Evidence map›Paper›PMID 41999232›Full record

ArticleChemSusChem2026

Inorganic Photoluminescent Microparticles as Identifiers for the Sorting of Lithium-Ion Battery Cathodes.

Simon Ziegler, Christof Strohhöfer, Guojun Gao, Andreas Flegler, Guinevere A Giffin

Abstract read
In one paragraph

Article in ChemSusChem, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Simon ZieglerFraunhofer R&D Center Electromobility, Fraunhofer Institute for Silicate Research (ISC), Würzburg, Germany.ORCID https://orcid.org/0000-0003-3756-366X
Christof StrohhöferPolysecure GmbH, Freiburg, Germany.
Guojun GaoPolysecure GmbH, Freiburg, Germany.ORCID https://orcid.org/0000-0003-2992-7291
Andreas FleglerFraunhofer R&D Center Electromobility, Fraunhofer Institute for Silicate Research (ISC), Würzburg, Germany.
Guinevere A GiffinFraunhofer R&D Center Electromobility, Fraunhofer Institute for Silicate Research (ISC), Würzburg, Germany.ORCID https://orcid.org/0000-0002-2303-9560

Funding

Bundesministerium für Forschung, Technologie und Raumfahrt 03XP0393BBundesministerium für Forschung, Technologie und Raumfahrt 03XP0393D
6 · The paper itself

Abstract

The growing demand for lithium-ion batteries in the European Union contributes to critical raw material scarcity. This challenge can be addressed by establishing a circular economy, making use of highly efficient and economical recycling processes. The efficiency of these processes depends on high-purity material streams and thus on the availability of battery data during recycling. While common identifiers could carry this information, they are not suitable for every use case. The present study proposes the use of photoluminescent (PL) microparticles as identifiers for the efficient sorting of battery cathodes. These particles are implemented in the electrodes and can be identified by their unique fluorescence emission signals. This study demonstrates the feasibility of using PL microparticles in the cathode environment and focuses on their practical application in a pre-industrial pilot sorting facility. The relationship between particle concentration and measurable emission signal is ascertained, and the influence of the PL particles on the electrochemical performance is examined. Highly efficient sorting using three different PL microparticles is demonstrated on a pilot-scale sorting plant. Finally, an overview of the wide variety of possible identifier codes is provided, which is key to exploiting the potential of this technology.

Indexed as

battery recyclingfluorescent markerinorganic microparticlestracer‐based sorting

Identifiers

PMID41999232
PMCPMC13091073

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.