boschresearch / CNC_MachiningLinks
data set for process monitoring on CNC machines
☆114Updated last year
Alternatives and similar repositories for CNC_Machining
Users that are interested in CNC_Machining are comparing it to the libraries listed below
Sorting:
- A curated list of datasets, publically available for machine learning research in the area of manufacturing☆180Updated 3 years ago
 - Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆73Updated 4 years ago
 - Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆161Updated 2 years ago
 - Datasets for Predictive Maintenance☆138Updated 5 months ago
 - This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆139Updated 4 years ago
 - collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆137Updated 4 years ago
 - This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆201Updated 9 months ago
 - A collection of open datasets for industrial applications, divided by categories☆97Updated 3 years ago
 - Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆84Updated 2 years ago
 - ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆29Updated last year
 - Papers and datasets for Vibration Analysis☆194Updated 9 months ago
 - N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆98Updated 2 years ago
 - A curated collection of public industrial datasets.☆258Updated 2 months ago
 - AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow☆221Updated 5 years ago
 - SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆81Updated 4 years ago
 - University Project for Anomaly Detection on Time Series data☆114Updated last year
 - Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆148Updated 5 years ago
 - A collection of datasets for RUL estimation as Lightning Data Modules.☆48Updated last year
 - In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆151Updated 3 years ago
 - This repository contains code for analyzing the TEP dataset, which is a public dataset for evaluating fault detection and diagnosis algor…☆31Updated 2 years ago
 - ☆39Updated 5 years ago
 - This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆94Updated 9 months ago
 - Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆89Updated last year
 - Multiclass classification of vibration signals of faulty bearings☆99Updated 6 years ago
 - ☆101Updated last year
 - This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆30Updated last year
 - Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆243Updated 5 years ago
 - Multiclass bearing fault classification using features learned by a deep neural network.☆35Updated 3 years ago
 - A pytorch implementation of Time-series Generative Adversarial Networks (https://github.com/jsyoon0823/TimeGAN)☆60Updated 4 years ago
 - The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computatio…☆105Updated 4 months ago