Estimation of Remaining Useful Life using CNN
- Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life
- Deep Learning and Its Applications to Machine Health Monitoring: A Survey
- Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life
- Deep Belief Network based state classification for structural health diagnosis
Python 3.5 is used during development and following libraries are required to run the code provided in the notebook:
PHM08 challenge dataset is available in the repository or can be downloaded from the following link.