Evidence map›Paper›PMID 35746214›Full record

ArticleSensors (Basel, Switzerland)2022

Monitoring and Visualization of Crystallization Processes Using Electrical Resistance Tomography: CaCO

Guruprasad Rao, Soheil Aghajanian, Yuchong Zhang, Lidia Jackowska-Strumiłło, Tuomas Koiranen, Morten Fjeld

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2022. 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

6 authors.

Guruprasad RaoInstitute of Applied Computer Sciences, Lodz University of Technology, 90-924 Lodz, Poland.ORCID 0000-0002-6591-5741
Soheil AghajanianSchool of Engineering Science, LUT University, Yliopistonkatu 34, 53850 Lappeenranta, Finland.ORCID 0000-0002-1957-072X
Yuchong ZhangDepartment of Computer Science and Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden.ORCID 0000-0003-1804-6296
Lidia Jackowska-StrumiłłoInstitute of Applied Computer Sciences, Lodz University of Technology, 90-924 Lodz, Poland.ORCID 0000-0002-6430-0892
Tuomas KoiranenSchool of Engineering Science, LUT University, Yliopistonkatu 34, 53850 Lappeenranta, Finland.
Morten FjeldDepartment of Computer Science and Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden.ORCID 0000-0002-9562-5147

Funding

European Union's Horizon 2020 research and innovation programme under the Marie Sklodow-ska-Curie 764902
6 · The paper itself

Abstract

In the current research work, electrical resistance tomography (ERT) was employed for monitoring and visualization of crystallization processes. A first-of-its-kind MATLAB-based interactive GUI application "ERT-Vis" is presented. Two case studies involving varied crystallization methods were undertaken. The experiments were designed and performed involving calcium carbonate reactive (precipitative) crystallization for the high conductivity solution-solute media, and the cooling crystallization of sucrose representing the lower conductivity solution-solute combination. The software successfully provided key insights regarding the process in both crystallization systems. It could detect and separate the solid concentration distributions in the low as well as high conductivity solutions using the visual analytics tools provided. The performance and utility of the software were studied using a software evaluation case study involving domain experts. Participant feedback indicated that ERT-Vis software helps by reconstructing images instantaneously, interactively visualizing, and evaluating the output of the crystallization process monitoring data.

Indexed as

SucroseTomographyCrystallizationElectric ImpedanceHumansSolutionsSolutionsSucrosecrystallization process monitoringelectrical resistance tomographyprocess operationvisualization

Identifiers

PMID35746214
PMCPMC9227300

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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.