Work

Industrial computed tomography based intelligent non-destructive testing method for power capacitor

Year: 2024

Type: conference-paper

Abstract: Power capacitor device is a widely used reactive power compensation equipment in power transmission and distribution system which can easily have internal fault and therefore affects the safe operation of the power system. An intelligent non-destructive testing (I-NDT) method based on ICT is proposed to test the quality of power capacitors automatically in this study. The internal structure of power capacitors would be scanned by the ICT device and then defects could be recognized by the SSD algorithm. Moreover, the data augmentation algorithm is used to extend the image set to improve the stability and accuracy of the trained SSD model.

Source: International Conference on Soft Computing & Machine Intelligence (ISCMI)

DOI: 10.1109/iscmi63661.2024.10851654

Authors: Zhenxing Cheng, Peng Wang, Wei Qin, Zidi Tang

Institutions: China Railway Rolling Stock Corporation Zhuzhou Institute (China), University of Sheffield

Language: English

Topic: Non-Destructive Testing Techniques

Subfield: Mechanical Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

Funder: Coastal Response Research Center, University of New Hampshire