Fault Diagnosis of Wind Turbines Based on a Support Vector Machine Optimized by the Sparrow Search Algorithm - Tuerxun, Wumaier; Chang, Xu; Hongyu, Guo; Zhijie, Jin; Huajian, Zhou (IEEE access, 2021)
Keywords: Biological system modeling; Electric power generation; Energy conversion efficiency; Fault diagnosis; Kernel; Kernel functions; Maintenance costs; Mathematical models; Model accuracy; Optimization; parameter optimization; Parameters; SCADA systems; Search algorithms; Sparrow search algorithm (SSA); Supervisory control and data acquisition; support vector machine (SVM); Support vector machines; Turbines; Wind farms; Wind power generation; Wind turbines