condition-monitoring | Topic | Ecosyste.ms: Repos

Topic: "condition-monitoring"

hustcxl/Rotating-machine-fault-data-set

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

Size: 9.98 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1,031 - Forks: 292

tvhahn/weibull-knowledge-informed-ml

Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

Language: Python - Size: 42.9 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 115 - Forks: 35

biswajitsahoo1111/cbm_codes_open

This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

Language: Jupyter Notebook - Size: 51.4 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 89 - Forks: 35

SAP-samples/btp-ai-sustainability-bootcamp

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

Language: Jupyter Notebook - Size: 431 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 49 - Forks: 27

France1/predictive-maintenance-pytorch

Deep Learning applied to predictive maintenance use cases

Language: Jupyter Notebook - Size: 1.75 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 26 - Forks: 6

STMicroelectronics/fp-sns-datalog2

The FP-SNS-DATALOG2 function pack represents an evolution of FP-SNS-DATALOG1 and provides a comprehensive solution for saving data from any combination of sensors and microphones configured up to the maximum sampling rate. Please check st.com where a more recent version of the software might be available.

Language: C - Size: 477 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 18 - Forks: 3

TobiasGlaubach/python-ml-turbofan

Language: Jupyter Notebook - Size: 40.4 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 11

RLado/ViMag

ViMag: A Visual Vibration Toolbox

Language: JavaScript - Size: 10.3 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 13 - Forks: 1

karanrajagopalan/Nyquist-explorer

Vibration analysis tool, Signal processing tool

Language: Python - Size: 3.54 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 0

engineers-tools/xDGA

An implementation of Dissolved Gas Analysis (DGA) assessment algorithms and guidelines in the form of Excel Add-ins.

Language: C# - Size: 4.46 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 3

MaikWischow/Camera-Condition-Monitoring

Code basis for the paper "Monitoring and Adapting the Physical State of a Camera for Autonomous Vehicles" (2023)

Language: Python - Size: 133 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 3

ericlrf/rul

remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, prognostics health management, PHM

Language: Jupyter Notebook - Size: 36.3 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 6

STMicroelectronics/fp-sns-datalog1

The FP-SNS-DATALOG1 function pack provides a comprehensive solution to save data from any combination of sensors and microphones configured up to the maximum sampling rate available on STWIN and SensorTile.box

Language: C - Size: 108 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

STMicroelectronics/stdatalog-pysdk

The STDATALOG_PYSDK is a comprehensive Python framework designed to facilitate the capture, processing, and visualization of data from a wide range of sources. It was formerly known as HSDPython_SDK, previously distributed in FP-SNS-DATALOG2 and FP-IND-DATALOGMC function packs.

Language: CSS - Size: 205 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

VictorBauler/awesome-bearing-dataset

Bearing fault detection public datasets collection.

Size: 28.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

hchris1/CoMon

A simple tool for Condition Monitoring.

Language: C# - Size: 51.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

katulu-io/uniwear-dataset

Tidy multi-material machine tool wear dataset for prognostics and health monitoring.

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

Infineon/pred-main-xmc4700-kit

This repository contains the Amazon FreeRTOS software package for the XENSIV™ predictive maintenance evaluation kit EVAL_XMC47_PREDMAIN_AA.

Language: C - Size: 69.4 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 3

lg-lima1/condition-monitoring-app

NodeRED, InfluxDB and Grafana all together and pre-configured, ready to use together with the whole ctrlX Automation ecosystem.

Language: Shell - Size: 1.69 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

faisal-irzal/Predictive_maintenance_ML

Showcase how machine learning can help plant operator monitor equipment condition through correctly analyzing measurement data collected from many sensors.

Language: Jupyter Notebook - Size: 312 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 5

STMicroelectronics/fp-ind-datalogmc

The FP-IND-DATALOGMC function pack for STEVAL-STWINBX1 and EVLSPIN32G4-ACT is a powerful integrated toolkit for the next generation of smart actuators. It is derived from FP-SNS-DATALOG2 function pack and it allows the collection of heterogeneous data. Please check st.com where a more recent version of the software might be available.

Language: C - Size: 176 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

hchris1/Addon-CoMon

A simple tool for Condition Monitoring.

Language: Dockerfile - Size: 84 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

MaintenanceLTU/D0020B

Course project on Internet of Things and Signal Analysis for Condition Monitoring

Language: Python - Size: 3.92 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 4

amirberenji1995/damavand

Python package to simplify rotary machines vibration-based analysis

Language: Jupyter Notebook - Size: 6.51 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

PhanMinhPhat/maintenance-scheduler

AI-powered maintenance scheduling system using Deep Q-Learning

Language: Python - Size: 65.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

lfgodoi/rpm-deep-guesser

A deep learning-based RPM estimator based on spectral features extracted from vibration signals of rotating machines.

Language: Python - Size: 145 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

LGDiMaggio/Explainable-AI-for-Machine-Fault-Diagnosis

This project uses Explainable AI (XAI) to interpret machine learning models for diagnosing faults in industrial bearings. By applying SVM and kNN models and leveraging SHAP values, it enhances the transparency and reliability of machine learning in industrial condition monitoring.

Language: Jupyter Notebook - Size: 5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

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