Method for controlling wind turbines of a wind park using a trained AI model

A method for controlling wind turbines of a first wind park, the method comprising:

• obtaining first incident signal data from a plurality of wind turbines arranged in a plurality of wind parks besides the first wind park, wherein the first incident signal data includes incident signals generated by the wind turbines;
• feeding the first incident signal data to an artificial intelligence (AI) model and training the AI model by means of the first incident signal data in order to identify patterns in the incident signals generated by the wind turbines, wherein the patterns identified by the AI model include combinations of identical or similar incident signals generated by two or more wind turbines of the plurality of wind turbines, and wherein the two or more wind turbines are located in a second wind park;
• identifying one or more actions performed by the two or more wind turbines in response to the incident signals generated by the wind turbines, and, based thereon, associating one or more actions to the identified patterns;
• during operation of the wind turbines of the first wind park, detecting incident signals from one or more wind turbines of the first wind park;
• comparing the incident signals from the one or more wind turbines of the first wind park to the patterns identified by the AI model;
• in response to determining the incident signals from the one or more wind turbines of the first wind park match at least one pattern of the identified patterns, controlling the one or more wind turbines of the first wind park by performing the one or more actions associated with the at least one pattern;
• obtaining second incident signal data from the wind turbines of the first wind park, during operation of the first wind park;
• feeding the second incident signal data to the AI model;
• and
• retraining the AI model based on the second incident signal data, thereby improving the AI model;
• and
• determining that an extreme weather event is occurring, based on comparing incident signals from one or more wind turbines of the first wind park to patterns identified by the retrained AI model.