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Keywords: bayesian inference
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Proceedings Papers

Paper presented at the The 33rd International Ocean and Polar Engineering Conference, June 19–23, 2023
Paper Number: ISOPE-I-23-346
... differences in the energy across the tank, thus a non-ergodic wave field, wherefore it is often preferred to use the single summation model for wave generation in laboratory tests. social responsibility sustainable development bayesian inference wave field ocean energy spectra test case machine...
Proceedings Papers

Paper presented at the The 33rd International Ocean and Polar Engineering Conference, June 19–23, 2023
Paper Number: ISOPE-I-23-411
...), maximum likelihood method (Isobe and Kondo,1984), maximum entropic method (Hashimoto,1995) and Bayesian method (Hashimoto,1987). bayesian inference lidar wave gauge spectrum machine learning direction spectrum artificial intelligence wave directional spectrum wave spectrum wave surface...
Proceedings Papers

Paper presented at the The 33rd International Ocean and Polar Engineering Conference, June 19–23, 2023
Paper Number: ISOPE-I-23-063
... by random interference can lead to incorrect equivalent stress ranges and cycles, resulting in inaccurate fatigue life results. sustainability bayesian inference china government machine learning strain data social responsibility sustainable development wind turbine asia government...
Proceedings Papers

Paper presented at the The 33rd International Ocean and Polar Engineering Conference, June 19–23, 2023
Paper Number: ISOPE-I-23-043
... europe government measurement system bayesian model updating bayesian inference transfer function measurement data beuth verlag gmbh artificial intelligence shm system model parameter sensor climate chamber experimental setup temperature dependent transfer function dependence...
Proceedings Papers

Paper presented at the The 32nd International Ocean and Polar Engineering Conference, June 5–10, 2022
Paper Number: ISOPE-I-22-057
... node bayesian inference subsea system collision risk wind farm well planning machine learning drift collision dynamic collision probability wind energy ship ship collision university root node wind turbine foundation formula risk factor risk event offshore wind farm bayesian network...
Proceedings Papers

Paper presented at the The 32nd International Ocean and Polar Engineering Conference, June 5–10, 2022
Paper Number: ISOPE-I-22-521
..., optimization constrains and flexible design requirements is constructed under Bayesian inference framework. At last, three typical application scenarios are presented to demonstrate the capability of the framework. Results show that the proposed approach could provide a uniformed framework for design problem...
Proceedings Papers

Paper presented at the The 30th International Ocean and Polar Engineering Conference, October 11–16, 2020
Paper Number: ISOPE-I-20-1256
... upstream oil & gas machine learning artificial intelligence posterior distribution monthly average oceanographic parameter bayesian inference bayesian approach information wind speed sea spray assumption wilk data-generating process variance mincog model samuelsen wave...
Proceedings Papers

Paper presented at the The 30th International Ocean and Polar Engineering Conference, October 11–16, 2020
Paper Number: ISOPE-I-20-4255
..., there is no definite physical meaning for the hyperparameters introduced in the above algorithms. machine learning regression information evolutionary algorithm engineering support vector machine system identification identification bayesian inference parameter identification dynamic model artificial...
Proceedings Papers

Paper presented at the The 29th International Ocean and Polar Engineering Conference, June 16–21, 2019
Paper Number: ISOPE-I-19-303
... estimate spectrum wave direction time span time series cross-spectral analysis transition machine learning wave period ship response estimation wave height standard deviation wave buoy analogy artificial intelligence short-term variability frequency bayesian inference The Effect...
Proceedings Papers

Paper presented at the The 29th International Ocean and Polar Engineering Conference, June 16–21, 2019
Paper Number: ISOPE-I-19-685
... to provide reliable and better predictions over both calibration(interpolation) and evaluation(extrapolation). PREDICTION METHOD Bayesian inference for predictive density Bayesian inference is one of the method to estimate model parameters and their uncertainties(Higdon et al. 2008). Based on Bayes theorem...
Proceedings Papers

Paper presented at the The 28th International Ocean and Polar Engineering Conference, June 10–15, 2018
Paper Number: ISOPE-I-18-629
.... rayleigh std frequency artificial intelligence acceleration response machine learning finite element model shear building stiffness matrix constraint bandwidth damage assessment bayesian inference modal parameter stiffness parameter natural frequency bayesian probabilistic approach...
Proceedings Papers

Paper presented at the The 28th International Ocean and Polar Engineering Conference, June 10–15, 2018
Paper Number: ISOPE-I-18-024
... capability for state and parameter severe change, but it reduces the filtering accuracy. navigation equation full-depth autonomous underwater vehicle bayesian inference attitude angle artificial intelligence reservoir simulation algorithm strong tracking filter estimation machine learning...
Proceedings Papers

Paper presented at the The 27th International Ocean and Polar Engineering Conference, June 25–30, 2017
Paper Number: ISOPE-I-17-395
... upstream oil & gas information accuracy peak frequency best hyperparameter hyperparameter estimation stability significant wave height artificial intelligence wave directional spectrum emlm bayesian inference sddwm frequency surface elevation machine learning wave period...
Proceedings Papers

Paper presented at the The Twenty-fifth International Ocean and Polar Engineering Conference, June 21–26, 2015
Paper Number: ISOPE-I-15-220
... on different ports and channels worldwide to calculate collision risk and ensure safety. probability sensitivity analysis scenario bangladesh modification trajectory design machine learning freight & logistics services causation probability expert opinion bayesian inference well planning...
Proceedings Papers

Paper presented at the The Twenty-fourth International Ocean and Polar Engineering Conference, June 15–20, 2014
Paper Number: ISOPE-I-14-271
... learning coverage factor reliability evaluation upstream oil & gas failure rate parallel system series system bayesian network model bayesian inference artificial intelligence engineering probability subsystem reliability redundant system bayesian network common-cause failure control...
Proceedings Papers

Paper presented at the The Twenty-third International Offshore and Polar Engineering Conference, June 30–July 5, 2013
Paper Number: ISOPE-I-13-525
... risk assessment guideline international conference rbi reliability offshore structure bayesian inference determination consequence pipeline corrosion well integrity risk management probability inspection operation proceedings Fatigue Oriented Risk Based Inspection and Structural...
Proceedings Papers

Paper presented at the The Twenty-third International Offshore and Polar Engineering Conference, June 30–July 5, 2013
Paper Number: ISOPE-I-13-546
... design data probability measurement urn fpso standard deviation fatigue accumulation kaminski lifetime consumption spectrum prediction procedure information aalbert machine learning fatigue prediction bayesian inference bayesian analysis equation Fatigue Predictions using Statistical...
Proceedings Papers

Paper presented at the The Twenty-third International Offshore and Polar Engineering Conference, June 30–July 5, 2013
Paper Number: ISOPE-I-13-603
... an application is presented on the analysis of a hydraulic system of a ship rudder. diagram cnea cnea diagram information failure mode bayesian inference knowledge incident scenario risk management fta bayesian belief network probability representation risk and uncertainty assessment...
Proceedings Papers

Paper presented at the The Twenty-second International Offshore and Polar Engineering Conference, June 17–22, 2012
Paper Number: ISOPE-I-12-422
...Motion-based Wave Estimation by a Bayesian Inference Method: a Procedure for Pre-defining the Hyperparameters Iuri B. da Silva Bispo and Alexandre N. Simos Department of Naval Architecture and Ocean Engineering, University of São Paulo São Paulo, Brazil Eduardo A. Tannuri Department of Mechatronics...

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