Fleet oriented pattern mining combined with time series signature extraction for understanding of wind farm response to storm conditions

Offshore wind turbine installations are rapidly spreading around Europe and all over the world. These turbines are typically installed in large wind farms combining turbines of the same type. Farm owners target maximal performance of the farm in general and particularly predictability of behaviour. The latter is getting increasingly important since offshore wind farms are being managed more and more as conventional power plants driven by the electricity market supply and demand considerations. The context of zero subsidy farms exposes farm operators to fluctuations in electricity market prices. As such, deep understanding of farm behaviour is essential to come up with a good strategy to deal with these fluctuations.

ISBN:978-981-15-9198-3

Trefwoorden:Pattern mining, fleet analysis, Wind energy

Toegankelijkheid:Closed