proSIGE

CNPq project (Brazilian National Council for Scientific and Technological Development) whoso objective is to develop a system to Integrated Energy Management applied o large industries

Datasets

They are roughly organized by topics

✔️ = fully explored

Please give a brief description of the dataset, a link to kaggle/UCI/repository, and what have you done with it. Inform if you reached a unprecedented/awesome result

Energy and consumption

• Individual household electric power consumption
  • Time series
  • https://archive.ics.uci.edu/ml/datasets/individual+household+electric+power+consumption
  • Code available in: https://github.com/LeonardoSanBenitez/Loris-Industrial-Intelligence/blob/master/artificial_intelligence/09%20-%20Timeseries%20forecast/household_power_consumption%20(multi_step_lstm).ipynb
• Energy efficiency
  • https://archive.ics.uci.edu/ml/datasets/Energy+efficiency
• Appliances energy prediction
  • https://archive.ics.uci.edu/ml/datasets/Appliances+energy+prediction

Transmission and distribution

• Hourly energy demand, generation and weather
  • https://www.kaggle.com/nicholasjhana/energy-consumption-generation-prices-and-weather

Industry 4.0

• Quality Prediction in a Mining Process ✔️
  • https://www.kaggle.com/edumagalhaes/quality-prediction-in-a-mining-process
  • Code available in https://github.com/LeonardoSanBenitez/Loris-Industrial-Intelligence/tree/master/artificial_intelligence/08%20-%20Mining%20Dataset

Others

• Electric Motor Temperature
  • https://www.kaggle.com/wkirgsn/electric-motor-temperature