Classification of PRPD Pattern in Cast- Resin Transformers Using CNN and Implementation of Explainable AI (XAI) With Grad-CAM
Author:
Affiliation:
1. Department of Electrical Engineering, Hanyang University Erica, Ansan, South Korea
2. DS Division, Samsung Electronics Company Ltd., Hwaseong, South Korea
Funder
DS Division, Samsung Electronics
Korea Institute of Energy Technology Evaluation and Planning Grant funded by Korea Government
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/6287639/10380310/10433142.pdf?arnumber=10433142
Reference22 articles.
1. A comparison of liquid-filled and dry-type transformer technologies
2. Thermal analysis of cast-resin dry-type transformers
3. Design Optimization of Cast-Resin Transformer Using Nature-Inspired Algorithms
4. Application guidelines for dry-type distribution power transformers
5. Damage of a distribution transformer due to through-fault currents: an electrical forensics viewpoint
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1. Explainable AI (XAI) Techniques for Convolutional Neural Network-Based Classification of Drilled Holes in Melamine Faced Chipboard;Applied Sciences;2024-08-23
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