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:
- Estimation of RUL (Remaining Useful Life) of NASA Turbobfan Engine☆11Nov 28, 2021Updated 4 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
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆30Nov 16, 2021Updated 4 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Dec 28, 2023Updated 2 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 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.
- 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
- It aims to implement a real-time system to monitor the tool condition and predict the Remaining Useful Life (RUL) Computer Numerical Cont…☆19May 24, 2020Updated 6 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆219Jan 5, 2025Updated last year
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 5 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆24Jan 7, 2023Updated 3 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆18Feb 18, 2024Updated 2 years ago
- Datasets for Predictive Maintenance☆169Sep 6, 2026Updated 3 weeks ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆29Apr 25, 2024Updated 2 years ago
- Chemical Processes Control☆12Dec 9, 2025Updated 9 months 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.
- Application of Transfer Learning for RUL Prediction☆31Apr 12, 2021Updated 5 years ago
- 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
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆44Apr 22, 2024Updated 2 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 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
- arxiv daily for speech translation, legal. Ref: Vincentqyw/cv-arxiv-daily☆15Jan 6, 2025Updated last year
- 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
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated last year
- Chemical Processes Instrumentation☆14Jun 3, 2023Updated 3 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.
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆37Feb 14, 2020Updated 6 years ago
- AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. This is my implementation of this model …☆11Aug 31, 2023Updated 3 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- Safety Risk Reliability Model Library☆12Jun 18, 2026Updated 3 months ago
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- Remaining Useful Life (NASA CMAPS Dataset)☆45May 15, 2019Updated 7 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 3 years ago
- Process Control Laboratory☆14Dec 7, 2020Updated 5 years ago
- The objective of this project is to showcase how the performance of a multi-sensor system can be improved by reducing uncertainty, improv…☆12Jun 20, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆50Apr 14, 2025Updated last year
- Applied machine-learning models, including linear regression, random forest regression, convolutional neural networks, and recurrent neur…☆10Nov 8, 2022Updated 3 years ago
- Getting data out of Siemens PLCs using the Snap7 library and presenting them as metrics that can be read by Prometheus☆15Jul 2, 2025Updated last year
- Remainin useful life prediction using Python.☆11Nov 27, 2019Updated 6 years ago
- Semi-Auto Machine Learning Library by d4rk-lucif3r☆11Jun 17, 2022Updated 4 years ago
- ☆13Jun 14, 2022Updated 4 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆14May 12, 2023Updated 3 years ago