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Keywords: bayesian inference
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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 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 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 30th International Ocean and Polar Engineering Conference, October 11–16, 2020
Paper Number: ISOPE-I-20-1256
...ABSTRACT ABSTRACT The application of Bayesian inference in prediction of meteorological and oceanographic parameters to improve the estimation of sea spray icing in the Arctic region is purposed. Reanalysis data from NOrwegian ReAnalysis 10km (NORA10) during 33 years are applied to evaluate...
Proceedings Papers

Paper presented at the The 29th International Ocean and Polar Engineering Conference, June 16–21, 2019
Paper Number: ISOPE-I-19-685
... calibration prediction bayesian inference prediction performance machine learning posterior density engineering multi-model averaging concrete creep long-term creep creep algorithm artificial intelligence estimation predictive density creep model creep prediction evaluation...
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-19-333
... oil & gas probability hep vh profile machine learning annular pressure drilling hmi misleading equation hep hep low posterior probability well control operational safety bayesian inference risk and uncertainty assessment contour line hmi nominal likelihood podofillini hmi good...
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
... 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 application bayesian directional method 2017...
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-13-546
..., Anchorage, Alaska, ISOPE, Vol 4, 470 artificial intelligence measurement data design data probability measurement urn fpso standard deviation fatigue accumulation kaminski lifetime consumption spectrum prediction procedure information aalbert machine learning fatigue prediction bayesian...
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-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-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...
Proceedings Papers

Paper presented at the The Twenty-second International Offshore and Polar Engineering Conference, June 17–22, 2012
Paper Number: ISOPE-I-12-186
... behavior and improve reliability and risk analysis. system reliability critical component different scenario midstream oil & gas engineering liquified natural gas probability regasification system ttf lng redundancy gas monetization bayesian inference probability distribution risk...
Proceedings Papers

Paper presented at the The Twentieth International Offshore and Polar Engineering Conference, June 20–25, 2010
Paper Number: ISOPE-I-10-331
... collision occurred off Ningbo port, causing the collapse of the bridge under construction and the death of 4 seamen. vessel traffic safety safety bayesian inference wind speed transit environmental contributor vessel accident unconditional probability hypothesis marine transportation...
Proceedings Papers

Paper presented at the The Nineteenth International Offshore and Polar Engineering Conference, July 21–26, 2009
Paper Number: ISOPE-I-09-058
... spectrum has a value greater than zero, and it changes according to the known ratio in both frequency and directional angle. equation integration frequency unidirectional spectrum bayesian method bidirectional spectrum bayesian inference directional wave spectra doppler spectra fourier...
Proceedings Papers

Paper presented at the The Eighteenth International Offshore and Polar Engineering Conference, July 6–11, 2008
Paper Number: ISOPE-I-08-374
.... (1998). Bayesian Prediction of Elastic Modulus of Concrete, Journal of Structural Engineering, 124 (1), 89-95. Spiegelhalter D. J., Thoms A., Best N. G. and Gilks W. R. (2007) WINBUGS: Bayesian inference using Gibbs sampling, Version 1.4, Cambridge: Medical Research Council Biostatistics Unit. Crystal...

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