Evidence map›Paper›PMID 41938025›Full record

ArticleJournal of Materials Science. Materials in engineering2026

Effects of heat treatment on the temperature coefficient of resistivity of laser fabricated NiCr flexible sensors.

Hashem Almomani, Jace Menezes, Shivam Abhi, Pablo Enrique, Mohammad Nankali, Peng Peng

Abstract read
In one paragraph

Article in Journal of Materials Science. Materials in engineering, 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

6 authors.

Hashem AlmomaniDepartment of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1 Canada.
Jace MenezesDepartment of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1 Canada.
Shivam AbhiDepartment of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1 Canada.
Pablo EnriqueDepartment of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1 Canada.
Mohammad NankaliDepartment of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1 Canada.
Peng PengDepartment of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1 Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Advancements in data collection and automation require reliable flexible sensors due to their versatility and customization. One challenge with the practical use of flexible sensors is the change in resistance due to the temperature coefficient of resistivity (TCR) at different use temperatures. This research investigates the heat treatment process for a common metal sensing element, Evanohm (80/20 nickel chromium alloy), to reduce its TCR. NiCr thin films were heat treated in an inert argon environment at various temperatures and hold times, then fabricated into flexible sensors on a polymer substrate using UV nanosecond laser ablation. Sensors were mounted onto an aluminum substrate to provide mechanical backing during testing. Following heat treatment, TCR values as low as 1.44 ppm/°C were achieved at a heat treatment temperature of 475°C for 180 min of hold time. Electrical and microstructural changes were also analyzed to determine the mechanism for TCR change. The results demonstrate the effectiveness of heat treatment in reducing the TCR of NiCr flexible sensors, minimizing the impact of use temperature on resistance change. This research contributes to the development of NiCr flexible sensors with stable and linear resistance behaviour over the temperature testing range from -10°C to 150°C. Supplementary Information: The online version contains supplementary material available at 10.1186/s40712-026-00430-z.

Indexed as

Flexible sensorsHeat treatmentLaser processTemperature coefficient of resistivityThin film alloys

Identifiers

PMID41938025
PMCPMC13043575

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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.