Photo by @annjica

AI-enabled Wind Farms

Can Artificial Intelligence Contribute to More Renewable Energy?

This summer a wind farm equipped with AI software navigated a wave of negative wholesale prices in Australia. Thus according to an article in Smart Energy International: demonstrating the power of AI to enhance the performance of clean energy assets. According to the same text it was said:

“This time, artificial intelligence is being used to save the planet,” Schwarzenegger.

However whether this can be attributed to Arnold Schwazenegger I am unsure.

We Need Wind Power

AMS’s optimised bidding software mentioned in the article is ‘technology agnostic’ (whatever that is), and substantially increases the revenues of storage, wind, solar and other generation assets in wholesale electricity markets.

Turbines with AI

  • Increased efficiency,
  • better spare-parts forecasting,
  • reduced downtime,
  • and lower unplanned maintenance costs.

An article in Wind Power Engineering mentions a few different points regarding what areas that could possibly be areas for application.

  • SCADA data (mean, minimum, maximum, and standard deviations),
  • Maintenance data (component replacement dates, lubrication events, etc.),
  • Failure histories
  • Firmware updates
  • CMS data (if available)

Further tomorrow

This is #500daysofAI and you are reading article 169. I write one new article about or related to artificial intelligence every day for 500 days.

AI Policy and Ethics at Student at University of Copenhagen MSc in Social Data Science. All views are my own.

Love podcasts or audiobooks? Learn on the go with our new app.