Evidence map›Paper›PMID 42451528›Full record

ArticleSensors (Basel, Switzerland)2026

The Influence of Cold-Working Deformation on the Measurement Accuracy and Stability of Type-K Sheathed Thermocouple Sensors.

Jie Chen, Xiaodong Peng, Min Liu, Zheng Sun, Anzhong Zhao, Jixiang Xie

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

6 authors.

Jie ChenSchool of Intelligent Manufacturing and Automobile, Chongqing Polytechnic University of Electronic Technology, Chongqing 401331, China.ORCID 0009-0007-5196-1089
Xiaodong PengDepartment of Material Science and Engineering, Chongqing University, Chongqing 400044, China.ORCID 0000-0002-6403-5347
Min LiuChongqing Material Research Institute Co., Ltd., Chongqing 400707, China.
Zheng SunSchool of Intelligent Manufacturing and Automobile, Chongqing Polytechnic University of Electronic Technology, Chongqing 401331, China.ORCID 0009-0008-6048-7136
Anzhong ZhaoChongqing Material Research Institute Co., Ltd., Chongqing 400707, China.
Jixiang XieSchool of Intelligent Manufacturing and Automobile, Chongqing Polytechnic University of Electronic Technology, Chongqing 401331, China.

Funding

Natural Science Foundation of Chongqing CSTB2024NSCQ-MSX0892Science and Technology Program of Chongqing Municipal Education Commission KJQN202403125
6 · The paper itself

Abstract

This study investigates the influence of cold-working deformation on the electromotive force (EMF) calibration characteristics, hysteresis behavior, and long-term stability of the Type-K mineral-insulated metal-sheathed (MIMS) thermocouples used in Combination Fixed In-Core Detector Assemblies for pressurized water reactor nuclear power plants. Reduction ratios of 12%, 28%, and 38% were investigated, and samples were subjected to heating-cooling calibration and in situ aging tests. The results show that increased cold-working deformation leads to greater negative EMF deviation and larger heating-cooling hysteresis, mainly affected by the degradation of the positive KP thermoelement. Cold-working lowers the atomic diffusion activation energy and accelerates element migration, resulting in pronounced EMF drift during isothermal aging at 350 °C for 720 h. After aging below the order-disorder transition temperature, stable ordered structures form in the thermoelement alloys and hysteresis is significantly reduced. However, within the range investigated in this study, deformation above 28% imparts irreversible effects. The EMFs of 28% and 38% deformed samples remained lower than that of the undeformed state even after isothermal aging at 700 °C for 500 h. These findings reveal that excessive cold-working deformation severely impairs the measurement accuracy and long-term stability of the thermocouples, highlighting the necessity of the strict control of drawing deformation to ensure the reliability of nuclear-grade thermocouples under both normal and abnormal reactor operating conditions.

Indexed as

cold-workingelectromotive force (EMF) driftstabilitythermocouple

Identifiers

PMID42451528
PMCPMC13364389

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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.