Artificial intelligence can make wind energy cheaper
Deploying artificial intelligence could allow wind turbines to work in a smarter way with environmental factors. The doctoral study of VUB researcher Timothy Verstraeten shows that wind energy can become cheaper and more efficient this way.
Deploying artificial intelligence could allow wind turbines to work in a smarter way with environmental factors. The doctoral study of VUB researcher Timothy Verstraeten shows that wind energy can become cheaper and more efficient this way.
Deploying artificial intelligence could allow wind turbines to work in a smarter way with environmental factors. The doctoral study of VUB researcher Timothy Verstraeten shows that wind energy can become cheaper and more efficient this way.
Environmental factors such as wind speed, wind direction or temperature constantly influence the operation of a wind turbine. This makes it difficult, even for experts, to fully and correctly map out the condition of a turbine. Verstraeten has now shown that artificial intelligence (AI) can help here.
The automatic processes AI unleashes on the condition of turbines can map how they relate to each other and when they are working well or poorly within the wind farm system. That "health check" can uncover complex relationships that can eventually reduce maintenance costs and also increase efficiency.
"There is great potential for wind turbines to interact more intelligently with their environment and with each other via AI," said the VUB researcher.
For his research, Verstraeten first had the wind turbines share information about their personal state with each other. Afterwards, the AI was used to get a global picture of how the wind turbines depend on each other. For example, a turbine at the front of the farm that is rotating leaves a slowed and turbulent wind flow behind it. This causes the turbines at the back of the farm to produce less energy. Using AI, the control system mitigates this kind of production loss across the entire wind farm.
Latest insights & stories
DE VLAAMSE KUSTVISIE
We zien ons klimaat veranderen. Door de toename van broeikasgassen warmt de atmosfeer op. Zeeën en oceanen zetten uit en ijskappen smelten. Met een stijging van de zeespiegel tot gevolg. De Vlaamse Kustvisie legt maatregelen vast om onze kust en het achterland op lange termijn te beschermen tegen die zeespiegelstijging. Daarvoor kijken we ook naar samenwerkingen over de grenzen heen. Want de klimaatverandering is een probleem dat ons allemaal raakt.
P&G en Living Tomorrow: Een gezamenlijk traject naar duurzame innovatie
P&G en Living Tomorrow gaan een spannende samenwerking aan die gericht is op het bevorderen van duurzaam wonen door middel van innovatieve technologieën en consumenteninzichten. Deze samenwerking omvat twee belangrijke initiatieven: de ontwikkeling van een “Irresistibly Superior and Sustainable Home” (i-SUHO) bij P&G's open accelerator InQbet en de oprichting van een 'Smart Sustainable Home Experience Centre' bij Living Tomorrow.
How AI democratises customer support
Discover how AI is transforming customer support, empowering businesses of all sizes to deliver personalized, high-quality service. Learn how AI-powered tools, such as large language models (LLMs), are leveling the playing field for SMEs and revolutionizing customer interactions with scalable, efficient, and tailored responses. Dive deeper into the potential of AI to enhance customer satisfaction and loyalty in our latest article.