Hoonseok Park

Updated 2020-01-29

Data Repositories

• UCI Machine Learning Repository
• NASA Prognostics Data Repository
• BigML
• UCR Time Series Classification Archive
• Time Series Classification
• Kaggle
• OpenMV
• Applied Predictive Modeling
• Numenta Anomaly Benchmark
• PhysioNet
• OpenNeuro

Dataset List for Research & Projects

Manufacturing

• SECOM
• SETFI
• Wafer
• Metal Etch Data for Fault Detection Evaluation
• Bosch Production Line Performance
• Machine Failure
• Hard Drive Failure
• Steel Plates Faults Data Set
• Mercedes-Benz Greener Manufacturing
• Caterpillar Tube Pricing
• Severstal: Steel Defect Detection
• Sustainable Industry: Rinse Over Run
• PHM Data Challenge 2014
• PHM Data Challenge 2015
• PHM Data Challenge 2016
• PHM Data Challenge 2017
• PHM Data Challenge 2018
• PHM Data Challenge 2019
• Case Western Reserve University Bearing Data
• Edge milling heads Dataset
• Weakly Supervised Learning for Industrial Optical Inspection

Energy

• Smart Energy Data: Aachen/ Cologne Smart Factory
• Smart Energy Data: Aachen/ Cologne Virtual Power Plant
• Solar Power Generation
• AMS 2013-2014 Solar Energy Prediction Contest
• ASHRAE-Great Energy Predictor III
• Power Laws: Cold Start Energy Forecasting
• Power Laws: Optimizing Demand-side Strategies
• Power Laws: Detecting Anomalies in Usage
• Power Laws: Forecasting Energy Consumption
• Open Power System Data

EEG

• Temple University Hospital EEG
• BCI Competitions
• CHB-MIT Scalp EEG Database