Following codes enable reconstruction of the results presented in the project. For maximum safety, all codes are in pdf format:
1. Separation of non-stationary signals from rotary machinery
Download codes for extraction of generalized angular-temporal (GAD) components from vibration signals generated under nontationary operational conditions: DRS_GATP_JU. The method includes resampling function and normalization functions as a separate methods.
2. Modelling of signals of novel classes
Download code for generation of the synthetic load-frequency plane: generate_load_freq_plane. The method is needed for synthetic generation of GAD signals. Download code for generation of the synthetic GAD signal: GAT_1st_generation. Download code for pulse response generation pulse_response_gen. This method is necessary to generate synthetic generalized-angular-temporal-deterministic (GATD) signal with pulse responses downloaded from here: GAT_2nd_generation.
3. Angular-tempral spectrum for REB fault detection
Download code for generation of the angular-temporal spectrum: Angular_Temporal_STFT.