Abstract: Disclosed in the present disclosure are a hybrid photovoltaic power prediction method and system based on multi-resource data fusion. The method includes: acquiring historical power sequence data and external meteorological data on a day to be predicted; inputting the data into a trained convolutional neural network prediction sub-model, long short-term memory network prediction sub-model and extreme gradient boosting tree prediction sub-model to predict photovoltaic power; classifying weather types according to a cloud cover on the day to be predicted, and determining prediction weights of the prediction sub-models; and fusing prediction results of the prediction sub-models based on the weights to obtain a final the prediction result of the photovoltaic power.

Abstract: The present invention discloses a motor-magnetostrictive actuator hybrid brake-by-wire system. The system includes a motor, a transmission mechanism, a magnetostrictive-driving piston mechanism and a floating-caliper disc mechanism. The transmission mechanism includes a planetary gear set and a screw set, and is driven by the motor. The linear motion of the sleeve is achieved by the planetary gear set and screw set. The sleeve pushes forward the piston head of the magnetostrictive-driving piston mechanism and the piston head pushes forward the brake pad back plate of the floating-caliper disc mechanism to clamp the brake disc, which accomplishes braking.

Abstract: The present invention discloses a motor-magnetostrictive actuator hybrid brake-by-wire system. The system includes a motor, a transmission mechanism, a magnetostrictive-driving piston mechanism and a floating-caliper disc mechanism. The transmission mechanism includes a planetary gear set and a screw set, and is driven by the motor. The linear motion of the sleeve is achieved by the planetary gear set and screw set. The sleeve pushes forward the piston head of the magnetostrictive-driving piston mechanism and the piston head pushes forward the brake pad back plate of the floating-caliper disc mechanism to clamp the brake disc, which accomplishes braking.