Publications, Activities, and Awards

  • A real-time probabilistic risk assessment method for petrochemical industries based on data monitoring
  • A semi-supervised GAN method for RUL prediction using failure and suspension histories
  • A transferable neural network method for remaining useful life prediction
  • Joint condition-based maintenance optimization for multi-component systems considering prognostic information and degraded working efficiency
  • Machine prognostics under varying operating conditions based on state-space and neural network modeling