ampworks: Battery analysis tools in Python [SWR-25-39]

Ampworks is a collection of tools designed to process experimental battery data with a focus on model-relevant analyses. It currently provides functions for incremental capacity analysis and GITT data processing, helping extract key properties for life and physics-based models (e.g., SPM and P2D). Some tools, like the incremental capacity analysis module, also include graphical user interfaces for ease of use. https://github.com/NREL/ampworks/ https://pypi.org/project/ampworks/

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Publication Details

Journal
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
Published
2025-01-01
DOI
https://doi.org/10.11578/dc.20250313.2
Primary Topic
Computational Physics and Python Applications
Type
article
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article

ampworks: Battery analysis tools in Python [SWR-25-39]

Corey R. Randall
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
Computational Physics and Python Applications
article

ampworks: Battery analysis tools in Python [SWR-25-39]

Corey R. Randall
article en

Abstract

Ampworks is a collection of tools designed to process experimental battery data with a focus on model-relevant analyses. It currently provides functions for incremental capacity analysis and GITT data processing, helping extract key properties for life and physics-based models (e.g., SPM and P2D). Some tools, like the incremental capacity analysis module, also include graphical user interfaces for ease of use. https://github.com/NREL/ampworks/ https://pypi.org/project/ampworks/

OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
National Laboratory of the Rockies (US)
Computational Physics and Python Applications
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