This is Python code for Denoising Stacked AutoEncoders. CaseWesternReserveUniversity bearing data set is used for simulations.

#Dataset Information

The Case Western Bearing Data Centre provides a number of bearing data faults. Seeded faults for Inner, Outer and Ball damage with various loading conditions and damage severity is given. All measurements are undertaken at a nominal shaft speed of 1800rpm.