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Article

Design and Evaluation of a Flexible Substrate-Based Microstrip Sensor for Partial Discharge Detection in High-Voltage Equipment

College of Electrical Engineering, Guizhou University, Guiyang 550025, China
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Author to whom correspondence should be addressed.
Sensors 2026, 26(11), 3304; https://doi.org/10.3390/s26113304 (registering DOI)
Submission received: 30 April 2026 / Revised: 13 May 2026 / Accepted: 20 May 2026 / Published: 22 May 2026
(This article belongs to the Special Issue Feature Papers in Fault Diagnosis & Sensors 2026)

Abstract

Partial discharge (PD) detection effectively identifies insulation defects in power equipment. Radio frequency (RF) methods for PD detection offer promising advantages due to their non-invasive measurement capability and ability to locate discharge sources. However, microstrip antennas used as RF sensors for PD detection suffer from narrow bandwidth and limited installation flexibility. To address these limitations, this paper presents a novel flexible microstrip antenna design. By incorporating a partial ground plane and oblique-cut meandering techniques and optimizing the structural parameters using an improved whale optimization algorithm (I-WOA), the operating bandwidth is expanded from 0.612–0.625 GHz to 0.346–2.0 GHz, while the overall size is reduced to 75.3% of its original dimensions. The antenna’s performance was validated through GTEM cell measurements and PD calibration pulse tests, confirming its suitability for RF detection of PD in power equipment such as transformers and cable joints. Notably, when the antenna was conformally wrapped around a cable joint, the response amplitude increased by 14%. This study contributes to the development of a low-cost, broadband, and flexibly installable RF sensor for partial discharge detection.
Keywords: cable joint; GTEM cell; microstrip antenna; partial discharge (PD); power transformer; whale optimization algorithm (WOA) cable joint; GTEM cell; microstrip antenna; partial discharge (PD); power transformer; whale optimization algorithm (WOA)

Share and Cite

MDPI and ACS Style

Dong, S.; Hu, X. Design and Evaluation of a Flexible Substrate-Based Microstrip Sensor for Partial Discharge Detection in High-Voltage Equipment. Sensors 2026, 26, 3304. https://doi.org/10.3390/s26113304

AMA Style

Dong S, Hu X. Design and Evaluation of a Flexible Substrate-Based Microstrip Sensor for Partial Discharge Detection in High-Voltage Equipment. Sensors. 2026; 26(11):3304. https://doi.org/10.3390/s26113304

Chicago/Turabian Style

Dong, Shuhao, and Xiao Hu. 2026. "Design and Evaluation of a Flexible Substrate-Based Microstrip Sensor for Partial Discharge Detection in High-Voltage Equipment" Sensors 26, no. 11: 3304. https://doi.org/10.3390/s26113304

APA Style

Dong, S., & Hu, X. (2026). Design and Evaluation of a Flexible Substrate-Based Microstrip Sensor for Partial Discharge Detection in High-Voltage Equipment. Sensors, 26(11), 3304. https://doi.org/10.3390/s26113304

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