Forecast energy and power demand with machine learning

Machine Learning
Data Factory
Power BI

Solution Idea

If you'd like to see us expand this article with more information, such as potential use cases, alternative services, implementation considerations, or pricing guidance, let us know with GitHub Feedback!

Learn how Microsoft Azure can help accurately forecast spikes in demand for energy products and services to give your company a competitive advantage.

This solution is built on the Azure managed services: Azure Stream Analytics, Event Hubs, Azure Machine Learning, Azure SQL Database, Data Factory, and Power BI. These services run in a high-availability environment, patched and supported, allowing you to focus on your solution instead of the environment they run in.


Architecture diagram: using Azure services like Machine Learning in a solution that forecasts energy and power demand. Download an SVG of this architecture.


Next steps

See product documentation:

Learn more: