7min chapter

The Green Blueprint cover image

AI in the real world: Solar forecasting, EVs, and virtual power plants

The Green Blueprint

CHAPTER

Improving Solar Forecasting with Machine Learning

This chapter explores the application of machine learning in solar forecasting and its impact on power systems. It introduces Open Climate Fix, a nonprofit founded by Dr. Jack Kelly to bring machine learning to grid operators in the solar industry. The chapter discusses the limitations of conventional numerical weather predictions and explains how Open Climate Fix's machine learning model combines satellite imagery, weather prediction data, and real-time solar project data to accurately forecast solar output, resulting in cost savings.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode