A reliability-based framework for offshore monopile design using CPT data and deep learning enhanced adaptive metamodeling
Ahmet Can Mert, Xiangfeng Guo, Zhichao Shen, Hua Chen Pan, Daniel Dias
Topics & Concepts
Offshore wind powerReliability (semiconductor)KrigingEmbedmentOffshore geotechnical engineeringComputer scienceUncertainty quantificationCone penetration testPileRange (aeronautics)Artificial neural networkSubmarine pipelineInterval (graph theory)EngineeringProbability distributionMetamodelingReliability engineeringGeotechnical engineeringPrediction intervalMarine engineeringTurbineConvolutional neural networkFoundation (evidence)Sensitivity (control systems)Stochastic simulationShallow foundationUnderwaterStructural Integrity and Reliability AnalysisConcrete Corrosion and DurabilityInfrastructure Maintenance and Monitoring