A requirement to implement a degradation model for an industrial machine and predict the failures beforehand. Malfunctioning of machines are captured here as anomalies and failures and its related data are captured here as outliers
- numpy
- scikit-learn > 0.19.1
- pandas > 0.20.3
pickel files of the dataset: https://www.dropbox.com/s/jt0nsqsmqxm8wz4/pickle.rar?dl=0
The degradation model for remaining useful life estimation can be found here