Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-kuh6) and Remaining useful life prediction (RUL) through three different 'classical' methodologies
☆18Nov 21, 2023Updated 2 years ago
Alternatives and similar repositories for NASA-CMAPSS-DeepL
Users that are interested in NASA-CMAPSS-DeepL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Apr 18, 2021Updated 5 years ago
- Estimate Remaining Useful Life of a Machine☆12May 27, 2023Updated 3 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆14Jan 7, 2023Updated 3 years ago
- This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS si…☆14Nov 17, 2023Updated 2 years ago
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆31Nov 16, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Estimation of RUL (Remaining Useful Life) of NASA Turbobfan Engine☆12Nov 28, 2021Updated 4 years ago
- Prediction of Remaining Useful Life(RUL) for Aircraft Engine Using Neural Network Models☆14Dec 7, 2018Updated 7 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Dec 28, 2023Updated 2 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆221Jan 5, 2025Updated last year
- It aims to implement a real-time system to monitor the tool condition and predict the Remaining Useful Life (RUL) Computer Numerical Cont…☆20May 24, 2020Updated 6 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
- Datasets for Predictive Maintenance☆177Updated this week
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Oct 29, 2026Updated last week
- This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.☆13Jan 22, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM☆15May 11, 2026Updated 5 months ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆95Jun 19, 2023Updated 3 years ago
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆105Jul 5, 2021Updated 5 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆30Apr 25, 2024Updated 2 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 3 years ago
- Some solutions to Nise's Control Systems Engineering textbook using Python and Jupyter Notebooks.☆12Oct 5, 2025Updated last year
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆45Apr 22, 2024Updated 2 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆12Dec 20, 2021Updated 4 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆147Nov 6, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- Simple RFCOMM Server/Client implementation using the BlueCove Java library.☆12Apr 23, 2017Updated 9 years ago
- Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.☆14Nov 8, 2023Updated 2 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆39Jan 23, 2019Updated 7 years ago
- Applied machine-learning models, including linear regression, random forest regression, convolutional neural networks, and recurrent neur…☆10Nov 8, 2022Updated 3 years ago
- Remainin useful life prediction using Python.☆11Nov 27, 2019Updated 6 years ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated 2 years ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆17Feb 9, 2025Updated last year
- ☆10May 23, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- This project compares the accuracy of different machine learning models in the identification and classification of bearing faults from t…☆14Apr 24, 2022Updated 4 years ago
- ☆13Jun 14, 2022Updated 4 years ago
- This repository contains the coding aspect of the project Leakage Detection in Smart Water Distribution Systems, where the collected data…☆15Jul 22, 2024Updated 2 years ago
- This repository holds the results of a project on Remaining Useful Lifetime estimation of a turbofan engine for a course of Delft Univers…☆13Jan 18, 2018Updated 8 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆73Sep 29, 2022Updated 4 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆56Nov 10, 2021Updated 4 years ago