Dung beetle optimization algorithm-based hybrid deep learning model for ultra-short-term PV power prediction

R Quan, Z Qiu, H Wan, Z Yang, X Li - iScience, 2024 - cell.com
A hybrid model combining self-attention temporal convolutional networks (SATCN) with
bidirectional long short-term memory (BiLSTM) networks was developed to improve the …

Remaining useful life prediction method for jointless track circuits based on multivariate feature fusion and nonlinear Wiener process

Q Li, J Lin, P Niu - Measurement Science and Technology, 2024 - iopscience.iop.org
Predicting the remaining useful life (RUL) of track circuits is essential to ensure the safe and
reliable operation of high-speed railways. In response to the challenges faced by current …

Simulation of novel Pt-M nanocatalysis for proton exchange membrane fuel cells

Y He, M Bai - AIP Advances, 2024 - pubs.aip.org
To enhance proton exchange membrane fuel cells, an ultra-thin cathode catalytic layer
based on PtPdCu nanowires is analyzed. The purpose is to optimize fuel cell performance …