Evidence map›Paper›PMID 41318654›Full record

ArticleScientific reports2025

Mathematical modeling of a fan heater using a three-dimensional temperature measurement system.

Dogan Can Samuk, Oguzhan Cakir

Abstract read
In one paragraph

Article in Scientific reports, 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

2 authors.

Dogan Can SamukDepartment of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Recep Tayyip Erdogan University, Rize, 53100, Türkiye. dogancan.samuk@erdogan.edu.tr.
Oguzhan CakirDepartment of Electrical and Electronics Engineering, Faculty of Engineering, Karadeniz Technical University, Trabzon, 61080, Türkiye.

Funding

Recep Tayyip Erdogan University 02025007001593
6 · The paper itself

Abstract

Electric heaters are widely used because of their portability, rapid heating, ease of use, and reliability. The widespread use of heaters underscores the importance of selecting the appropriate heater to optimize efficiency and achieve energy savings. To this end, a three-dimensional temperature measurement system was developed to enable a more efficient and purpose-oriented heater design and production in this study. The measurement system included a novel sensor circuit capable of detecting temperature changes with a sensitivity of 0.0489 °C, utilizing a total of 81 sensor circuit boards. These sensors were arranged in a 9 × 9 matrix configuration on the xy-plane and were vertically displaced along the z-axis of the heater to facilitate the development of three-dimensional heating models. Using the heating models obtained from a fan heater in experimental studies, a mathematical model of the heater was derived. The model performance was evaluated using error-based performance metrics for five different heater configurations. Accordingly, the average mean absolute error and R

Identifiers

PMID41318654
PMCPMC12774900

What OpenQuestion holds

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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.