A curated collection of public industrial datasets.
☆504Feb 24, 2026Updated 4 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☆111Apr 8, 2022Updated 4 years ago
- A curated list of public dataset related to Industry 4.0.☆23Nov 4, 2022Updated 3 years ago
- A curated list of datasets, publically available for machine learning research in the area of manufacturing☆197Feb 17, 2022Updated 4 years ago
- 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
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- 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.
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆13May 26, 2026Updated last month
- Industrial process, Silicon content, molten iron quality (MIQ) prediction, soft sensor, deep learning, sintering process, blast furnace i…☆34Jun 29, 2024Updated 2 years ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- The code repository for ICML'25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"☆15May 4, 2026Updated 2 months ago
- The first realistic and public dataset with rare undesirable real events in oil wells.☆131Jun 3, 2022Updated 4 years ago
- AiiDA workflows for the LSMO laboratory at EPFL☆12Sep 8, 2023Updated 2 years ago
- Autoencoder-based Change Point Detection in Time Series Data using a Time-Invariant Representation☆40Jul 21, 2021Updated 4 years ago
- 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
- 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.
- FailureSensorIQ, a dataset and benchmark to probe LLMs’ reasoning and comprehension of sensor–failure relationships in industrial systems…☆45Jun 25, 2026Updated last week
- pyTEP is an open-source simulation API for the Tennessee Eastman process in Python. It facilitates the setup of complex simulation scenar…☆40Jan 9, 2022Updated 4 years ago
- Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'☆16Jan 13, 2024Updated 2 years ago
- ORCA's QUBO solver running on a simulated PT-Series☆14Dec 21, 2021Updated 4 years ago
- Purposed a network traffic classification and prediction model based on CNN, TCN and Attention mechanism.☆23Nov 13, 2023Updated 2 years ago
- Time Series Analysis and Forecasting with TensorFlow, ARIMA, and Prophet☆24May 31, 2021Updated 5 years ago
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆17Nov 21, 2023Updated 2 years ago
- 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）☆36Mar 22, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated last year
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆45Oct 15, 2024Updated last year
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆31Aug 3, 2023Updated 2 years ago
- ☆27Aug 25, 2023Updated 2 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆35Jul 6, 2025Updated 11 months ago
- Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM☆15May 11, 2026Updated last month
- ☆11Oct 9, 2022Updated 3 years ago
- Soft sensor modelling using multiple machine learning algorithms☆25Jul 1, 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.
- ☆51Jun 17, 2025Updated last year
- ☆10May 29, 2024Updated 2 years ago
- Fault Detection and Classification techniques using Deep Learning and Machine Learning based architectures to detect the UAV maloperation…☆15Sep 2, 2021Updated 4 years ago
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 3, 2025Updated last year
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集，包含稳定转速和时变转速）☆115Mar 21, 2026Updated 3 months ago
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆26Aug 15, 2023Updated 2 years ago