impedance.py: A Python package for electrochemical impedance analysis

[1]  A. Bulyshev,et al.  Dielectrical Model of Cellular Structures in Radio Frequency and Microwave Spectrum. Electrically Interacting Versus Noninteracting Cells , 2001, Annals of Biomedical Engineering.

[2]  Lorenzo Fedrizzi,et al.  Electrochemical impedance spectroscopy as a tool for investigating underpaint corrosion , 1996 .

[3]  S. Rodrigues,et al.  A review of state-of-charge indication of batteries by means of a.c. impedance measurements , 2000 .

[4]  Matthew D. Murbach,et al.  Analysis of Li-Ion Battery Electrochemical Impedance Spectroscopy Data: An Easy-to-Implement Approach for Physics-Based Parameter Estimation Using an Open-Source Tool , 2018 .

[5]  Matthew D. Murbach,et al.  Nonlinear electrochemical impedance spectroscopy of lithium-ion batteries: Experimental approach, analysis, and initial findings , 2018 .

[6]  K. Micka,et al.  Theory of the electrochemical impedance of macrohomogeneous porous electrodes , 1993 .

[7]  John D. Hunter,et al.  Matplotlib: A 2D Graphics Environment , 2007, Computing in Science & Engineering.

[8]  Bernard A. Boukamp,et al.  Interpretation of the Gerischer impedance in solid state ionics , 2003 .

[9]  J. Dahn,et al.  Analysis of Thousands of Electrochemical Impedance Spectra of Lithium-Ion Cells through a Machine Learning Inverse Model , 2019, Journal of The Electrochemical Society.

[10]  U. Troeltzsch,et al.  Characterizing aging effects of lithium ion batteries by impedance spectroscopy , 2006 .

[11]  Arvind Satyanarayan,et al.  Altair: Interactive Statistical Visualizations for Python , 2018, J. Open Source Softw..

[12]  E. Ivers-Tiffée,et al.  A Method for Improving the Robustness of linear Kramers-Kronig Validity Tests , 2014 .

[13]  Joel Nothman,et al.  SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python , 2019, ArXiv.

[14]  W. Schnurnberger,et al.  Electrochemical impedance spectra of solid-oxide fuel cells and polymer membrane fuel cells , 1998 .

[15]  T. Springer,et al.  Characterization of polymer electrolyte fuel cells using ac impedance spectroscopy , 1996 .