Improving Convolutional Neural Networks for Fault Diagnosis by Assimilating Global Features

Saif S. S. Al-Wahaibi, Qiugang Lu

Deep learning techniques have become prominent in modern fault diagnosis for complex processes. In particular, convolutional neural networks (CNNs) have shown an appealing capacity…