Application of Improved LSTM Neural Network in Time-Series Prediction of Extreme Short-Term Wave

Application of Improved LSTM Neural Network in Time-Series Prediction of Extreme Short-Term Wave

Efficient and accurate extreme short-term prediction is of great significance for the safety of ship and marine structures in actual sea waves. Due to the stochastic of actual sea waves, short-term prediction always uses time series analysis. The neural networks, particularly long short-term memory...

Full description

Bibliographic Details
Main Author: SHANG Fancheng, LI Chuanqing, ZHAN Ke, ZHU Renchuan
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2023-06-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
extreme short-term prediction
time-series analysis
long short-term memory (lstm) neural network
generative adversarial
Online Access:https://xuebao.sjtu.edu.cn/article/2023/1006-2467/1006-2467-57-6-659.shtml

Internet

https://xuebao.sjtu.edu.cn/article/2023/1006-2467/1006-2467-57-6-659.shtml

Similar Items