Senior Design Team sdmay22-35, GridAI
Cloud-based Machine/Deep Learning for Power Grid Data Analytics
GridAI is an analytics application that provides insights in power consumption. Using artificial intelligence and machine learning, the application will be able to predict power outages in the near future with remarkable accuracy! The application also aims at detecting instabilities and anomalies in power consumption that can be notified to the power grid operators to diagnose potential problems. We aim to provide hourly updates on any developments/changes in the power consumption. This provides the power grid operators the flexibility to monitor the power consumption while simultaneously looking at the insights that application provides with the interpretations from the previously obtained data.