☆559Aug 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:
- A curated list of datasets, publically available for machine learning research in the area of manufacturing☆200Feb 17, 2022Updated 4 years ago
- An Awesome Synthetic Sensor Data Generator for Python3☆38Apr 30, 2019Updated 7 years ago
- A collection of open datasets for industrial applications, divided by categories☆114Apr 8, 2022Updated 4 years ago
- Machine Learning Study☆14Feb 10, 2023Updated 3 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆220Jan 5, 2025Updated last year
- AI Agents on 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.
- A curated collection of public industrial datasets.☆542Jul 14, 2026Updated 3 weeks ago
- data set for process monitoring on CNC machines☆142Jun 6, 2024Updated 2 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,208Apr 9, 2026Updated 4 months 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。☆293Jun 12, 2024Updated 2 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
- Early access articles, Journals, and Conferences☆28Apr 26, 2021Updated 5 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- ☆25Sep 2, 2021Updated 4 years ago
- An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications☆122May 27, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Machinery data, made easy. Easily download and prepare common industrial datasets.☆23Feb 13, 2024Updated 2 years ago
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 6 years ago
- Reinforcement Learning implementations and research prototyping in TensorFlow☆81Apr 28, 2019Updated 7 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
- Datasets for Predictive Maintenance☆168Jul 30, 2026Updated 2 weeks 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
- ☆17Jul 7, 2026Updated last month
- Prediction of remaining useful life (RUL)☆17Feb 23, 2018Updated 8 years ago
- ☆10Jan 20, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Statistics and Visualization of acceptance rate, main keyword of NeurIPS 2020 accepted papers☆16Oct 12, 2020Updated 5 years ago
- Code for Nature energy manuscript☆645Jul 6, 2023Updated 3 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆160Aug 3, 2022Updated 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
- 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
- Public (anonymized) predictive maintenance datasets from Huawei German Research Center.☆13Feb 7, 2020Updated 6 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 years ago
- ROS node for collecting data from one or more cameras/depth sensors☆11Jan 22, 2015Updated 11 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.
- Battery cell data from a 2013 Nissan Leaf☆25Sep 24, 2021Updated 4 years ago
- Datasets from a fluid catalytic cracking unit to evaluate FDD techniques☆24Dec 3, 2023Updated 2 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆161Jan 9, 2020Updated 6 years ago
- Implementation of graph-based semi-supervised algorithms☆10Dec 7, 2018Updated 7 years ago
- PCoE Li-ion Battery Data Modeling☆22Mar 29, 2023Updated 3 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆309Oct 26, 2021Updated 4 years ago