Evidence map›Paper›PMID 41658171›Full record

ReviewACS omega2026

Advances in High-Temperature Sensor Technologies: Material System, Sensing Principles, Drift Compensation, and Encapsulation Reliability.

Xihong Huang, Hongbo Wang, Bin Song, Yucong Mao, Zhi-Jun Zhao, Bingjun Yu, Linmao Qian

Abstract readReview
In one paragraph

Review in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. AI Methods in Sensor Calibration.Sensors (Basel, Switzerland) · 2026
    Review
  3. Article
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

7 authors.

Xihong HuangInstitute of Tribology, School of Mechanical Engineering, Southwest Jiaotong University Chengdu, Sichuan 610097, China.
Hongbo WangSchool of Smart City and Transportation, Department of Intelligent Manufacturing and Equipment, Southwest Jiaotong University Chengdu, Sichuan 610097, China.ORCID https://orcid.org/0000-0002-8031-5533
Bin SongInstitute of Tribology, School of Mechanical Engineering, Southwest Jiaotong University Chengdu, Sichuan 610097, China.
Yucong MaoInstitute of Tribology, School of Mechanical Engineering, Southwest Jiaotong University Chengdu, Sichuan 610097, China.
Zhi-Jun ZhaoSchool of Smart City and Transportation, Department of Intelligent Manufacturing and Equipment, Southwest Jiaotong University Chengdu, Sichuan 610097, China.ORCID https://orcid.org/0000-0002-4981-5062
Bingjun YuInstitute of Tribology, School of Mechanical Engineering, Southwest Jiaotong University Chengdu, Sichuan 610097, China.ORCID https://orcid.org/0000-0002-8281-1899
Linmao QianSchool of Smart City and Transportation, Department of Intelligent Manufacturing and Equipment, Southwest Jiaotong University Chengdu, Sichuan 610097, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-temperature sensors are irreplaceable for extreme-environment monitoring in aerospace, automotive, marine, and industry applications. This review synthesizes critical advances in materials, sensing principles, drift compensation, signal transmission, and encapsulation reliability. We analyze high-temperature-resistant ceramics, metals, crystalline materials, wide-band gap semiconductors, and high-entropy alloys, highlighting their operational mechanisms under high-temperature conditions. Subsequently, seven typical high-temperature sensing principles including fiber Bragg grating, LC resonance, Hall effect, magnetostriction, piezoelectric effect, Seebeck effect, and thermoelectric effect are expounded. Furthermore, the roles of software compensation strategies (curve fitting and neural networks) and hardware compensation approaches (material optimization and circuit design) in suppressing temperature drift are discussed. In addition, the thermomechanical reliability design of packaging technologies such as high-temperature tubular encapsulation, solid-state isolation encapsulation, substrate encapsulation, and leadless encapsulation is comprehensively reviewed. Finally, the operational performance of high-temperature sensors in high-temperature scenarios, such as automotive powertrains, aircraft engines, and marine turbines, is detailed. This review provides theoretical guidance and technical references for material selection, sensing principle innovation, and engineering implementation of high-temperature sensors.

Identifiers

PMID41658171
PMCPMC12878771

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.