Evidence map›Paper›PMID 42655518›Full record

ArticleSensors (Basel, Switzerland)2026

Development of a Milli-Kelvin Thermostatic Bath for High-Precision Temperature Sensor Calibration.

Yupei Zhang, Yuting Xiong, Jing Cheng, Dongxu Wu, Jian Sun, Yating Lu, Jinlong Zhou, Chengke Wang, Jie Shan, Bin Zhou

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

10 authors.

Yupei ZhangZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Yuting XiongZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Jing ChengZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Dongxu WuZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Jian SunZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Yating LuZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Jinlong ZhouZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Chengke WangZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Jie ShanZhejiang Key Laboratory of Acoustic Intelligent Sensing and Advanced Measurement, Zhejiang Institute of Quality Sciences, Hangzhou 310018, China.
Bin ZhouKey Laboratory of In-Situ Measurement of Ministry of Education, China Jiliang University, Hangzhou 310018, China.ORCID 0009-0007-4569-2396

Funding

the "Pioneer Leading Geese + X"R&D Program of Zhejiang 2025C01143Zhejiang Provincial Administration for Market Regulation Science and Technology Plan ZD2025006Zhejiang Provincial Natural Science Foundation ZCLQN26F0402
6 · The paper itself

Abstract

For most temperature sensors, measurement traceability must be established via a comparison method within a thermostatic environment. To address the limitations of domestic constant temperature baths in meeting the calibration requirements for high-precision temperature sensors in fields such as semiconductors, a thermostatic bath device with milli-kelvin (mK) level temperature control capability has been developed. First, a novel system scheme was designed to create a sub-cooled condition using a refrigeration machine, while temperature balance was maintained by adjusting the heating power. Second, a high-precision temperature measurement module was designed using a thermistor sensor and a resistance ratio measurement method; measurement accuracy was improved by employing a bidirectional constant current source. Finally, an optimized temperature control logic was proposed to achieve rapid temperature regulation. Experimental results demonstrate that the device operates effectively within a (5-50) °C range, with stability better than 0.003 °C/h and uniformity superior to 0.003 °C. The device has been calibrated by a professional organization and meets the verification requirements for high-precision temperature sensors.

Indexed as

milli-kelvinNTCtemperature calibrationtemperature controlthermostatic bath

Identifiers

PMID42655518
PMCPMC13517789

What OpenQuestion holds

Textmetadata
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.