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signal-decomposition

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Western-OC2-Lab / Vibration-Based-Fault-Diagnosis-with-Low-Delay

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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.

signal-processing industrial-automation fourier-transform wavelet-analysis industry-4 fault-detection predictive-maintenance smart-manufacturing fault-diagnosis signal-decomposition vibration-analysis
  • Updated Jan 26, 2023
  • Jupyter Notebook

JPMarquardt / Simulations-Interpolations-WIP-

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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
  • Updated Aug 23, 2022
  • C++

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