Artificial Intelligence against the Future challenges of Power & Utilities (AIPU) September 9, 2021 • 14:00 CET
AI and ML Leadership Energy Technologies Energy VCs and Startups C-suite executives Renewables Utilization and Storage

Events with tag “Microgrids”

Sep, 9 4:00 PM CET

Increasing Clean Energy Access through AI

Leroy will present a case study on how NeedEnergy has used

  • Weather variables in training its models to predict and forecast energy generation for microgrids in remote areas.
  • Load Demand to train its Solar PV sizing tools, which bring insights and advice to utilities to respond to this demand with a combination of Solar PV and Battery Storage.
  • Power trading data and volumes to predict day-ahead prices that will encourage energy developers to trade in these platforms especially in developing regions.
  • Has been able to go beyond typical kWh/m² benchmarks and provide two linear models that can estimate residential electricity demand given a household’s monthly income and access to water.
Leroy T Nyangani Team Lead and a Co-founder at NeedEnergy