... storm surge japan government artificial intelligence upstream oil & gas machine learning wave height simulation high wave probability distribution future climate osaka bay major bay hindcast typhoon future change characteristic sst maximum storm surge asia government...

... storm surge sst condition asia government wave height return period japan government artificial intelligence extreme storm surge ise bay bootstrap method future design condition contingency planning dispersion probability distribution future climate future sst condition extreme...

... height and wave period in the 100-year return period using the optimal marginal and three-dimensional joint probability distributions. Based on the empirical load calculation mode, the reasonable combination coefficient of the wind-wave load is given. It is also verified that the wind-wave load...

... probability distributions of external forces acting on an existing shore protection facility with the proposed method. In addition, we calculated the design external force with the conventional design method, and then evaluated its return period by referring the occurrence probability distribution...

... load monitoring scheme relies on a data-driven model that receives features retrieved from SCADA data and yields the probability distribution of the structural response. The constituent neural networks are trained via supervised learning based on the labelled data retrieved while strain sensors...

... ABSTRACT This paper aims to analyze the behavior and influence of pitting corrosion depth over the years in a subsea pipeline used for oil and gas exploration by a structural reliability approach. The references used to model the pit depth and its probability distributions were...

... of the probability distribution of sea states in the region (sea state climate). spatial reasoning sea state satellite path matrix non-stationary model prediction gaussian random field rmse machine learning spatial domain gaussian space probabilistic prediction artificial intelligence random...

... chamfers than lower chamfers. artificial intelligence test condition cargo hold midstream oil & gas liquified natural gas comparison pressure number filling weibull distribution high filling weather side cp max standard lngc impact pressure experiment probability distribution...

... subsea system winterstein naess platform case 2 upstream oil & gas offshore platform artificial intelligence reference point probability distribution wave elevation equation exceedance prob air gap eigenvalue analysis wave crest distribution directional case 1 Prediction...

... risk and uncertainty assessment statistical model water level wave height simulation steepness regional wave affective factor risk assessment estimation surge runup height probability distribution artificial intelligence return period machine learning risk management archimedean...

... commision offshore projects planning and execution load case subsea system wind energy deviation renewable energy probability distribution monte carlo ABSTRACT In this work, we present four different methodologies for reducing the computational effort of fatigue assessment for offshore wind...

... pressure value lng probability distribution analysis result machine learning distribution function outlier analysis experimental data experiment analysis method impact pressure midstream oil & gas gas monetization artificial intelligence statistical analysis Study on Treatment...

... at a low sampling frequency in frequency domain. kl divergence neural network diagnosis divergence value artificial neural network probability distribution ann output failure case density estimation divergence vibration signal fault diagnosis probability density estimation abnormal...

... ABSTRACT A methodology to estimate the probability distributions of the strain demand caused by lateral spreading due to soil liquefaction is presented. Strain demand distributions indicate the variability in the strain demands due to uncertainties arising from the seismic sources, site...

...Reconsidering Fatigue Limit State Load Sets for Jacket Substructures Utilizing Probability Distributions of Environmental States Jan Ha¨fele, Clemens Hu¨bler, Cristian Guillermo Gebhardt, Raimund Rolfes Institute of Structural Analysis, Leibniz Universita¨t Hannover, Germany ABSTRACT Combinations...

... and their associated errors. Presently, the most commonly used crest-height probability distributions fall short of providing a full description of the observed data. Probability distributions from a linear description of the sea surface are nonconservative, whereas probability distributions at second-order...

... analysis of published history database. Suitable number of leak scenarios has been defined by performing the procedure in MATLAB program. The method developed in this paper can produce arbitrary number of leak scenarios that are needed, and can reasonably represent the probability distribution of different...

...]. For this reason the industry is very concerned about the severity of pitting corrosion as well as the severity of channelling corrosion. probability distribution materials and corrosion extreme value distribution water management ev distribution riser corrosion melcher pit depth data flowline...

... accident, an appropriate procedure is required. This paper conceptually proposes a fully quantitative-probabilistic FRA procedure to evaluate the design temperature distribution and probable failed area of interested objects. In the proposed procedure, probability distributions of the random variables...

... probability distribution artificial intelligence probability kurtosis bfi water depth Freak waves in three-dimensional random wave trains Jinxuan Li, Shuxue Liu, Jiqing Yang State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology Dalian, China ABSTRACT A wave-basin...