├── Data Wrangling.ipynb ├── Failure Prediction Classification ├── 1D CNN - binary and multiclass classification.ipynb ├── CNN-SVM binary classification.ipynb ├── LSTM - binary classification.ipynb ├── RNN - binary and multiclass classification.ipynb └── readme ├── Feature Importance.ipynb ├── Importance of feature selection.ipynb ├── README.md └── RUL Prediction Regression ├── Exponential Degradation Model.ipynb ├── LSTM RUL Prediction.ipynb └── Similarity-based RUL Prediction.ipynb /Data Wrangling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Data Wrangling.ipynb -------------------------------------------------------------------------------- /Failure Prediction Classification/1D CNN - binary and multiclass classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Failure Prediction Classification/1D CNN - binary and multiclass classification.ipynb -------------------------------------------------------------------------------- /Failure Prediction Classification/CNN-SVM binary classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Failure Prediction Classification/CNN-SVM binary classification.ipynb -------------------------------------------------------------------------------- /Failure Prediction Classification/LSTM - binary classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Failure Prediction Classification/LSTM - binary classification.ipynb -------------------------------------------------------------------------------- /Failure Prediction Classification/RNN - binary and multiclass classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Failure Prediction Classification/RNN - binary and multiclass classification.ipynb -------------------------------------------------------------------------------- /Failure Prediction Classification/readme: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Feature Importance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Feature Importance.ipynb -------------------------------------------------------------------------------- /Importance of feature selection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/Importance of feature selection.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/README.md -------------------------------------------------------------------------------- /RUL Prediction Regression/Exponential Degradation Model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/RUL Prediction Regression/Exponential Degradation Model.ipynb -------------------------------------------------------------------------------- /RUL Prediction Regression/LSTM RUL Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/RUL Prediction Regression/LSTM RUL Prediction.ipynb -------------------------------------------------------------------------------- /RUL Prediction Regression/Similarity-based RUL Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/archd3sai/Predictive-Maintenance-of-Aircraft-Engine/HEAD/RUL Prediction Regression/Similarity-based RUL Prediction.ipynb --------------------------------------------------------------------------------