Publications by authors named "Le-Rui Chen"
Article Synopsis
- This work presents a novel method for diagnosing faults in analog circuits using a nonlinear output frequency response function (NOFRF) and an enhanced convolutional neural network (CNN).
- The approach utilizes NOFRF spectra as fault indicators instead of direct system outputs and incorporates batch normalization and a convolutional block attention module (CBAM) to boost diagnosis accuracy and efficiency.
- Fault diagnosis experiments conducted on a simulated Sallen-Key circuit show that the proposed method enhances diagnostic accuracy while exhibiting robust performance against noise.
