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Vibration analysis code sharing
Vibrational Analysis for CWRU Bearing Dataset
The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.
Turi Create simplifies the development of custom machine learning models.
Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor measurements.
Python program for analyzing and identifying nonlinear vibrations https://pyvib.readthedocs.io/en/latest/
A collection of python scripts used to mechanical vibration in various systems.
Multiclass classification of vibration signals of faulty bearings
Applications of machine learning to vibration and sound analysis
Anomaly detection related books, papers, videos, and toolboxes
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
Python implementation of KNN and DTW classification algorithm
A python library for time-series smoothing and outlier detection in a vectorized way.
This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
Vibration Testing module affiliated with the in-progress manuscript Vibration Testing with Modal Analysis and Health Monitoring- Python version
Modal Analysis, Testing, FEA, MAC, Model Correction or Updating
Vanilla single-precision radix-2 FFT for the ESP32.
Bluetooth Beacon (advertising) Transmitter and Receiver Examples for IoT Application
a c++ gateway program run on raspberry pi, communicate with both acd dev board and robot
The device was created to measure training parameters in powerlifting - speed and displacement using an accelerometer and gyroscope - IMU.
Easy WiFi setup for Linux devices from your mobile phone or laptop