一种合成残差式的反作用轮故障检测方法

何夏维, 蔡云泽, 严玲玲

A Combined Residual Detection Method of Reaction Wheel for Fault Detection

HE Xiawei, CAI Yunze, YAN Lingling

表3 经典回归模型精度对比

Tab.3 Accuracy comparisons of classical regression models

模型 R2 MAE MSE RMSE LASSO 0.9991 0.3625 0.2047 0.4524 RIDGE 0.9991 0.3624 0.2046 0.4524 ENet 0.9991 0.3625 0.2047 0.4524 KRR 0.9992 0.3529 0.1933 0.4397 SVR 0.9993 0.3186 0.1717 0.4144 XGBoost 0.9995 0.2554 0.1071 0.3273