Next-generation energy devices, Battery model, CHAIN
出版物
Energy Storage Materials
Volume -, Issue -, Pages -
出版商
Elsevier BV
发表日期
2021-01-22
DOI
10.1016/j.ensm.2021.01.007
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- New Concepts in Electrolytes
- (2020) Matthew Li et al. CHEMICAL REVIEWS
- Lithium–Oxygen Batteries and Related Systems: Potential, Status, and Future
- (2020) Won-Jin Kwak et al. CHEMICAL REVIEWS
- Electrode scale and electrolyte transport effects on extreme fast charging of lithium-ion cells
- (2020) Andrew M. Colclasure et al. ELECTROCHIMICA ACTA
- Three-dimensional cathode with periodically aligned microchannels for improving volumetric energy density of lithium-ion batteries
- (2020) Huisu Jeong et al. JOURNAL OF POWER SOURCES
- Closed-loop optimization of fast-charging protocols for batteries with machine learning
- (2020) Peter M. Attia et al. NATURE
- Atomic-scale structural evolution of electrode materials in Li-ion batteries: a review
- (2020) Yi-Ru Ji et al. RARE METALS
- 4D imaging of lithium-batteries using correlative neutron and X-ray tomography with a virtual unrolling technique
- (2020) Ralf F. Ziesche et al. Nature Communications
- 3D Vertically Aligned Li Metal Anodes with Ultrahigh Cycling Currents and Capacities of 10 mA cm −2 /20 mAh cm −2 Realized by Selective Nucleation within Microchannel Walls
- (2020) Xuejie Gao et al. Advanced Energy Materials
- Recent Progress in Solid Electrolytes for Energy Storage Devices
- (2020) Tingting Ye et al. ADVANCED FUNCTIONAL MATERIALS
- A 2D Titanium Carbide MXene Flexible Electrode for High‐Efficiency Light‐Emitting Diodes
- (2020) Soyeong Ahn et al. ADVANCED MATERIALS
- Toward Designing Highly Conductive Polymer Electrolytes by Machine Learning Assisted Coarse-Grained Molecular Dynamics
- (2020) Yanming Wang et al. CHEMISTRY OF MATERIALS
- MXenes – The fastest growing materials family in the two-dimensional world
- (2020) Bin Xu et al. CHINESE CHEMICAL LETTERS
- Bringing forward the development of battery cells for automotive applications: Perspective of R&D activities in China, Japan, the EU and the USA
- (2020) Mario Marinaro et al. JOURNAL OF POWER SOURCES
- A reflection on lithium-ion battery cathode chemistry
- (2020) Arumugam Manthiram Nature Communications
- Enhanced performance of solid-state lithium-air batteries with continuous 3D garnet network added composite polymer electrolyte
- (2020) Shidong Song et al. JOURNAL OF POWER SOURCES
- Using chronoamperometry to rapidly measure and quantitatively analyse rate-performance in battery electrodes
- (2020) Ruiyuan Tian et al. JOURNAL OF POWER SOURCES
- Engineering the interface for promoting ionic/electronic transmission of organic flexible supercapacitors with high volumetric energy density
- (2020) Shuai Zou et al. JOURNAL OF POWER SOURCES
- Diagnosing and correcting anode-free cell failure via electrolyte and morphological analysis
- (2020) A. J. Louli et al. Nature Energy
- Recent progress in developing Li2S cathodes for Li–S batteries
- (2020) Shiqi Li et al. Energy Storage Materials
- Machine learning assisted materials design and discovery for rechargeable batteries
- (2020) Yue Liu et al. Energy Storage Materials
- Taking MXenes from the lab to commercial products
- (2020) Christopher E. Shuck et al. CHEMICAL ENGINEERING JOURNAL
- Designer uniform Li plating/stripping through lithium–cobalt alloying hierarchical scaffolds for scalable high-performance lithium-metal anodes
- (2020) Xinhua Liu et al. Journal of Energy Chemistry
- Challenges and opportunities toward fast-charging of lithium-ion batteries
- (2020) Wenlong Xie et al. Journal of Energy Storage
- Scalable Manufacturing of Large and Flexible Sheets of MXene/Graphene Heterostructures
- (2019) Meng-Qiang Zhao et al. Advanced Materials Technologies
- Data-driven prediction of battery cycle life before capacity degradation
- (2019) Kristen A. Severson et al. Nature Energy
- Pathways for practical high-energy long-cycling lithium metal batteries
- (2019) Jun Liu et al. Nature Energy
- Fast Charging Lithium Batteries: Recent Progress and Future Prospects
- (2019) Gao‐Long Zhu et al. Small
- Modeling of lithium plating and lithium stripping in lithium-ion batteries
- (2019) Christian von Lüders et al. JOURNAL OF POWER SOURCES
- A Critical Review on Functionalization of Air-Cathodes for Nonaqueous Li-O2 Batteries
- (2019) Moran Balaish et al. ADVANCED FUNCTIONAL MATERIALS
- Quantifying Reaction and Rate Heterogeneity in Battery Electrodes in 3D through Operando X-ray Diffraction Computed Tomography
- (2019) Hao Liu et al. ACS Applied Materials & Interfaces
- Rational design of multi-functional CoS@rGO composite for performance enhanced Li-S cathode
- (2019) Cong Gao et al. JOURNAL OF POWER SOURCES
- Spatially Resolving Lithiation in Silicon–Graphite Composite Electrodes via in Situ High-Energy X-ray Diffraction Computed Tomography
- (2019) Donal P. Finegan et al. NANO LETTERS
- Vertically-aligned nanostructures for electrochemical energy storage
- (2019) Xue Wang et al. Nano Research
- Three-Dimensional Garnet Framework-Reinforced Solid Composite Electrolytes with High Lithium-Ion Conductivity and Excellent Stability
- (2019) Zhuo Li et al. ACS Applied Materials & Interfaces
- Investigating the thermal runaway mechanisms of lithium-ion batteries based on thermal analysis database
- (2019) Xuning Feng et al. APPLIED ENERGY
- An experimental and analytical study of thermal runaway propagation in a large format lithium ion battery module with NCM pouch-cells in parallel
- (2019) Shang Gao et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Improving the graphite/electrolyte interface in lithium-ion battery for fast charging and low temperature operation: Fluorosulfonyl isocyanate as electrolyte additive
- (2019) Junli Shi et al. JOURNAL OF POWER SOURCES
- Developments in X-ray tomography characterization for electrochemical devices
- (2019) Thomas M.M. Heenan et al. Materials Today
- A stable artificial protective layer for high capacity dendrite-free lithium metal anode
- (2019) Zhipeng Wen et al. Nano Research
- Quantifying the factors limiting rate performance in battery electrodes
- (2019) Ruiyuan Tian et al. Nature Communications
- Thick Electrode Batteries: Principles, Opportunities, and Challenges
- (2019) Yudi Kuang et al. Advanced Energy Materials
- Quantifying the Trade‐Off between Absolute Capacity and Rate Performance in Battery Electrodes
- (2019) Sang‐Hoon Park et al. Advanced Energy Materials
- High areal capacity battery electrodes enabled by segregated nanotube networks
- (2019) Sang-Hoon Park et al. Nature Energy
- Make more digital twins
- (2019) Fei Tao et al. NATURE
- Fundamentals of inorganic solid-state electrolytes for batteries
- (2019) Theodosios Famprikis et al. NATURE MATERIALS
- Macroscopic Carbon Nanotube Structures for Lithium Batteries
- (2019) Yufeng Luo et al. Small
- 3D pomegranate-like structures of porous carbon microspheres self-assembled by hollow thin-walled highly-graphitized nanoballs as sulfur immobilizers for Li–S batteries
- (2019) Shengnan Liu et al. Nano Energy
- Thermal Runaway Triggered by Plated Lithium on the Anode after Fast Charging
- (2019) Yalun Li et al. ACS Applied Materials & Interfaces
- Electrolyte Regulation towards Stable Lithium Metal Anode in Lithium-Sulfur Batteries with Sulfurized Polyacrylonitrile Cathode
- (2019) Wei-Jing Chen et al. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
- Aerosol-assisted synthesis of porous and hollow carbon-carbon nanotube composite microspheres as sulfur host materials for high-performance Li-S batteries
- (2019) Gi Dae Park et al. APPLIED SURFACE SCIENCE
- Liquid-exfoliated graphene as highly efficient conductive additives for cathodes in lithium ion batteries
- (2019) Jingshi Wang et al. CARBON
- Electrochemical Thermal-Mechanical Modelling of Stress Inhomogeneity in Lithium-Ion Pouch Cells
- (2019) Weilong Ai et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Promoting Transport Kinetics in Li-Ion Battery with Aligned Porous Electrode Architectures
- (2019) Xiao Zhang et al. NANO LETTERS
- Operando probing ion and electron transport in porous electrodes
- (2019) Singyuk Hou et al. Nano Energy
- Design and interface optimization of a sandwich-structured cathode for lithium-sulfur batteries
- (2019) Wei Yuan et al. CHEMICAL ENGINEERING JOURNAL
- 3D printing nanocomposite gel-based thick electrode enabling both high areal capacity and rate performance for lithium-ion battery
- (2019) Chuang Sun et al. CHEMICAL ENGINEERING JOURNAL
- An electrolyte additive capable of scavenging HF and PF5 enables fast charging of lithium-ion batteries in LiPF6-based electrolytes
- (2019) Jung-Gu Han et al. JOURNAL OF POWER SOURCES
- The intrinsic behavior of lithium fluoride in solid electrolyte interphases on lithium
- (2019) Mingfu He et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Cloud manufacturing paradigm with ubiquitous robotic system for product customization
- (2019) Zhinan Zhang et al. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING
- Toward Optimal Performance and In-Depth Understanding of Spinel Li4 Ti5 O12 Electrodes through Phase Field Modeling
- (2018) Alexandros Vasileiadis et al. ADVANCED FUNCTIONAL MATERIALS
- MoS2 -on-MXene Heterostructures as Highly Reversible Anode Materials for Lithium-Ion Batteries
- (2018) Chi Chen et al. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
- Model-based thermal runaway prediction of lithium-ion batteries from kinetics analysis of cell components
- (2018) Dongsheng Ren et al. APPLIED ENERGY
- A highly stabilized nickel-rich cathode material by nanoscale epitaxy control for high-energy lithium-ion batteries
- (2018) Junhyeok Kim et al. Energy & Environmental Science
- In situ encapsulation of tin oxide and cobalt oxide composite in porous carbon for high-performance energy storage applications
- (2018) Bhupender Pal et al. JOURNAL OF ELECTROANALYTICAL CHEMISTRY
- Imaging of the Li spatial distribution within V 2 O 5 cathode in a coin cell by neutron computed tomography
- (2018) Yuxuan Zhang et al. JOURNAL OF POWER SOURCES
- Li plating as unwanted side reaction in commercial Li-ion cells – A review
- (2018) Thomas Waldmann et al. JOURNAL OF POWER SOURCES
- Factors Limiting Li + Charge Transfer Kinetics in Li-Ion Batteries
- (2018) T. Richard Jow et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Investigation of Lithium Plating-Stripping Process in Li-Ion Batteries at Low Temperature Using an Electrochemical Model
- (2018) Dongsheng Ren et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Three-Dimensional, Solid-State Mixed Electron–Ion Conductive Framework for Lithium Metal Anode
- (2018) Shaomao Xu et al. NANO LETTERS
- Rechargeable solid-state Li-air batteries: a status report
- (2018) Chu-Shu Yang et al. RARE METALS
- The lithium-ion battery: State of the art and future perspectives
- (2018) Ghassan Zubi et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Recent Progress of the Solid-State Electrolytes for High-Energy Metal-Based Batteries
- (2018) Lei Fan et al. Advanced Energy Materials
- Stabilization of a High-Capacity and High-Power Nickel-Based Cathode for Li-Ion Batteries
- (2018) Xiaoqiao Zeng et al. Chem
- Review on modeling of the anode solid electrolyte interphase (SEI) for lithium-ion batteries
- (2018) Aiping Wang et al. npj Computational Materials
- Advanced 3D Current Collectors for Lithium-Based Batteries
- (2018) Song Jin et al. ADVANCED MATERIALS
- Revealing the Rate-Limiting Li-Ion Diffusion Pathway in Ultrathick Electrodes for Li-Ion Batteries
- (2018) Han Gao et al. Journal of Physical Chemistry Letters
- State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach
- (2018) Ephrem Chemali et al. JOURNAL OF POWER SOURCES
- Effects of Polymer Coatings on Electrodeposited Lithium Metal
- (2018) Jeffrey Lopez et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Quantifying Tortuosity of Porous Li-Ion Battery Electrodes: Comparing Polarization-Interrupt and Blocking-Electrolyte Methods
- (2018) Fezzeh Pouraghajan et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Machine learning for molecular and materials science
- (2018) Keith T. Butler et al. NATURE
- Thickness-independent capacitance of vertically aligned liquid-crystalline MXenes
- (2018) Yu Xia et al. NATURE
- Chinese knot-like electrode design for advanced Li-S batteries
- (2018) Chunlong Dai et al. Nano Energy
- 3D-Printed Graphene Oxide Framework with Thermal Shock Synthesized Nanoparticles for Li-CO2 Batteries
- (2018) Yun Qiao et al. ADVANCED FUNCTIONAL MATERIALS
- Guiding Uniform Li Plating/Stripping through Lithium-Aluminum Alloying Medium for Long-Life Li Metal Batteries
- (2018) Huan Ye et al. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
- Before Li Ion Batteries
- (2018) Martin Winter et al. CHEMICAL REVIEWS
- Cationic Surfactant-Based Electrolyte Additives for Uniform Lithium Deposition via Lithiophobic Repulsion Mechanisms
- (2018) Hongliu Dai et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- An ion redistributor for dendrite-free lithium metal anodes
- (2018) Chen-Zi Zhao et al. Science Advances
- Polar and conductive iron carbide@N-doped porous carbon nanosheets as a sulfur host for high performance lithium sulfur batteries
- (2018) Yazhou Wang et al. CHEMICAL ENGINEERING JOURNAL
- Composite solid electrolytes for all-solid-state lithium batteries
- (2018) Mahmut Dirican et al. MATERIALS SCIENCE & ENGINEERING R-REPORTS
- 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
- Digital twin-driven product design, manufacturing and service with big data
- (2017) Fei Tao et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Li(Ni,Co,Al)O2 Cathode Delithiation: A Combination of Topological Analysis, Density Functional Theory, Neutron Diffraction, and Machine Learning Techniques
- (2017) Roman A. Eremin et al. Journal of Physical Chemistry C
- Enabling fast charging – A battery technology gap assessment
- (2017) Shabbir Ahmed 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
- An electrochemical-thermal coupled overcharge-to-thermal-runaway model for lithium ion battery
- (2017) Dongsheng Ren et al. JOURNAL OF POWER SOURCES
- Degradation diagnostics for lithium ion cells
- (2017) Christoph R. Birkl et al. JOURNAL OF POWER SOURCES
- Review—Electrodeposition of Nanostructured Materials from Aqueous, Organic and Ionic Liquid Electrolytes for Li-Ion and Na-Ion Batteries: A Comparative Review
- (2017) Abhishek Lahiri et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- A carbon-based 3D current collector with surface protection for Li metal anode
- (2017) Ying Zhang et al. Nano Research
- Charge delivery goes the distance
- (2017) Hui-Ming Cheng et al. SCIENCE
- Three-dimensional holey-graphene/niobia composite architectures for ultrahigh-rate energy storage
- (2017) Hongtao Sun et al. SCIENCE
- Intragranular cracking as a critical barrier for high-voltage usage of layer-structured cathode for lithium-ion batteries
- (2017) Pengfei Yan et al. Nature Communications
- Hierarchically Porous, Ultrathick, “Breathable” Wood-Derived Cathode for Lithium-Oxygen Batteries
- (2017) Huiyu Song et al. Advanced Energy Materials
- Enabling high-volumetric-energy-density supercapacitors: designing open, low-tortuosity heteroatom-doped porous carbon-tube bundle electrodes
- (2017) Jing Zhao et al. Journal of Materials Chemistry A
- 3D printing technologies for electrochemical energy storage
- (2017) Feng Zhang et al. Nano Energy
- Highly compressible, binderless and ultrathick holey graphene-based electrode architectures
- (2017) Steven D. Lacey et al. Nano Energy
- Making Li-metal electrodes rechargeable by controlling the dendrite growth direction
- (2017) Yadong Liu et al. Nature Energy
- Electrolyte additive enabled fast charging and stable cycling lithium metal batteries
- (2017) Jianming Zheng et al. Nature Energy
- Lithium battery chemistries enabled by solid-state electrolytes
- (2017) Arumugam Manthiram et al. Nature Reviews Materials
- Supercapacitor Electrodes Based on High-Purity Electrospun Polyaniline and Polyaniline–Carbon Nanotube Nanofibers
- (2016) Silas K. Simotwo et al. ACS Applied Materials & Interfaces
- Graphene Oxide-Based Electrode Inks for 3D-Printed Lithium-Ion Batteries
- (2016) Kun Fu et al. ADVANCED MATERIALS
- How a very trace amount of graphene additive works for constructing an efficient conductive network in LiCoO 2 -based lithium-ion batteries
- (2016) Rui Tang et al. CARBON
- Multi-scale computation methods: Their applications in lithium-ion battery research and development
- (2016) Siqi Shi et al. Chinese Physics B
- A computational intelligence scheme for estimating electrical conductivity of ternary mixtures containing ionic liquids
- (2016) Mohsen Hosseinzadeh et al. JOURNAL OF MOLECULAR LIQUIDS
- Multiscale modeling of lithium-ion battery electrodes based on nano-scale X-ray computed tomography
- (2016) Ali Ghorbani Kashkooli et al. JOURNAL OF POWER SOURCES
- Relating the 3D electrode morphology to Li-ion battery performance; a case for LiFePO 4
- (2016) Zhao Liu et al. JOURNAL OF POWER SOURCES
- Thick electrodes for Li-ion batteries: A model based analysis
- (2016) Timo Danner et al. JOURNAL OF POWER SOURCES
- Enhanced Imaging of Lithium Ion Battery Electrode Materials
- (2016) Moshiel Biton et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Interplay of Operational Parameters on Lithium Deposition in Lithium-Ion Cells: Systematic Measurements with Reconstructed 3-Electrode Pouch Full Cells
- (2016) Thomas Waldmann et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- The Development and Future of Lithium Ion Batteries
- (2016) George E. Blomgren JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Reduced Graphene Oxide Films with Ultrahigh Conductivity as Li-Ion Battery Current Collectors
- (2016) Yanan Chen et al. NANO LETTERS
- Biomimetic Ant-Nest Electrode Structures for High Sulfur Ratio Lithium–Sulfur Batteries
- (2016) Guo Ai et al. NANO LETTERS
- Layer-by-layer assembled (high-energy carbon nanotube/conductive carbon nanotube)n nanocomposites for high volumetric capacitance supercapacitor electrodes
- (2016) Dongyeeb Shin et al. RSC Advances
- Magnetically aligned graphite electrodes for high-rate performance Li-ion batteries
- (2016) Juliette Billaud et al. Nature Energy
- High-performance battery electrodes via magnetic templating
- (2016) J. S. Sander et al. Nature Energy
- Characterization of penetration induced thermal runaway propagation process within a large format lithium ion battery module
- (2015) Xuning Feng et al. JOURNAL OF POWER SOURCES
- Correlating Microstructural Lithium Metal Growth with Electrolyte Salt Depletion in Lithium Batteries Using 7Li MRI
- (2015) Hee Jung Chang et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Thick Electrodes for High Energy Lithium Ion Batteries
- (2015) M. Singh et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Optimizing Areal Capacities through Understanding the Limitations of Lithium-Ion Electrodes
- (2015) Kevin G. Gallagher et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- In-operando high-speed tomography of lithium-ion batteries during thermal runaway
- (2015) Donal P. Finegan et al. Nature Communications
- High rate and stable cycling of lithium metal anode
- (2015) Jiangfeng Qian et al. Nature Communications
- A “non-linear” quantitative structure–property relationship for the prediction of electrical conductivity of ionic liquids
- (2013) Farhad Gharagheizi et al. CHEMICAL ENGINEERING SCIENCE
- Lithium metal anodes for rechargeable batteries
- (2013) Wu Xu et al. Energy & Environmental Science
- Smart manufacturing, manufacturing intelligence and demand-dynamic performance
- (2012) Jim Davis et al. COMPUTERS & CHEMICAL ENGINEERING
- FIB/SEM-based calculation of tortuosity in a porous LiCoO2 cathode for a Li-ion battery
- (2012) T. Hutzenlaub et al. ELECTROCHEMISTRY COMMUNICATIONS
- The effect of local current density on electrode design for lithium-ion batteries
- (2012) Ming Wang et al. JOURNAL OF POWER SOURCES
- Model-based simultaneous optimization of multiple design parameters for lithium-ion batteries for maximization of energy density
- (2012) Sumitava De et al. JOURNAL OF POWER SOURCES
- Investigation of the active thickness of solid oxide fuel cell electrodes using a 3D microstructure model
- (2011) Qiong Cai et al. ELECTROCHIMICA ACTA
- Lithium-ion batteries. A look into the future
- (2011) Bruno Scrosati et al. Energy & Environmental Science
- Using artificial neural network to predict the ternary electrical conductivity of ionic liquid systems
- (2011) Ali Zeinolabedini Hezave et al. FLUID PHASE EQUILIBRIA
- Li–O2 and Li–S batteries with high energy storage
- (2011) Peter G. Bruce et al. NATURE MATERIALS
- A review of the features and analyses of the solid electrolyte interphase in Li-ion batteries
- (2010) Pallavi Verma et al. ELECTROCHIMICA ACTA
- Ionic-liquid materials for the electrochemical challenges of the future
- (2009) Michel Armand et al. NATURE MATERIALS
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