Estimating Remaining Useful Life with Linear Mixed Effects Models


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Documentation for package ‘degradr’ version 1.0.0

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compute_healthindex Constructing the Health Index on New Data Using Trained Weights
filter_test Test data for filter degradation and RUL prediction
filter_train Training Data for Filter Degradation and RUL Prediction
fit_healthindex Fitting a Health Index Model from Multivariate Signals
fit_model Fitting the Linear Mixed Effects Model
plot_degradr Plot Degradation Trajectories for Multiple Units
predict_rul Predicting Remaining Useful Life (RUL) from Degradation Signals
RUL_FD001 Remaining Useful Life (RUL) Ground Truth for FD001 Dataset
test_FD001 NASA Turbofan Engine Degradation Simulation Test Data (Subset FD001)
train_FD001 NASA Turbofan Engine Degradation Simulation Data (FD001)