Evidence map›Paper›PMID 41003045›Full record

ArticleNanomaterials (Basel, Switzerland)2025

Thermoelectric Energy Conversion in a Lid-Driven Cavity Microgenerator Using Nanofluids.

Edgar Alexandro Gonzalez-Zamudio, Miguel Angel Olivares-Robles, Andres Alfonso Andrade-Vallejo

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2025. 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.

Edgar Alexandro Gonzalez-ZamudioInstituto Politécnico Nacional, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Ingenieria Mecanica y Electrica Unidad Culhuacan, Coyoacán, Mexico City 04430, Mexico.ORCID 0009-0003-1159-5222
Miguel Angel Olivares-RoblesInstituto Politécnico Nacional, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Ingenieria Mecanica y Electrica Unidad Culhuacan, Coyoacán, Mexico City 04430, Mexico.ORCID 0000-0003-2886-0347
Andres Alfonso Andrade-VallejoInstituto Politécnico Nacional, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Ingenieria Mecanica y Electrica Unidad Culhuacan, Coyoacán, Mexico City 04430, Mexico.ORCID 0009-0007-7491-9190

Funding

Secretaría de Ciencia, Humanidades, Tecnología e Innovación 2007722
6 · The paper itself

Abstract

The present research seeks to characterize and evaluate a lid-driven cavity-TEG system to harness residual energy. Therefore, the behavior of water and a nanofluid (SiO2) in a rectangular lid-driven cavity is numerically studied. The Navier-Stokes and energy conservation equations are solved using the finite difference method in Python. The fluid behavior is analyzed with a Reynolds number of 100, Richardson number of 100-77 and variable lid direction. Likewise, a thermoelectric module is integrated in the cavity, and the power generated by varying the size and number of thermocouples is studied. The results obtained contribute to the characterization of applicable thermal systems for their optimization. In the cavity, when the lid direction is positive, its interaction with the buoyant flow generates a vortex on the right side, and multiple vortices when it is in the negative direction; the isotherms present horizontal and vertical stratification in both cases. μTEG generates the most power with a 0.07 mm thermocouple size in the negative lid direction case, with an inlet gradient temperature of 8 K. SiO2 (Ri = 77) showed a 23% increase in power output compared to water (0.318 μW/cm

Indexed as

lid drivenOrganic TEGRichardson numberSiO2 nanofluid

Identifiers

PMID41003045
PMCPMC12472496

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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.