faaltunel's repositories
Data-Science--Cheat-Sheet
Cheat Sheets
1D_CNN_VibrationSignal_BearingFaultDiagnosis
1D-CNN Vibration Signal Bearing Fault Diagnosis
ADXL357-1
C++ ADXL357 datalogger used to analyze machine vibrations
Anomaly-Detection-on-Machine-Failures
Condition Based Maintenance (CBM) uses sensor to to collect real-time measurement. CBM data allows maintenance personnel to perform maintenance at the exact moment it is needed, prior to failure. In this case, we will build an anomaly detection model for vibration failure dataset using (LSTM)
cbm_codes_open
This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
CBM_Maintenance4.0
Conditional Based Monitoring using vibrations
cputemp
Python GATT server example for the Raspberry Pi
django-keras-app
- Keras CNN model integrated in Django
esp32-i2s-slm
Sound Level Meter with ESP32 and I2S MEMS microphone
ESP32_I2S_example_modified
This is modified ESP-IDF(v4) i2s example for working well
filter-c
Elegant Butterworth filter in C, with float/double precision support. Works well cross-platform.
helicopter_drivetrain_vibration_anomaly
Helicopter drivertrain vibration (Condition based monitoring)
i-care-vib-analysis
Vibration Analysis for I-Care sensors data on Intelligent Plant Ops bench
ieee-etfa2020-paper
Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data
Kurtogram-Analysis
A Python clone of the Matlab Kurtogram function
MCHE485---Mechanical-Vibrations
Code supporting MCHE485: Mechanical Vibrations at the Univsersity of Louisiana at Lafayette
PEC00025
Introduction to Vibration Theory
Predictive-Maintenance-1
A notebook tutorial series for performing predictive maintenance using machine learning
predictive-maintenance-2
Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibration signal as healthy or faulty and on the other hand, given a signal predicting time to failure based on early anomaly detection.
PredictiveMaintenance-and-Vibration-Resources
Papers and datasets for Vibration Analysis
resonance
Learning Mechanical Vibration Engineering Through Computation
ross
ROSS is a library written in Python for rotordynamic analysis.
Sifirdan-Ileri-Seviyeye-Python-Programlama
Udemy üzerindeki Python kurslarında kullanılan materyaller
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.
vibration_gan
Gan for time series vibration signals generation task