marcialbaptista/1D-DGAN-PHM

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Python
Created over 2 years ago
Updated about 2 years ago

marcialbaptista/1D-DGAN-PHM

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

SHAPPrognosticsFeatureSelection

Feature selection using SHAP values of prognostics models

ACD_CNNLSTMEstimation

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

RegimeDetection

Baselining techniques to perform regime detection on C-MAPSS datasets

MaintenanceNotebooks

Notebooks for AE4465 - Maintenance Modeling & Analysis

Jupyter Notebook

MetricsForPrognostics

Project that codes metrics for prognostics evaluation.

RegimeNormalization

Baselining techniques to perform regime detection on C-MAPSS datasets

LearningPythonWithMaintenance

Learning python with maintenance examples

Jupyter Notebook

MMA_Notebooks

Jupyter Notebook