[HTML][HTML] Bi-LSTM, GRU and 1D-CNN models for short-term photovoltaic panel efficiency forecasting case amorphous silicon grid-connected PV system

AA Mansour, A Tilioua, M Touzani - Results in Engineering, 2024 - Elsevier
Photovoltaic (PV) panels stand as a prominent solution to meet the world's growing energy
demands, due to their resistance to hard climate conditions, low-cost maintenance, and long …

Research on energy management strategy for fuel cell hybrid electric vehicles based on improved dynamic programming and air supply optimization

J Chen, H He, YX Wang, S Quan, Z Zhang, Z Wei… - Energy, 2024 - Elsevier
It is crucial to accurately calculate the cost function of the energy management strategy
(EMS) of the hybrid powertrain to improve the hydrogen economy of the system. This paper …

Process production process quality prediction model based on LSTM optimized by SSA

D Sun, Z Li, M Wang, H Zheng, W Yan, C Ye - 2023 - researchsquare.com
Process production in manufacturing industry has the characteristics of strong continuity and
complex timing coupling. To solve the problem of gradient explosion or disappearance …