IEEE

Pattern Recognition Method for Detecting Partial Discharge in Oil-Paper Insulation Equipment Using Optical F-P Sensor Array Based on KAN-CNN Algorithm

Abstract: Ultrasound detection can promptly identify partial discharge (PD) faults inside power transformer by using fiber-optic Fabry-Perot (F-P) array sensors. This paper presents a new design ...
IEEE

Intelligent fault diagnosis of drill bit using Digital Twin Assisted deep learning classifiers of MLP, CNN, Hybrid MLP-CNN, and Hybrid CNN-MLP with PCA algorithm

Abstract: Intelligent fault diagnosis using AI models is an evolving engineering technique in the manufacturing sector. It detects anomalies in machinery and improves productivity, safety, efficiency, ...