Outsmarting the Energy Grid with AI

Explore a cutting-edge approach to household energy management in this 30-minute conference talk from Devoxx. Discover how Ixor leverages AWS Lambda to create a data-driven AI architecture for efficient energy module control. Learn about the integration of real-time and historical data for forecasting and optimal scheduling, utilizing low-latency data ingestion and processing techniques. Gain insights into the use of scalable storage solutions like S3 and DynamoDB for robust historical data handling. Delve into the technical intricacies of implementing advanced algorithms that generate optimal energy schedules, considering dynamic pricing, solar predictions, and consumption forecasts. Understand the design patterns and best practices employed to create a resilient and efficient system in a serverless environment. Uncover strategies for overcoming common pitfalls and optimizing performance while maintaining linear cost scalability. Witness how innovative technology paves the way for smarter, more efficient energy management in homes.

Outsmarting the energy grid with AI by Peter Defreyne