Evidence map›Paper›PMID 41977977›Full record

ArticleSensors (Basel, Switzerland)2026

Determination of Acetone in a Water/Toluene Emulsion in Each Phase Using Raman Spectroscopy with Scattered Light Correction.

Erik Spoor, Matthias Rädle, Jens-Uwe Repke

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

3 authors.

Erik SpoorCeMOS Research and Transfer Center, Technische Hochschule Mannheim, Paul-Wittsack-Str. 10, 68163 Mannheim, Germany.ORCID 0009-0000-3941-0873
Matthias RädleCeMOS Research and Transfer Center, Technische Hochschule Mannheim, Paul-Wittsack-Str. 10, 68163 Mannheim, Germany.ORCID 0000-0002-3382-7608
Jens-Uwe RepkeProcess Dynamics and Operations Group, Technische Universität Berlin, Straße des 17. Juni 135, 10623 Berlin, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Raman spectroscopy is capable of determining the composition of mixtures quantitatively and qualitatively. However, this technology reaches its limits when used to examine liquid dispersed mixtures of substances. In these emulsions, light scattering occurs at the interfaces of the particles and/or droplets, leading to signal losses that make the results impossible to evaluate. Our previous publications have shown, however, that it is possible to quantify the signal losses using a scattered light probe. In an investigation of the water-toluene-acetone emulsion, the acetone concentration could be determined with a root mean squared error of prediction (RMSEP) of up to 1.5 wt%. Based on this method, further analyses are now being carried out to demonstrate that the correction also makes it possible to determine the acetone concentration in each individual liquid phase. First, a ternary diagram is analytically created by establishing stable conditions and separating the phases for individual measurement. In a second step, the samples are measured as a dispersed mixture with the droplets as interfering factors, demonstrating that the same concentration differences can be measured between both phases.

Indexed as

continuous phasedisperse phaseemulsion measurementoptical spectroscopyprocess controlprocess engineeringRaman spectroscopyUV/VIS spectroscopy

Identifiers

PMID41977977
PMCPMC13075272

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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.