Library for interacting through the SPI protocol with an 'Analog Devices ADXL345' accelerometer from an MCU flashed with MicroPython. Methods are optimised for trying to reach max available sampling rate for this device
Algorithm to calculate the optimal tip relief modification on spur gear teeth that minimizes the meshing vibration for a certain operating condition.
Vibration analysis tool, Signal processing tool
Cyclostationary analysis in angular domain for bearing fault identification
Efficiently compute off-resonance Raman spectra from first principles calculations (e.g. VASP) using polynomial models and machine learning..
DEVELOPMENT OF Low Cost IoT BASED VIBRATION MONITORING AND SPECTRUM ANALYSIS SYSTEMS FOR TECHNICAL OBJECTS
AI-powered predictive maintenance & vibration fault diagnosis — bridging STEVAL-STWINBX1 IoT edge sensors and Claude via Model Context Protocol (MCP)
Deflections and vibrations of Timoshenko beam (Finite Element Method)
Scripts for evaluating the ride comfort in vehicles.
Tools for analyzing and generating non-Gaussian, non-stationary signals in engineering applications.
Instantaneous Angular Speed estimation
Ultra-fast, customizable CWRU dataset pipeline optimized for Deep Learning, Domain Adaptation, and parallel digital signal processing.
SMWiredPy is python library for Sensemore vibration/accelerometer sensors
Physics-Informed Explainable ML for Early Cavitation Risk Prediction in Marine Centrifugal Pumps
The Virtual Characterization Lab (VCL) bridges the gap by producing model-based characterization data that mimics experimental outputs for seamless comparative analysis.
This programme/project calculates the vibrational modes and frequencies of multiple degrees of freedom of any size. The frequencies and modal shapes give an idea of how the objects deform.
dispersion.py - A Python algorithm for phase angle and amplitude correction of pressure bar signals
speed_trap_velocity.py - A Python algorithm for calculating the velocity of the striker bar during split-Hopkinson pressure bar experiments
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