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10 search results found

Rotating Machine Fault Data Set ⭐ 124

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

Cbm_codes_open ⭐ 58

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

Weibull Knowledge Informed Ml ⭐ 52

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

Btp Ai Sustainability Bootcamp ⭐ 28

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.

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

Camera Condition Monitoring ⭐ 8

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

Uniwear Dataset ⭐ 8

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

Python Ml Turbofan ⭐ 7

Fp Sns Datalog2 ⭐ 7

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. The package also includes an example of ultrasound condition monitoring (UltrasoundFFT).

Nyquist Explorer ⭐ 5

Vibration analysis tool, Signal processing tool

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Machine Learning Condition Monitoring (4)

Python Condition Monitoring (4)

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Bearing Fault Diagnosis Condition Monitoring (3)

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