selected publications

• academic article

  • An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies.  Journal of Intelligent Manufacturing.  33:809-830. 2020
  • A Multistage Deep Transfer Learning Method for Machinery Fault Diagnostics Across Diverse Working Conditions and Devices.  IEEE Access.  8:80879-80898. 2020