Project „Neural Power“

Goal

Use Artificial Intelligence to identify and schedule the shiftable energy consumption of households according to the availability of renewable energies based on an aggregated energy signal.

Tasks

  • Gain hands-on experience with the application of state-of-the-art AI concepts in the context of a real research project.
  • Implement a running prototype with AI-based modules to solve real-world challenges in energy consumption planning.
  • Focused tasks for applying AI: Appliance Detection, Energy Signal Disaggregation and Electricity Price Forecasting.

Required Skills

  • Programming skills mandatory (Python preferred)
  • Experience in version control systems (e.g., Git)
  • Benefitial: Know-How in Machine Learning
  • Open-minded character
  • Outstanding teamwork
  • Great communication skills
  • High motivation and interest in the topic

Project Overview Slides