Publications by authors named "Shaotong Pei"
Article Synopsis
- - The text discusses the significance of transformers in power systems, emphasizing their role in safety and stability, leading to the development of a new detection algorithm to improve recognition of abnormal transformer heat.
- - An improved YOLOv8 model is introduced, incorporating SPD-Conv layers for better recognition of small targets and using HAT and Dyhead mechanisms to enhance focus on abnormal hot spots.
- - The new method, AHIPDNet, demonstrates a recognition accuracy of 93.1% in identifying and localizing abnormal heat in transformers, meeting the requirements for effective monitoring in the field.
