Litcius/Paper detail

Predicting heave and surge motions of a semi-submersible with neural networks

Xiaoxian Guo, Xiantao Zhang, Xinliang Tian, Xin Li, Wenyue Lu

2021Applied Ocean Research87 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkSurgeMotion (physics)Noise (video)Compensation (psychology)Submarine pipelineArtificial intelligenceTest dataComputer scienceEngineeringMarine engineeringTraining (meteorology)Training setLong short term memoryMotion compensationMachine learningWave motionTest (biology)Data modelingExperimental dataPredictive modellingBackpropagationSimulationMooringShip Hydrodynamics and ManeuverabilityWave and Wind Energy SystemsOcean Waves and Remote Sensing