A Fingertip Sensor for Wire Retention Force Test of Electrical Connector Using Pressure Control on Textured Elastic Friction Pair

Wire retention force is an important indicator for evaluating the reliability of wire insertion in electrical connectors. Current approaches to measure this force are mainly relied on spring-based dynamometers, which are limited by their large sizes and lack of digital testing capabilities. Herein, this paper proposes a retention force sensor by controlling the critical friction force between the wires and textured rubber friction pair installed on fingertip. A conversion model between the normal pressure applied to the friction pair and the wire retention force was established, by combining experimental calibration and machine learning methods. Results show that the relative testing error of retention force using this fingertip sensor is less than 8%, and the coefficient of determination R<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup> of the sensor is better than 0.908 within the retention force range of 2~16N. After 1000 cycles of retention force testing, the testing error of sensor can still be maintained within 10%, indicating that the sensor has good long-term performance stability.

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Publication Details

Journal
IEEE Sensors Journal
Published
2025-06-03
DOI
https://doi.org/10.1109/jsen.2025.3574479
Primary Topic
Electrical Contact Performance and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

A Fingertip Sensor for Wire Retention Force Test of Electrical Connector Using Pressure Control on Textured Elastic Friction Pair

Zhe Yang, Junsheng Liang, Hanbin Wang, Mingyang Kong et al.
IEEE Sensors Journal
Electrical Contact Performance and Analysis
article

A Fingertip Sensor for Wire Retention Force Test of Electrical Connector Using Pressure Control on Textured Elastic Friction Pair

Zhe Yang, Junsheng Liang, Hanbin Wang, Mingyang Kong, Yu Zhou, Haigang Wang, Ningbo Zhang, Linqing Li
article en

Abstract

Wire retention force is an important indicator for evaluating the reliability of wire insertion in electrical connectors. Current approaches to measure this force are mainly relied on spring-based dynamometers, which are limited by their large sizes and lack of digital testing capabilities. Herein, this paper proposes a retention force sensor by controlling the critical friction force between the wires and textured rubber friction pair installed on fingertip. A conversion model between the normal pressure applied to the friction pair and the wire retention force was established, by combining experimental calibration and machine learning methods. Results show that the relative testing error of retention force using this fingertip sensor is less than 8%, and the coefficient of determination R<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup> of the sensor is better than 0.908 within the retention force range of 2~16N. After 1000 cycles of retention force testing, the testing error of sensor can still be maintained within 10%, indicating that the sensor has good long-term performance stability.

IEEE Sensors JournalVol. 25(13)
Dalian University of Technology (CN)
Aviation Science Fund
Affordable and clean energy
Openalex Percentile: Top 88%
Electrical Contact Performance and Analysis
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A Fingertip Sensor for Wire Retention Force Test of Electrical Connector Using Pressure Control on Textured Elastic Friction Pair — Zhe Yang, Junsheng Liang, et al. · IEEE Sensors Journal (2025) | TGRS Research Map | TGRS