Keywords: gear pump; RUL; DCAE; Bi-LSTM; health indicator 1. Introduction With the dramatic growth of the machinery industry, humans have put forward higher requirements for the reliability of machinery and equipment [1]. Hydraulic equipment is extensively used in construction machinery, and the ...
基于BI-LSTM神经网络融合attention机制的楼宇屋顶光伏功率预测方法专利信息由爱企查专利频道提供,基于BI-LSTM神经网络融合attention机制的楼宇屋顶光伏功率预测方法说明:本发明公开了基于BI‑LSTM神经网络融合attention机制的楼宇屋顶光伏功率预测方法包括:获取...专利
After performing the preprocessing step, the deep contextualized word representation (DCWR) approach is applied to compute the deep features. Then, the principal component analysis (PCA) approach is applied to minimize the feature space. Finally, the Bi-LSTM classifier is trained on the computed ...
Medical Image Segmentation Using Grey Wolf-Based U-Net with Bi-Directional Convolutional LSTM In recent years, deep learning-based networks have been able to achieve state-of-the-art performance in medical image segmentation. U-Net, one of the curre... G Tamilmani,CP Varma,VB Devi,... - ...
SS symmetry Article Research on Prediction Method of Gear Pump Remaining Useful Life Based on DCAE and Bi-LSTM Chenyang Wang 1,2,*, Wanlu Jiang 1,2, Yi Yue 1,2 and Shuqing Zhang 3 1 Hebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan ...