Evidence map›Paper›PMID 42451297›Full record

ArticleSensors (Basel, Switzerland)2026

Indirect Estimation of Absorbed Infrared LED Radiant Power Using Contactless Thermal Sensing.

Sorin Eugen Popa, Petru Gabriel Puiu, Dragoș Alexandru Andrioaia, Roxana Margareta Grigore, Ramona Lenuța Avădanei

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

5 authors.

Sorin Eugen PopaThe Department of Power Engineering and Computer Science, Faculty of Engineering, "Vasile Alecsandri" University of Bacau, 600115 Bacau, Romania.ORCID 0000-0002-1939-587X
Petru Gabriel PuiuThe Department of Power Engineering and Computer Science, Faculty of Engineering, "Vasile Alecsandri" University of Bacau, 600115 Bacau, Romania.
Dragoș Alexandru AndrioaiaThe Department of Power Engineering and Computer Science, Faculty of Engineering, "Vasile Alecsandri" University of Bacau, 600115 Bacau, Romania.
Roxana Margareta GrigoreThe Department of Power Engineering and Computer Science, Faculty of Engineering, "Vasile Alecsandri" University of Bacau, 600115 Bacau, Romania.ORCID 0000-0002-2716-2785
Ramona Lenuța AvădaneiThe Department of Power Engineering and Computer Science, Faculty of Engineering, "Vasile Alecsandri" University of Bacau, 600115 Bacau, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The accurate characterization of low-power near-infrared LEDs typically requires costly radiometric equipment, limiting broader accessibility. This study proposes a low-cost indirect method for comparative NIR LED characterization based on the thermal response of black-coated aluminum absorbing targets monitored by a commercial MLX90614 contactless temperature sensor integrated with an ESP32 acquisition system. The absorbed optical power was estimated from a steady-state energy-balance model combining convective and radiative heat transfer, with geometry-dependent effective coefficients derived for 10 mm and 15 mm diameter targets. Experiments were conducted using 850 nm and 940 nm LEDs at drive currents between 30 mA and 100 mA. The absorbed power increased linearly with the drive current and electrical input power across all configurations, with

Indexed as

calorimetrycontactless infrared temperature measurementlow-cost instrumentationNIR LEDradiant power

Identifiers

PMID42451297
PMCPMC13363740

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.