vibration-analysis

There are 2 repositories under vibration-analysis topic.

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 48
permas4edu / permas4edu
Collection of finite element models
cae computer-aided-engineering finite-element-analysis finite-element-methods finite-elements hpc buckling contact fluid-structure-interaction heat-transfer mesh-generation mesh-processing python3 rotor-dynamics simulation structural-dynamics vibration-analysis parametric-optimization shape-optimization topology-optimization
Language:HTML 10
ecstayalive / Sparrow
This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is particularly good, and they can detect small bugs. Besides, they are cute too. In the current version, we have tested some planetary gearbox vibration data in the lab, and there are 8 error types in total. And use Capsule Neural Networks for pattern recognition to detect error types in vibrations and it works really well.
machanical-fault-detection capsule-network deep-learning vibration-analysis
Language:Python 9
DeepDynaSim / Active-Vibration-Control-Complete-Guide
A Comprehensive Guide to Active Control Methodology for Smart Beams
boundary-conditions numerical-analysis robustness vibration-analysis vibration-control
Language:MATLAB 5
josepfontm / EOVmitigation
Repository containing multiple EOV Mitigation Procedures for Structural Health Monitoring.
structural-health-monitoring damage-detection operational-modal-analysis vibration-analysis environmental-and-operational-mitigation
Language:Python 2
aaaastark / Accelerometer-Sensors-Analysis
Time Series Analysis: Accelerometer Sensors of Object Inclination and Vibration. Time Series Analysis by using different (State of Art Models) Machine and Deep Learning. Recurent Neural Network with CuDNNLSTM Model, Convolutional Autoencoder, Residual Network (ResNet) and MobileNet Model.
accelerator accelerometer convolutional-autoencoder cudnnlstm inclination python recurrent-neural-network sensor sensors-data-collection time-series-analysis vibration-analysis vibration-sensor markov-transition-fields matplotlib moblienet pandas residual-network skleran keras tensorflow
1
ArthurVL-maker / Gauge_factor
gauge_factor.py - A Python algorithm for calculating the gauge factor of the input bars for split-Hopkinson pressure bar experiments
acoustical-analysis acoustical-devices acoustics dynamics engineering engineering-instrumentation python shpb shpb-process signal-analysis signal-processing stress-testing stress-waves structural-engineering vibration vibration-analysis vibration-control waves
Language:Python 1
ArthurVL-maker / SHPB_Processing
SHPB_Processing.py - An open-source Python algorithm for correcting stress wave dispersion in split-Hopkinson pressure bar experiments
acoustical-analysis acoustical-devices acoustics dispersion-correction dynamics engineering engineering-instrumentation python shpb shpb-process signal-analysis signal-processing stress-testing stress-waves structural-engineering vibration vibration-analysis vibration-control waves
Language:Python 1
David-Cascales-Fulgencio / David-Cascales-Fulgencio-Applied-Sciences-Paper-Software
https://www.mdpi.com/2076-3417/12/21/10882/htm
cepstral-analysis convolutional-neural-networks envelope-spectrum frequency-domain-features machine-learning matlab rolling-element-bearings time-domain-features vibration-analysis
Language:MATLAB 1
Yashodhanvivek / AIoT_Vibration_Prediction_EdgeDL
This project discusses implementation of deep learning model deployment for vibration prediction of motor
accelerometer adxl345 cmsis-nn deep-learning deep-neural-networks keras-tensorflow machine-learning stm32 stm32f446re stmcube vibration-analysis deployment st-cube stcubeai edgeai
Language:C 1
yu-xw / FVRMD-based-DMPI
A method for distributed modal parameters identifiction: distributed single-channel based parameters estimation at edge; multi-channel modal parameters integration at remote.
vibration-analysis structural-health-monitoring
Language:Jupyter Notebook 1