Sources and links on page 414 (7)
Links embedded in the original report PDF, including citations and other references. These destinations have not been independently reviewed. Links open in a new tab.
- https://www.monolithai.com/blog/evolution-of-battery-models
- https://www.nature.com/articles/s41467-020-15811-x
- https://elysia.co/news/thought-leadership/battery-modelling-why-physics-based-is-not-always-best
- https://iopscience.iop.org/article/10.1149/2.0341915jes/meta
- http://mocha-java.uccs.edu/BMS2/index.html
- http://mocha-java.uccs.edu/BMS3/index.html
- https://iopscience.iop.org/article/10.1149/2.0241813jes/meta
Text on page 414
Electrochemical And Reduced Order Modeling - Model Types And Applications Simple but practical EQUIVALENT CIRCUIT MODEL (ECM)
Insightful but complex SINGLE PARTICLE MODEL (SPM)
PSEUDO-2D MODEL (P2D) Δl
VOCV
MICROSTRUCTURALLY RESOLVED MODEL
From [2]
DESCRIPTION
Resistors, capacitors, and other electrical circuit elements
Interfacial charge transfer, solid phase mass transport, and electrical resistance
Same as SPM but with multiple particle domains and electrolyte mass transport
Governing equations solved over a 3D Text reconstruction an actual Goes of Here electrode
SPATIAL DIMENSIONS
None
1 (r: radial in particles)
2 (r: radial in particles, l: thickness in electrolyte)
3 Text dimensional in all phases Goes Here
R&D APPLICATIONS
Module/pack/system design BMS development, EIS, cell degradation analysis
Module/pack/system design Charge protocol optimization BMS development
Cell and electrode design Module/pack/system design Charge protocol optimization BMS development
Nano-, micro-, or meso-scale design of particles and electrodes
Sources: [1] “The evolution of battery modelling: From electrochemical to data-driven approaches”; [2] Lu et al, Nature Comm. (2020) 11 2079; [3] Battery modelling – Why ‘physics-based’ is not always best Other key references: Marquis et al 2019 J. Electrochem. Soc. 166 A3693; Plett and Trimboli, Battery Management Systems Vol. II and Vol. III; DeCaluwe et al 2018 J. Electrochem. Soc. 165 E637
Extracted from the PDF; charts and images may read imperfectly.
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