☆553Aug 30, 2019Updated 6 years ago
Alternatives and similar repositories for awesome-industrial-machine-datasets
Users that are interested in awesome-industrial-machine-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Awesome Synthetic Sensor Data Generator for Python3☆38Apr 30, 2019Updated 7 years ago
- A curated list of datasets, publically available for machine learning research in the area of manufacturing☆197Feb 17, 2022Updated 4 years ago
- A collection of open datasets for industrial applications, divided by categories☆111Apr 8, 2022Updated 4 years ago
- A curated collection of public industrial datasets.☆515Feb 24, 2026Updated 4 months ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆218Jan 5, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Developed at the IEEE CS SPIT Aeravat 1.0 AI Hackathon☆19Mar 24, 2024Updated 2 years ago
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆73Jul 31, 2018Updated 7 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆27Apr 25, 2024Updated 2 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,189Apr 9, 2026Updated 2 months ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- Early access articles, Journals, and Conferences☆28Apr 26, 2021Updated 5 years ago
- An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications☆121May 27, 2025Updated last year
- data set for process monitoring on CNC machines☆142Jun 6, 2024Updated 2 years ago
- 2019.04.13부터 시작한 스터디 모임의 repository입니다. 주교재: https://www.gitbook.com/book/ddanggle/interpy-kr☆19Aug 4, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Datasets from a fluid catalytic cracking unit to evaluate FDD techniques☆24Dec 3, 2023Updated 2 years ago
- Estimation of RUL (Remaining Useful Life) of NASA Turbobfan Engine☆10Nov 28, 2021Updated 4 years ago
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 6 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 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.☆85Apr 2, 2023Updated 3 years ago
- Datasets for Predictive Maintenance☆162May 8, 2025Updated last year
- Reinforcement Learning implementations and research prototyping in TensorFlow☆81Apr 28, 2019Updated 7 years ago
- Prediction of remaining useful life (RUL)☆17Feb 23, 2018Updated 8 years ago
- Code for Nature energy manuscript☆633Jul 6, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆160Aug 3, 2022Updated 3 years ago
- 分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。☆288Jun 12, 2024Updated 2 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
- ☆47Jan 3, 2023Updated 3 years ago
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆29Nov 16, 2021Updated 4 years ago
- Exploratory Data Analysis of the engine simulation data in dataset 6, subset FD001, from https://ti.arc.nasa.gov/tech/dash/groups/pcoe/pr…☆16Apr 11, 2018Updated 8 years ago
- ROS node for collecting data from one or more cameras/depth sensors☆11Jan 22, 2015Updated 11 years ago
- PCoE Li-ion Battery Data Modeling☆22Mar 29, 2023Updated 3 years ago
- 2017工业大数据创新竞赛/风机叶片结冰预测大赛☆48Nov 15, 2018Updated 7 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.
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆162Jan 9, 2020Updated 6 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆235Jul 28, 2023Updated 2 years ago
- Code used to generate the results of the paper: Nascimento et al. A framework for Li-ion battery prognosis based on hybrid Bayesian physi…☆68Aug 29, 2023Updated 2 years ago
- ☆206Nov 18, 2019Updated 6 years ago
- ☆10Jan 8, 2019Updated 7 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆488Mar 24, 2021Updated 5 years ago