Decarbonization Avenue : Solar O&M

Innovation Insights

Predictive analytics and maintenance using AI and BD

Predictive maintenance is emerging as an essential tool to keep high technical and economic performances of solar PV plants. Such maintenance is possible through the use of data and applying machine learning and artificial intelligence concepts to these data.

Such data can include both data from the power plant components (modules, inverters..) as well from external parameters such as climate and weather.

Applying powerful data mining and analyses tools to such data can provide advance  intelligence to asset owners on fault prediction, specific suggestions for maintenance activities and expected impacts from weather and climate.

 

Relevant for

  • Solar power professional
  • Artificial intelligence & machine learning professional

Innovation sector

  • IT & digital

Web Resources

Solar Support launches analytics program to minimize legacy inverter downtime

14-12-2020

Website : Link

Innovation Category

Stakeholders

Industry


Here’s the main obstacle to solar plant predictive maintenance according to DNV GL

18-02-2021

Website : Link

Innovation Category

Stakeholders

Industry


Domain

Type of innovation

Digital

Stakeholders

Solution provider

Industry

Solar energy