IBM offers big data analytics and weather modeling to tackle intermittence issues of renewables

Facebook
Twitter
LinkedIn
Reddit
Email

IBM has introduced an advanced power and weather modeling technology that will help utilities increase the reliability of renewable energy resources. The solution combines weather prediction and analytics to accurately forecast the availability solar PV energy. The Hybrid Renewable Energy Forecasting” (HyRef) technology uses weather modeling capabilities, advanced cloud imaging technology and sky-facing cameras to track cloud movements, while sensors on the turbines monitor wind speed, temperature and direction.

Problem

Energy utilities around the world are employing a host of strategies to integrate new renewable energy resources into their operating systems in order to reach a baseline goal of a 25% renewable energy mix globally by 2025. Applying analytics and harnessing big data will allow utilities to tackle the intermittent nature of renewable energy and forecast power production from solar and wind.

This article requires Premium SubscriptionBasic (FREE) Subscription

Try Premium for just $1

  • Full premium access for the first month at only $1
  • Converts to an annual rate after 30 days unless cancelled
  • Cancel anytime during the trial period

Premium Benefits

  • Expert industry analysis and interviews
  • Digital access to PV Tech Power journal
  • Exclusive event discounts

Or get the full Premium subscription right away

Or continue reading this article for free

Solution

The Hybrid Renewable Energy Forecaster represents advancements in weather modeling technology, stemming from innovations such as ‘Deep Thunder.’  Developed by IBM, Deep Thunder provides high-resolution, micro-forecasts for weather in a region – ranging from a metropolitan area up to an entire state – with calculations as fine as every square kilometer. When coupled with business data, it can help businesses and governments tailor services, change routes and deploy equipment-to minimize the effects of major weather events by reducing costs, improving service and even saving lives.

Applications

PV power plants.

Platform

The solution combines weather prediction and analytics to accurately forecast the availability of wind power and solar energy. This will enable utilities to integrate more renewable energy into the power grid, helping to reduce carbon emissions while significantly improving clean energy output for consumers and businesses.

Availability

August 2013 onwards. 

Read Next

October 30, 2026
Norwegian independent power producer (IPP) Scatec has been impacted by an impairment loss from its solar PV plants and intangible assets in Ukraine and Pakistan during its third quarter results for 2026.
Premium
October 30, 2026
Renewabl's JP Cerda speaks to PV Tech Premium about changing corporate procurement strategies and the impact of negative electricity prices.
October 30, 2026
The 200MW FPV project in Malaysia will be one of the largest floating solar developments in Southeast Asia, built using Masdar's experience from 145MW Cirata plant in Indonesia.
October 30, 2026
US solar manufacturer First Solar reported net sales of US$1.23 billion for the third quarter of 2026, down 23% year-on-year.
Premium
October 30, 2026
Ahead of PV ModuleTech Europe, Veronica Bermúdez Benito talks with PV Tech Premium about capex, common PV procurement mistakes and the importance of opex for LCOE.
October 30, 2026
US CBP has released solar cell shipments from Japanese manufacturer TOYO’s Ethiopian facility after reviewing its supply chain documentation.

Upcoming Events

Solar Media Events
November 3, 2026
Málaga, Spain
Solar Media Events
November 24, 2026
Warsaw, Poland
Solar Media Events
February 2, 2027
London, UK
Solar Media Events
April 20, 2027
Istanbul, Türkiye