Time series prediction based on LSTM neural network for top tension response of umbilical cables
Authors:
- Jun YanJYJun Yan
- Youyou ZhangYZYouyou Zhang
- Qi SuQSQi Su
- Rundong LiRLRundong Li
- Hao LiHLHao Li
- Zhaokuan LuZLZhaokuan Lu
- Hailong LuHLHailong Lu
- Qingzhen LuQLQingzhen Lu
- 13 June 2023
- journal article
- research article
- Published by Elsevier in Marine Structures
- Vol. 91
Abstract
No abstract availableKeywords
This publication has 24 references indexed in Scilit:
- Wavelet network meta-models for the analysis of slender offshore structuresEngineering Structures, 2014
- Probabilistic assessment of parametric instability of a top tensioned riser in irregular wavesJournal of Marine Science and Technology, 2013
- ANN-based surrogate models for the analysis of mooring lines and risersApplied Ocean Research, 2013
- Damage detection in offshore structures using neural networksMarine Structures, 2010
- Response prediction of long flexible risers subject to forced harmonic vibrationJournal of Marine Science and Technology, 2009
- Neural networks in the dynamic response analysis of slender marine structuresApplied Ocean Research, 2007
- Forecasting wind with neural networksMarine Structures, 2003
- On-line wave predictionMarine Structures, 2002
- A Comparative Review on the Functional Forms of Directional Wave SpectrumCoastal Engineering Journal, 1999
- Long Short-Term MemoryNeural Computation, 1997