Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.
☆38Jan 23, 2019Updated 7 years ago
Alternatives and similar repositories for predictive-maintenance-lstm
Users that are interested in predictive-maintenance-lstm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 5 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 6 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆26Oct 15, 2024Updated last year
- This LSTM is used to predict the rest useful lifetime of ball-bearings. Its programmed with Pytorch and uses the PRONOSTIA Dataset.☆20Nov 29, 2019Updated 6 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆37Feb 14, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- to prediction the remain useful life of bearing based on 2012 PHM data☆316Jan 17, 2021Updated 5 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Dec 7, 2018Updated 7 years ago
- Remain useful life prediction of rolling bearing.☆59Oct 30, 2020Updated 5 years ago
- Prediction of Remaining Useful Life(RUL) for Aircraft Engine Using Neural Network Models☆13Dec 7, 2018Updated 7 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆481Mar 24, 2021Updated 5 years ago
- Flask app for monitoring OEE☆11Sep 25, 2023Updated 2 years ago
- For better estimation of aero-engine RUL, we concatenate 1-D CNN and LSTM in a parallel structure.☆15Aug 28, 2020Updated 5 years ago
- Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs☆199Sep 19, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆27Nov 11, 2019Updated 6 years ago
- ☆60Mar 24, 2023Updated 3 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆118Apr 11, 2023Updated 2 years ago
- Using LSTM to predict bearings' remaining useful life☆51Apr 30, 2021Updated 4 years ago
- ☆60Jan 18, 2026Updated 2 months ago
- 刀具剩余寿命预测☆74Apr 17, 2020Updated 5 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Apr 13, 2023Updated 2 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Nov 15, 2019Updated 6 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆43Apr 15, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Remainin useful life prediction using Python.☆11Nov 27, 2019Updated 6 years ago
- Remaining Useful Life (NASA CMAPS Dataset)☆45May 15, 2019Updated 6 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆151Jan 6, 2022Updated 4 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆143Jan 24, 2021Updated 5 years ago
- ☆16Aug 11, 2022Updated 3 years ago
- CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds☆29Jun 19, 2024Updated last year
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- A regression based approach to estimate the Remaining Useful Life (RUL) of a paper mill for a web break prediction problem.☆13May 5, 2022Updated 3 years ago
- We will do a condition monitoring of a test hydraulic rig, using various sensor values and using xgboost for classification☆12Sep 1, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆22Sep 26, 2022Updated 3 years ago
- Combining Kalman Filter with Particle Filter for real time object tracking.☆10Mar 6, 2021Updated 5 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆217Jan 5, 2025Updated last year
- Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural n…☆35Oct 16, 2021Updated 4 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- Spark - Bearing RUL Predictions☆19Mar 28, 2017Updated 9 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆134Nov 6, 2020Updated 5 years ago