Air bubble dispersion imaging in whipping cream with specified fat contents by fuzzy phase classification implemented in electrical impedance tomography

The air bubble dispersion in whipping cream during agitation has been imaged by fuzzy phase classification implemented in electrical impedance tomography (fEIT) for internal morphological structure visualization. The fEIT consists of non-linear conductivity [Formula: see text] reconstruction and fuzzy phase classification to classify [Formula: see text] into a probabilistic cluster [Formula: see text] ([Formula: see text]: oil-in-water phase, [Formula: see text]: air bubble). In the experiments, probabilistic air bubble cluster [Formula: see text] of whipping cream with five milk fat (MF) contents were reconstructed by fEIT during agitation to image the air bubble dispersion. The [Formula: see text] demonstrated the air bubble dispersion within the sensor area caused by agitation. The spatial average [Formula: see text] was increased and then decreased due to the incorporation and subsequent departure of air bubbles during agitation. The peak [Formula: see text] time t<sub>s</sub>, which represents the critical saturation point of air bubbles, was decreased as MF content increased, which was verified by OR measurement and microscope observation. Compared to [Formula: see text] reconstructed by EIT influenced by the liquid water phase, fat and air bubbles, [Formula: see text] reconstructed by fEIT successfully imaged air bubble dispersion in whipping cream. Furthermore, fEIT demonstrated comparable performance to OR measurements in evaluating the internal morphological structure of whipping cream during agitation, while providing the advantage of inline measurement.

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Publication Details

Journal
Scientific Reports
Published
2025-05-29
DOI
https://doi.org/10.1038/s41598-025-03773-3
Citations
1
Primary Topic
Electrical and Bioimpedance Tomography
Type
article
Field-Weighted Citation Impact
0.73

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article

Air bubble dispersion imaging in whipping cream with specified fat contents by fuzzy phase classification implemented in electrical impedance tomography

Prima Asmara Sejati, Songshi Li, Masahiro Takei, Ryuichi Fukumoto
1 citations
Scientific Reports
Electrical and Bioimpedance Tomography
0.73
article

Air bubble dispersion imaging in whipping cream with specified fat contents by fuzzy phase classification implemented in electrical impedance tomography

Prima Asmara Sejati, Songshi Li, Masahiro Takei, Ryuichi Fukumoto
article en
1 citations

Abstract

The air bubble dispersion in whipping cream during agitation has been imaged by fuzzy phase classification implemented in electrical impedance tomography (fEIT) for internal morphological structure visualization. The fEIT consists of non-linear conductivity [Formula: see text] reconstruction and fuzzy phase classification to classify [Formula: see text] into a probabilistic cluster [Formula: see text] ([Formula: see text]: oil-in-water phase, [Formula: see text]: air bubble). In the experiments, probabilistic air bubble cluster [Formula: see text] of whipping cream with five milk fat (MF) contents were reconstructed by fEIT during agitation to image the air bubble dispersion. The [Formula: see text] demonstrated the air bubble dispersion within the sensor area caused by agitation. The spatial average [Formula: see text] was increased and then decreased due to the incorporation and subsequent departure of air bubbles during agitation. The peak [Formula: see text] time t<sub>s</sub>, which represents the critical saturation point of air bubbles, was decreased as MF content increased, which was verified by OR measurement and microscope observation. Compared to [Formula: see text] reconstructed by EIT influenced by the liquid water phase, fat and air bubbles, [Formula: see text] reconstructed by fEIT successfully imaged air bubble dispersion in whipping cream. Furthermore, fEIT demonstrated comparable performance to OR measurements in evaluating the internal morphological structure of whipping cream during agitation, while providing the advantage of inline measurement.

Scientific ReportsVol. 15(1)
Chiba University (JP)
Chiba University, Japan Science and Technology Agency
Openalex Percentile: Top 28%
Electrical and Bioimpedance Tomography
0.73
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