Evidence map›Paper›PMID 40908546›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Utilized Distributed Optical Fiber Sensor with Spiral-Serpentine Deployment Enabling High-Precision Full-Field Temperature Reconstruction and Thermal Management for Pouch Lithium-Ion Battery.

Yuhao Zhu, Xiaoqiang Zhang, Yunlong Shang, Miao Yu, Xin Gu, Jinglun Li, Linfei Hou

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Yuhao ZhuSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.
Xiaoqiang ZhangSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.
Yunlong ShangSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.ORCID https://orcid.org/0000-0002-4467-0677
Miao YuSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.
Xin GuSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.
Jinglun LiSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.
Linfei HouSchool of Control Science and Engineering, Shandong University, Jinan, 250061, China.

Funding

Major Scientific and Technological Innovation Project of Shandong Province 2024CXGC010307National Natural Science Foundation of China No. U24A20159 No. 62333013 No. 62173211
6 · The paper itself

Abstract

Real-time and accurate temperature monitoring has been widely recognized in both academia and industry to ensure battery operation safety. Traditional techniques are generally limited to incomplete information caused by discrete sampling points. Hence, the spiral-serpentine distributed optical fiber sensor (DOFS) layout is presented to realize in-situ full-range temperature measurement. Unlike conventional contact-based sensors, DOFS offers high spatial resolution with 1.28 mm for comprehensive-accurate monitoring. The proposed deployment enables mapping across the entire surface, rather than being restricted to certain points or localized regions. Meanwhile, the locally adaptive radial basis function interpolation algorithm is developed to reconstruct temperature filed, which aims to ensure the global smoothness and local variability. Uncertainty quantification is incorporated to enhance the results reliability. Experimental studies are conducted on large-format pouch LIBs used in BYD electric vehicles under various currents. The results demonstrate that it can accurately and in real-time capture temperature variations. The developed reconstruction method precisely acquires the full-field temperature distribution with a max standard deviation below 0.3 ℃. Detailed comparison with other six measurement-reconstruction methods such as thermocouple (TC), infrared thermography (IT), Fiber Bragg Grating (FBG) and different-shaped DOFS further highlights the superiority. This work offers significantly valuable insights for optimizing battery thermal management systems.

Indexed as

distributed optical fiber sensorelectric vehicleslithium‐ion batterytemperature distribution and reconstructionthermal managementuncertainty quantification

Identifiers

PMID40908546
PMCPMC12667464

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.