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Welcome to the Awesome Industrial Datasets repository! This project aims to simplify the access to high-quality industrial datasets across various sectors such as chemical, mechanical, oil and gas, and more. These datasets are invaluable for researchers, engineers, and data scientists working on machine learning models and other analytical tasks that require real-world industrial data.
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🤝 If you're interested in contributing, please refer to our Contribution Guideline.
| Dataset Name | Labeled | Time Series | Simulation | Additional Tags |
|---|---|---|---|---|
| Green House Gas Produce By Different Industry | Yes | No | No | Environmental data; Greenhouse gases; Industry emissions; Sustainability; Emission tracking |
| Secure Water Treatment Swat Dataset | Yes | Yes | Yes | Water treatment; Cybersecurity; Anomaly detection; Sensor data; Time-series data |
| Air Quality | Yes | Yes | No | Air quality monitoring; Sensor data; Pollution levels; Time-series analysis; Environmental data |
| Electricity Load Diagrams 2011 2014 | Yes | Yes | No | Electricity consumption; Time-series data; Energy monitoring; Smart grid; Urban energy use |
| Sml2010 | Yes | Yes | No | Domotic systems; Environmental monitoring; Home automation; Time-series data; Energy efficiency |
| Combined Cycle Power Plant | Yes | No | No | Power plant; Energy output; Regression tasks; Environmental data; Multivariate data |
| Car Evaluation | Yes | No | No | Automobile evaluation; Decision-making; Categorical data; Multivariate data; Classification task |
| Iv2V And Iv2I Plus Industrial Datasets | Yes | Yes | No | Industrial communication; V2V; V2I; Wireless networks; Signal processing; AGVs; Time-series |
| Steel Plates Faults | Yes | No | No | Steel plates; Fault detection; Manufacturing; Pattern recognition; Classification tasks |
| Brent Oil Prices | Yes | Yes | No | Brent oil; Crude oil prices; Economic indicators; Market analysis; Financial markets |
| Wine Quality | Yes | No | No | Wine quality; Physicochemical analysis; Sensory data; Classification tasks; Regression tasks |
| High Storage System Data For Energy Optimization | Yes | Yes | INA | Energy optimization; High storage systems; Predictive analytics; Sensor data; Industrial energy efficiency |
| Global Power Plant Dataset | Yes | No | No | Global energy; Power plants; Renewable energy; Energy statistics; Environmental impact |
| Hill-Valley | Yes | No | No | Classification; Feature representation; Graph data; Pattern recognition |
| Oil And Gas | Yes | No | No | Oil industry; Gas industry; Energy sector; Economic analysis; Market trends |
| Steel Industry Energy Consumption | No | Yes | No | Energy consumption; Steel and iron production; Electricity usage data; CO2 emissions; Korea Electric Power Corporation |
| Appliances Energy Prediction | No | Yes | No | Indoor environment monitoring; ZigBee wireless network; Temperature data; Humidity data; Weather integration; Energy consumption; M-bus energy meters; Airport weather station |
| Uk Dale Dataset | Yes | Yes | No | Energy consumption; Smart homes; High-frequency data; Time-series analysis; Appliance monitoring |
| Bosch Production Line Performance | Yes | No | No | Manufacturing; Production line; Quality control; Industrial data; Machine learning |
| Gas Sensor Array Temperature Modulation | Yes | Yes | No | Gas sensing; MOX sensors; Temperature modulation; Environmental monitoring; Sensor arrays |
| Robot Execution Failures | Yes | Yes | No | Robotics; Failure detection; Force and torque data; Time-series analysis; Machine learning |
| Greend | Yes | Yes | No | Energy consumption; Household data; Smart grids; Time-series; Open data |
| Manufacturing Defects | Yes | No | No | Manufacturing defects; Quality control; Predictive modeling; Industrial analysis; Process optimization |
| Parts Manufacturing | Yes | No | No | Manufacturing; Industrial data; Quality control; Component measurements; Production optimization |
| Chemical Composition Of Ceramic Samples | Yes | No | No | Ceramic analysis; Chemical composition; X-ray fluorescence; Material science; Historical ceramics |
| Individual Household Electric Power Consumption | Yes | Yes | No | Electric power consumption; Time-series data; Energy monitoring; Smart grid; Household energy use |
| Oecd Data Crude Oil Production | Yes | Yes | No | Crude oil; OECD countries; Energy production; Economic analysis; Market trends |
| Secom | Yes | No | No | Manufacturing; Semi-conductor; Process optimization; Feature selection; Industrial data |
| Gas Sensor Arrays In Open Sampling Settings | Yes | Yes | No | Gas sensing; Sensor arrays; Environmental monitoring; Chemical detection; Open sampling settings |
| C-Mapss Aircraft Engine Simulator Data | Yes | Yes | Yes | Aircraft engine; Simulator data; Engine performance; Sensor data; Prognostics |
| Severstal Steel Defect Detection | Yes | No | No | Steel defects; Surface defects; Industrial quality control; Image classification; Machine learning |
| Eco Dataset | Yes | Yes | No | Electricity consumption; Occupancy detection; Smart meters; Energy efficiency; Household data |
| Mechanical Analysis | Yes | No | No | Fault diagnosis; Electromechanical devices; Component analysis; Classification tasks; Pump analysis |
| Data Driven Prediction Of Battery Cycle Life Before Capacity Degradation | Yes | Yes | No | Battery life prediction; Lithium-ion batteries; Charge-discharge cycles; Predictive maintenance; Energy storage |
| Oil Storage Tanks | Yes | Yes | No | Satellite imagery; Oil storage tanks; Object detection; Remote sensing; Geospatial analysis |
| Concrete Compressive Strength | Yes | No | No | Civil engineering; Material properties; Concrete strength; Regression data; Multivariate data |
| Steel Dataset | Yes | No | No | Steel manufacturing; Defect detection; Quality control; Industrial inspection; Manufacturing processes |
| Manufacturing Cost | Yes | No | No | Cost analysis; Production efficiency; Cost reduction; Economic analysis; Operational costs |
| Phm Data Challenge | Yes | Yes | No | PHM; Fault detection; Prognostics; Industrial monitoring; Time-series analysis; Plant monitoring |
| Energy Efficiency | Yes | No | Yes | Energy efficiency; Building simulation; Heating load; Cooling load; Environmental data |
| Cnc Mill Tool Wear | Yes | Yes | No | CNC milling; Tool wear detection; Predictive maintenance; Operational efficiency; Industrial sensors |
| Renewable Power Plants | Yes | No | No | Renewable energy; Power plants; Solar energy; Wind energy; Hydroelectric power |
| Multi Stage Continuous Flow Manufacturing Process | Yes | Yes | No | Manufacturing process; Continuous-flow; Sensor data; Process monitoring; Anomaly detection |
| Electrical Grid Stability Simulated Data | Yes | No | Yes | Electrical grid; Stability analysis; Smart grid; Simulation data; Physics |
| Business And Industry Reports | Yes | No | No | Economic data; Industry reports; Business statistics; Market analysis; U.S. Census data |
| Condition Monitoring Of Hydraulic Systems | Yes | Yes | No | Hydraulic systems; Condition monitoring; Sensor data; Time-series data; Mechanical systems |
| Gas Sensor Array Under Dynamic Gas Mixtures | Yes | Yes | No | Gas sensors; Dynamic mixtures; Sensor data; Time-series data; Chemical sensors |
| Ai4I 2020 Predictive Maintenance Dataset | Yes | Yes | Yes | Predictive maintenance; Synthetic data; Industry 4.0; Machine failure; Time-series data |
| Steel Industry Datasets | Yes | Yes | No | Steel production; Energy consumption; Manufacturing process; Industrial data; Operational efficiency |
| Sacac | INA | INA | INA | Control systems; Performance monitoring; Industrial data; Research; Process optimization |
| Vehicle Manufacturing Dataset | Yes | No | No | Vehicle production; Manufacturing quality; Operational efficiency; Automotive industry; Product testing |
| Power Consumption Of Tetuan City | Yes | Yes | No | Power consumption; Urban energy use; Time-series data; Weather data; Smart grid |
| Genesis Demonstrator Data For Machine Learning | Yes | Yes | INA | Robotics; Automation; Sensor data; Machine learning; Industrial systems |
| Gas Sensor Array Drift At Different Concentrations | Yes | Yes | No | Gas sensors; Sensor drift; Chemical sensing; Time-series data; Environmental monitoring |
| Productivity Prediction Of Garment Employees | Yes | No | No | Garment industry; Employee productivity; Manufacturing process; Workforce analytics; Performance prediction |
| Civil Engineering Cement Manufacturing Dataset | Yes | No | No | Civil engineering; Cement composition; Concrete strength; Structural engineering; Material science |
| Chemical Production India 2013 To 2020 | Yes | Yes | No | Chemical industry; Production data; India; Economic analysis; Time-series forecasting |
| Us Crude Oil Imports | Yes | Yes | No | Crude oil; Imports; U.S. economy; Energy economics; Market analysis |
| Water Distribution Wadi Dataset | Yes | Yes | Yes | Water distribution; Cybersecurity; Anomaly detection; Sensor data; Time-series data |
| Aps Failure At Scania Trucks | Yes | No | No | Scania trucks; APS system; Component failure; Predictive maintenance; Industrial data |
| Condition Based Maintenance Of Naval Propulsion Plants | Yes | No | No | Naval propulsion; Condition-based maintenance; Gas turbine; Simulation data; Performance decay |
| Oil Well | Yes | No | No | Oil well; Petroleum engineering; Production optimization; Operational data |
| Superconductivity Data | Yes | No | No | Superconductors; Material properties; Physics; Chemistry; Critical temperature |
| 3W | Yes | Yes | Both | Oil and Gas; Real events; Fault detection; Multivariate data; Sensor data; Time-series analysis; Oil wells; Machine learning benchmark |
| Pump Sensor Data | Yes | Yes | No | Sensor data; Pump monitoring; Predictive maintenance; Operational efficiency; Machine learning |
| Versatile Production System | Yes | Yes | INA | Industrial automation; Sensor data; Production systems; Quality control; Manufacturing processes |
| Solar Power Generation Data | Yes | Yes | No | Solar energy; Power generation data; Environmental factors; Energy forecasting; Renewable energy |
| Beijing Pm2 5 Data | Yes | Yes | No | Air quality; PM2.5 concentration; Meteorological data; Environmental monitoring; Time-series data |
| Panasonic 18650Pf Li Ion Battery Data | Yes | Yes | No | Li-ion battery; State of charge; Battery testing; Energy storage; Neural networks |
| Urban Land Cover | Yes | No | No | Urban land cover; Aerial imagery; Environmental monitoring; Remote sensing; Land use classification |
| Concrete Crack Images For Classification | Yes | No | No | Concrete; Crack detection; Image classification; Deep learning; Structural health monitoring |
| Wind Turbine Scada Dataset | Yes | Yes | No | Wind energy; SCADA; Operational data; Predictive maintenance; Energy efficiency |
| Maintenance Of Naval Propulsion Plants Dataset | Yes | No | Yes | Naval propulsion; Predictive maintenance; Operational efficiency; System performance; Maritime data |