Learning Optimal Forms of Constitutive Relations Characterizing Ion Intercalation from Data in Mathematical Models of Lithium-Ion Batteries
暂无分享,去创建一个
[1] J. Foster,et al. A continuum model for lithium plating and dendrite formation in lithium-ion batteries: Formulation and validation against experiment , 2023, Journal of Energy Storage.
[2] J. Cabana,et al. Unconventional Charge Transport in MgCr2O4 and Implications for Battery Intercalation Hosts. , 2022, Journal of the American Chemical Society.
[3] Shuru Chen,et al. Cation Mixing and Capacity Loss in Li||Ni0.6Mn0.2Co0.2O2 Cells: Experimental Investigation and Application of the Multi-Site, Multi-Reaction Model , 2022, Frontiers in Energy Research.
[4] Thomas M. M. Heenan,et al. Asphericity Can Cause Nonuniform Lithium Intercalation in Battery Active Particles , 2022, ACS Energy Letters.
[5] D. Howey,et al. Review of parameterisation and a novel database (LiionDB) for continuum Li-ion battery models , 2022, Progress in Energy.
[6] C. Delacourt,et al. Mathematical Modeling of Energy-Dense NMC Electrodes: I. Determination of Input Parameters , 2022, Journal of The Electrochemical Society.
[7] M. Marinescu,et al. Lithium-ion battery degradation: how to model it. , 2021, Physical chemistry chemical physics : PCCP.
[8] B. Balcom,et al. Transient lithium metal plating on graphite: Operando 7Li nuclear magnetic resonance investigation of a battery cell using a novel RF probe , 2021, Carbon.
[9] D. Howey,et al. Parameterising continuum level Li-ion battery models&the LiionDB database , 2021, 2110.09879.
[10] Z. Seh,et al. Machine Learning: An Advanced Platform for Materials Development and State Prediction in Lithium‐Ion Batteries , 2021, Advanced materials.
[11] B. Polzin,et al. Quantifying Negative Effects of Carbon-Binder Networks from Electrochemical Performance of Porous Li-Ion Electrodes , 2021, Journal of The Electrochemical Society.
[12] M. Stadermann,et al. Unraveling the Ion Adsorption Kinetics in Microporous Carbon Electrodes: A Multiscale Quantum-Continuum Simulation and Experimental Approach. , 2021, ACS applied materials & interfaces.
[13] Bartosz Protas,et al. On Uncertainty Quantification in the Parametrization of Newman-Type Models of Lithium-Ion Batteries , 2021, 2104.05805.
[14] G. Richardson,et al. DandeLiion v1: An Extremely Fast Solver for the Newman Model of Lithium-Ion Battery (Dis)charge , 2021, Journal of The Electrochemical Society.
[15] A. J. Wain,et al. The Butler-Volmer equation in electrochemical theory: Origins, value, and practical application , 2020 .
[16] Venkatasubramanian Viswanathan,et al. An accurate machine-learning calculator for optimization of Li-ion battery cathodes. , 2020, The Journal of chemical physics.
[17] W. Ko,et al. Discerning models of phase transformations in porous graphite electrodes: Insights from inverse modelling based on MRI measurements , 2020 .
[18] M. Marinescu,et al. Physical Origin of the Differential Voltage Minimum Associated with Lithium Plating in Li-Ion Batteries , 2020, Journal of The Electrochemical Society.
[19] M. Wohlfahrt‐Mehrens,et al. Influence of Conductive Additives and Binder on the Impedance of Lithium-Ion Battery Electrodes: Effect of Morphology , 2020 .
[20] Victor E. Brunini,et al. Electrode Mesoscale as a Collection of Particles: Coupled Electrochemical and Mechanical Analysis of NMC Cathodes , 2020 .
[21] C. Please,et al. Charge transport modelling of Lithium-ion batteries , 2020, European Journal of Applied Mathematics.
[22] Andrew M. Colclasure,et al. Fingerprinting Redox Heterogeneity in Electrodes during Extreme Fast Charging , 2019, Journal of The Electrochemical Society.
[23] R. Ranom,et al. Generalised single particle models for high-rate operation of graded lithium-ion electrodes: Systematic derivation and validation , 2019, Electrochimica Acta.
[24] Scott G. Marquis,et al. An Asymptotic Derivation of a Single Particle Model with Electrolyte , 2019, Journal of The Electrochemical Society.
[25] G. Richardson,et al. Incorporating Dendrite Growth into Continuum Models of Electrolytes: Insights from NMR Measurements and Inverse Modeling , 2019, Journal of The Electrochemical Society.
[26] Zhaohua Yang,et al. A Review of Lithium-Ion Battery for Electric Vehicle Applications and Beyond , 2019, Energy Procedia.
[27] Dirk Uwe Sauer,et al. Full Cell Parameterization of a High-Power Lithium-Ion Battery for a Physico-Chemical Model: Part I. Physical and Electrochemical Parameters , 2018 .
[28] Ali Emadi,et al. State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach , 2018, Journal of Power Sources.
[29] Shanhai Ge,et al. A look into the voltage plateau signal for detection and quantification of lithium plating in lithium-ion cells , 2018, Journal of Power Sources.
[30] G. Richardson,et al. The effect of ionic aggregates on the transport of charged species in lithium electrolyte solutions , 2018 .
[31] Bartosz Protas,et al. Bayesian uncertainty quantification in inverse modeling of electrochemical systems , 2018, J. Comput. Chem..
[32] K. Smith,et al. Secondary-Phase Stochastics in Lithium-Ion Battery Electrodes. , 2018, ACS applied materials & interfaces.
[33] H. Gasteiger,et al. Quantitative and time-resolved detection of lithium plating on graphite anodes in lithium ion batteries , 2017 .
[34] Marshall C. Smart,et al. Factors Limiting Li + Charge Transfer Kinetics in Li-Ion Batteries , 2017 .
[35] Chaoyang Wang,et al. Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging , 2017 .
[36] G. Goward,et al. Accurate Characterization of Ion Transport Properties in Binary Symmetric Electrolytes Using In Situ NMR Imaging and Inverse Modeling. , 2015, The journal of physical chemistry. B.
[37] Moses Ender,et al. In situ detection of lithium metal plating on graphite in experimental cells , 2015 .
[38] Andreas Jossen,et al. Lithium plating in lithium-ion batteries at sub-ambient temperatures investigated by in situ neutron diffraction , 2014 .
[39] Jochen Zausch,et al. Thermodynamic derivation of a Butler-Volmer model for intercalation in Li-ion batteries , 2013 .
[40] Bartosz Protas,et al. Optimal reconstruction of material properties in complex multiphysics phenomena , 2013, J. Comput. Phys..
[41] Fredrik Hallberg,et al. Quantifying mass transport during polarization in a Li ion battery electrolyte by in situ 7Li NMR imaging. , 2012, Journal of the American Chemical Society.
[42] R. Compton,et al. Understanding Voltammetry: Problems and Solutions , 2011 .
[43] B. Protas,et al. On Optimal Reconstruction of Constitutive Relations , 2011 .
[44] Ann Marie Sastry,et al. A review of conduction phenomena in Li-ion batteries , 2010 .
[45] Palani Balaya,et al. Ionic and electronic transport in single crystalline LiFePO4 grown by optical floating zone technique , 2008 .
[46] Ralph E. White,et al. Review of Models for Predicting the Cycling Performance of Lithium Ion Batteries , 2006 .
[47] John Newman,et al. Stress generation and fracture in lithium insertion materials , 2005 .
[48] Albert Tarantola,et al. Inverse problem theory - and methods for model parameter estimation , 2004 .
[49] Eric R. Ziegel,et al. Probability and Statistics for Engineering and the Sciences , 2004, Technometrics.
[50] T. Bewley,et al. A computational framework for the regularization of adjoint analysis in multiscale PDE systems , 2004 .
[51] M. D. Rooij,et al. Electrochemical Methods: Fundamentals and Applications , 2003 .
[52] D. Aurbach,et al. Noteworthy electroanalytical features of the stage 4 to stage 3 phase transition in lithiated graphite , 2003 .
[53] Y. Y. Belov,et al. Inverse Problems for Partial Differential Equations , 2002 .
[54] V. Isakov. Appendix -- Function Spaces , 2017 .
[55] M. Verbrugge,et al. Modeling Lithium Intercalation of Single‐Fiber Carbon Microelectrodes , 1996 .
[56] M. Doyle,et al. Modeling of Galvanostatic Charge and Discharge of the Lithium/Polymer/Insertion Cell , 1993 .
[57] Piet Bergveld,et al. The influence of counter-ion adsorption on the ψ0/pH characteristics of insulator surfaces , 1983 .
[58] W. Read,et al. Statistics of the Recombinations of Holes and Electrons , 1952 .
[59] R. Hall. Electron-Hole Recombination in Germanium , 1952 .
[60] W. D. Widanage,et al. University of Birmingham Development of experimental techniques for parameterization of multi-scale lithium-ion battery models , 2020 .
[61] M. Verbrugge,et al. Multi-Species, Multi-Reaction Model for Porous Intercalation Electrodes: Part II. Model-Experiment Comparisons for Linear-Sweep Voltammetry of Spinel Lithium Manganese Oxide Electrodes , 2019, Journal of The Electrochemical Society.
[62] G. Blomgren. The development and future of lithium ion batteries , 2017 .
[63] Sabine Fenstermacher,et al. Estimation Techniques For Distributed Parameter Systems , 2016 .
[64] Y. Chiang,et al. Characterization of Electronic and Ionic Transport in Li1-xNi0.33Mn0.33Co0.33O2 (NMC333) and Li1-xNi0.50Mn0.20Co0.30O2 (NMC523) as a Function of Li Content , 2016 .
[65] D. Sauer,et al. Parameterization of a Physico-Chemical Model of a Lithium-Ion Battery I. Determination of Parameters , 2015 .
[66] Y. Chiang,et al. Characterization of Electronic and Ionic Transport in Li1-xNi0.8Co0.15Al0.05O2 (NCA) , 2015 .
[67] G. Burton. Sobolev Spaces , 2013 .
[68] Wei Zhang,et al. High Rate Capability of Li(Ni1/3Mn1/3Co1/3)O2 Electrode for Li-Ion Batteries , 2012 .
[69] H. Hamelers,et al. Butler-Volmer-Monod model for describing bio-anode polarization curves. , 2011, Bioresource technology.
[70] S. Fletcher. Tafel slopes from first principles , 2009 .
[71] M. Doyle,et al. Simulation and Optimization of the Dual Lithium Ion Insertion Cell , 1994 .
[72] A. Hodgkin,et al. A quantitative description of membrane current and its application to conduction and excitation in nerve , 1990, Bulletin of mathematical biology.
[73] J. E. Glynn,et al. Numerical Recipes: The Art of Scientific Computing , 1989 .