signal-decomposition

There are 1 repository under signal-decomposition topic.

antoinecarme / pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
scikit-learn pandas jupyter forecasting exogenous benchmark seasonal time-series horizon autoregressive python trend cycle arx automatic-forecasting transformation hierarchical-forecasting automl signal-decomposition machine-learning
Language:Python 458
Western-OC2-Lab / Vibration-Based-Fault-Diagnosis-with-Low-Delay
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.
fourier-transform industrial-automation industry-4 predictive-maintenance signal-decomposition signal-processing smart-manufacturing wavelet-analysis fault-detection fault-diagnosis vibration-analysis
Language:Jupyter Notebook 47
JPMarquardt / Simulations-Interpolations-WIP-
Simulations I have created and interesting interpolations of data I have done. Projects include: Simple gaussian decomposition which I did to absorbance spectra from my physical chemistry course as an addition to the normal course work; a simple molecular dynamics simulation; and possibly coming soon a molecular simulation/ coupled cluster method.
molecular-dynamics-simulation signal-decomposition
Language:C++

antoinecarme / pyaf