intel-iot-devkit / motor-defect-detector-pythonLinks
Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.
☆29Updated 3 years ago
Alternatives and similar repositories for motor-defect-detector-python
Users that are interested in motor-defect-detector-python are comparing it to the libraries listed below
Sorting:
- ☆46Updated 3 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 6 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆155Updated 5 years ago
- Demonstration of MapR for Industrial IoT☆116Updated 3 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆142Updated 4 years ago
- Papers and datasets for Vibration Analysis☆200Updated 11 months ago
- Data for PHM 2015 data challenge☆15Updated 9 years ago
- time-series prediction for predictive maintenance☆56Updated 6 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆74Updated 4 years ago
- A framework to implement Machine Learning methods for time series data.☆18Updated 2 years ago
- Tool wear prediction by residual CNN☆78Updated 4 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆154Updated 3 years ago
- Machine learning applied to wind turbines incipient fault detection.☆93Updated 4 years ago
- Multivariate Regression and Classification Using an Adaptive Neuro-Fuzzy Inference System (Takagi-Sugeno) and Particle Swarm Optimization…☆52Updated 3 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆31Updated last year
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆284Updated last year
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆24Updated last year
- ☆24Updated 4 years ago
- Deep Learning applied to predictive maintenance use cases☆40Updated 5 years ago
- Analyze vibration/shock signal using python spicy, bumpy and python☆49Updated 9 years ago
- ☆42Updated 3 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆129Updated 7 years ago
- Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data☆42Updated 3 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 8 years ago
- Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based…☆129Updated 3 years ago
- Vibration Analysis for Fault Detection using STFT, FFT in Python☆24Updated 3 years ago
- Wind Turbine Fault Detection. Newer version @ https://github.com/lkev/wtphm☆73Updated 3 years ago
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibrati…☆21Updated 4 years ago
- Materials for PHM Conference 2016 Tutorial on Big Data☆21Updated 7 years ago
- Datasets for Predictive Maintenance☆150Updated 8 months ago