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1. 1D-DGAN-PHM 1D-DGAN-PHM Public

   Denoising method for C-MAPSS based on a denoising GAN. Includes other six denoising methods such as DAE, SG filter, etc.

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2. SHAPPrognosticsFeatureSelection SHAPPrognosticsFeatureSelection Public

   Feature selection using SHAP values of prognostics models

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3. RegimeDetection RegimeDetection Public

   Baselining techniques to perform regime detection on C-MAPSS datasets

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4. ACD_CNNLSTMEstimation ACD_CNNLSTMEstimation Public

   Project that tests the influence of monotonic constraints on the estimation of a RF and CNN-LSTM Model for C-MAPSS

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5. MaintenanceNotebooks MaintenanceNotebooks Public

   Notebooks for AE4465 - Maintenance Modeling & Analysis

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6. RegimeNormalization RegimeNormalization Public

   Baselining techniques to perform regime detection on C-MAPSS datasets

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