journal article·2025-05-05Open access

Quantifying Local Heterogeneities in the 3D Morphology of X-PVMPT Battery Electrodes Based on FIB-SEM Measurements

Lukas Dodell, Matthias Neumann, Markus Osenberg, André Hilger, Gauthier Studer, Birgit Esser, Ingo Manke, Volker Schmidt

ACS Materials Letters· Volume 7· Issue 5

Abstract

High Resolution Image Download MS PowerPoint Slide Organic electrode-active materials (OAMs) enable a variety of charge and storage mechanisms and are advantageous compared with lithium-ion batteries in terms of costs and safety. Cross-linked poly(3-vinyl- N -methylphenothiazine) (X-PVMPT) is a p-type OAM showing high performance and enabling fast and reversible energy storage in different battery configurations. Beyond its molecular or polymer structure, the performance of an OAM depends strongly on the structure of the composite electrode. The porous nanostructure of an electrode composed of X-PVMPT, a conductive carbon additive, and binder is statistically investigated based on highly resolved 3D image data. Univariate probability distributions of relevant morphological descriptors and bivariate distributions of pairs of such descriptors are parametrically modeled. In this way, local heterogeneities and spatial gradients are quantified. While the observed short transportation paths through the solid phase are beneficial in terms of electrical conductivity, the pathways through the pore phase influencing the effective ionic diffusivity are comparatively long.
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Research context

OpenAlex topics: Electron and X-Ray Spectroscopy Techniques · Integrated Circuits and Semiconductor Failure Analysis · Electrowetting and Microfluidic Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Institute of Stochastics

Ulm University

Institute of Statistics

Graz University of Technology

Institute of Applied Materials

Helmholtz Zentrum für Materialien und Energie

Institute of Organic Chemistry II and Advanced Materials

Funding

Deutsche Forschungsgemeinschaft

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