A curated collection of public industrial datasets.
☆478Feb 24, 2026Updated 3 months ago
Alternatives and similar repositories for awesome-industrial-datasets
Users that are interested in awesome-industrial-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 collection of open datasets for industrial applications, divided by categories☆110Apr 8, 2022Updated 4 years ago
- ☆552Aug 30, 2019Updated 6 years ago
- A curated list of datasets, publically available for machine learning research in the area of manufacturing☆195Feb 17, 2022Updated 4 years ago
- Repository linked to "Anomaly detection in Smart-manufacturing era: A review"☆20Aug 20, 2023Updated 2 years ago
- ☆31Apr 29, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 本科毕业设计 - 基于数据解析的化工生产过程诊断☆16Apr 15, 2022Updated 4 years ago
- ☆28Feb 12, 2023Updated 3 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging☆10Jun 2, 2025Updated last year
- Source code of the paper "Deep Learning of Latent Variable Models for Industrial Process Monitoring".☆10Dec 18, 2021Updated 4 years ago
- Industrial process, Silicon content, molten iron quality (MIQ) prediction, soft sensor, deep learning, sintering process, blast furnace i…☆33Jun 29, 2024Updated last year
- Industrial Language-Image Dataset (ILID), a web-crawled dataset containing language-image samples from various web catalogs, representing…☆17Jun 4, 2025Updated last year
- The first realistic and public dataset with rare undesirable real events in oil wells.☆130Jun 3, 2022Updated 4 years ago
- Example of Flower and Opacus framework working together☆12Aug 24, 2021Updated 4 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.
- The RASPA plugin for the AiiDA workflow and provenance engine. http://www.aiida.net☆13Aug 27, 2023Updated 2 years ago
- ☆25Sep 2, 2021Updated 4 years ago
- FailureSensorIQ, a dataset and benchmark to probe LLMs’ reasoning and comprehension of sensor–failure relationships in industrial systems…☆43Jun 6, 2026Updated last week
- We collect various accident data of NPP by PCTRAN☆80May 8, 2026Updated last month
- pyTEP is an open-source simulation API for the Tennessee Eastman process in Python. It facilitates the setup of complex simulation scenar…☆38Jan 9, 2022Updated 4 years ago
- Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'☆15Jan 13, 2024Updated 2 years ago
- Multivariate Time Series Classification- Activity Recognition☆16Jun 5, 2020Updated 6 years ago
- Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.☆23Nov 13, 2023Updated 2 years ago
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆16Nov 21, 2023Updated 2 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.
- Fault Diagnosis of Wheeled Robot Based on Prior Knowledge and Spatial-temporal difference graph convolutional network☆45Apr 3, 2023Updated 3 years ago
- This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research（实验室自采齿轮箱开源数据集，包含稳定转速和时变转速）☆35Mar 22, 2026Updated 2 months ago
- Code for extrapolation in materials property prediction as proposed in "Known Unknowns: Out-of-Distribution Property Prediction in Materi…☆34Jan 16, 2026Updated 4 months ago
- Papers for LLM and foundation models for time series analytics☆47Oct 15, 2024Updated last year
- Based on the mHC architecture proposed by deepseek, the residual links of the existing iTransformer are replaced and updated to obtain a …☆31Mar 18, 2026Updated 2 months ago
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 11 months ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆45Oct 15, 2024Updated last year
- ☆18Sep 10, 2019Updated 6 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆30Aug 3, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Company has a fleet of devices transmitting daily aggregated telemetry attributes.Predictive maintenance techniques are designed to help …☆16Feb 23, 2021Updated 5 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- One-Shot Recognition of Manufacturing Defects in Steel Surfaces☆42Feb 24, 2021Updated 5 years ago
- HANNA: Hard-constraint Neural Network for Consistent Activity Coefficient Prediction☆25Jan 21, 2026Updated 4 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆35Jul 6, 2025Updated 11 months ago
- ☆11Oct 9, 2022Updated 3 years ago
- ☆10May 29, 2024Updated 2 years ago