Latest Research in Power Infrastructure Vision

Top Research Topics in Power Infrastructure Vision

• Computer Vision and Pattern Recognition — 21 papers
• Power Transformer Diagnostics and Insulation — 15 papers
• Power Line Inspection Robots — 11 papers
• Advanced Neural Network Applications — 9 papers
• High voltage insulation and dielectric phenomena — 9 papers
• Electrical Fault Detection and Protection — 5 papers
• Machine Learning — 4 papers
• Anomaly Detection Techniques and Applications — 2 papers
• Thermal Analysis in Power Transmission — 2 papers
• Advanced DC-DC Converters — 2 papers

Highest-Cited Papers

1. Arc-FaultNet: A Lightweight Dual-Branch CNN with Channel and Cross-Attention for Generalizable Series Arc Fault Detection
2. GridScope: A Cloud-Edge Collaborative Framework for Robust and Efficient Power-Grid Inspection
3. Detection of Symmetry-Breaking Insulator Defects via Asymmetric Direction-Aware YOLOv11
4. TAMCA: Time-Aware Multi-Scale Convolutional Attention for Multi-Class Industrial Anomaly Detection
5. FS-YOLO: A Lightweight Insulator Defect Detection Method Based on Multi-Level Feature Fusion and Localization Quality Estimation
6. YOLO-TDH: An object detection framework for power transmission line inspection
7. A Fuzzy-Logic Approach for Health Index Estimation of OLTCs in Power Transformers
8. Star-IBR: Star-Shaped Iterative Box Refinement for Insulator Defect Localization
9. PSMP-CLIP: Patch-Prompt SAM and Multi-Semantic Prompting for CLIP-Based Zero-Shot Anomaly Detection
10. Transformer Fault Diagnosis Method Based on Multidimensional Feature Fusion and Self-Adaptive Synthetic Over-Sampling Using a Least Squares Support Vector Machine Optimized by Experience Exchange Strategy
11. LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing (1 citations)
12. Attention-Enhanced Lightweight YOLO with Evolutionary Architecture Search for Insulator Defect Detection
13. Seismic Response Amplification Mechanisms and Base-Isolation Retrofit Evaluation of a 500 kV Three-Phase Transformer with Steel Supports
14. Fault diagnosis in power transformers based on dissolved gas analysis using hybrid stacking and voting ensembles
15. What's the Catch? Evaluating Temporal Consistency in Vision-Language Models
16. Fault Diagnosis in Power Transformers: A Field Case Analysis Based on Visual Inspection and Electrical Testing
17. Multi-Fault Diagnosis in Twisted-Pair Cables of Networked Control Systems Using Transferometry
18. Fault Diagnosis in Power Transformers: A Field Case Analysis Based on Visual Inspection and Electrical Testing
19. A study on hotspot temperature prediction in dry-type transformers based on multiphysics and field synergy analysis
20. Surrogate Modeling of the Electric Field in the End-Winding Region of Pumped-Storage Generator Stators Based on Deep Neural Networks

Sub-Regions

• Power Line Inspection Robots — 25 papers
• Power Transformer Diagnostics and Insulation — 19 papers
• Electrical Fault Detection and Protection — 15 papers
• Computer Vision and Pattern Recognition — 7 papers
• Computer Vision and Pattern Recognition — 3 papers
• Computer Vision and Pattern Recognition — 3 papers