A Fault and Capacity Loss Prediction Method of Wind Power Station under Extreme Weather

Table 1

Group clustering results based on DBSCAN.

Clustering criterion	Clustering results	Fan unit number	Unit group capacity (MW)	Representative unit
Characteristics of wind turbine operating state	Cluster 1	101, 102, 103, 104, 105, 106, 107, 108, 109, 201, 202, 203, 208, 209, 306, 307	38	102
	Cluster 2	204, 205, 206, 207	10	204
	Cluster 3	301, 302, 303, 304, 305, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410	32	409