State-of-Charge Investigation of Lithium Manganese Dioxide Primary Batteries Utilizing X-ray Computed Tomography
Lithium primary batteries (LPBs) represent a class of energy storage devices, uniquely suited for mission-critical applications including emergency backup power, aerospace and defense electronics, implantable medical devices, and remote sensing. Despite their technological maturity and distinct advantages over rechargeable lithium-ion batteries (i.e., superior shelf life and operational simplicity), state-of-charge (SoC) estimation in these batteries remains a persistent challenge due to the lack of a reliable, quantifiable diagnostic technique. This work investigates X-ray computed tomography (X-CT) as a transformative and accurate SoC estimation technique for LPBs. Results gained through X-CT measurements reveal systematic, quantifiable structural changes in cathode morphology and geometry during discharge, establishing a direct structural basis for SoC estimation, with a maximum relative standard deviation of 2.3%. This work establishes a pathway toward operando, imaging-driven SoC diagnostics that can significantly enhance the reliability of SoC estimation in LPBs.
Authors
- Sakineh Chabi (ORCID: https://orcid.org/0000-0002-5578-3984)
- Mark A. Rodriguez (ORCID: https://orcid.org/0000-0002-6940-5044)
- Eric Deichmann
- David J. Schrock (ORCID: https://orcid.org/0000-0002-1750-6396)
- Daniel Wesołowski
- Sydney Roth
- Nichole Valdez (ORCID: https://orcid.org/0000-0002-9638-1252)
- Diane Forbes
Institutions
- Sandia National Laboratories (US)
- Primary Source (US)
Publication Details
- Journal
- ACS Applied Energy Materials
- Published
- 2026-04-16
- DOI
- https://doi.org/10.1021/acsaem.5c04066
- Primary Topic
- Advancements in Battery Materials
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- University of New Mexico