Assessment of Stochastic Approaches in Prediction of Wave-Induced Pipeline Scour Depth

AbstractScouring phenomena below a pipeline exposed to waves is intrinsically a stochastic process. There is a huge level of uncertainty due to effective parameters on the scour depth prediction an...

[1]  K. Abbaspour,et al.  Estimating Uncertain Flow and Transport Parameters Using a Sequential Uncertainty Fitting Procedure , 2004 .

[2]  Keith Beven,et al.  The future of distributed models: model calibration and uncertainty prediction. , 1992 .

[3]  Jane R. Frankenberger,et al.  Uncertainties in DRAINMOD predictions of subsurface drain flow for an Indiana silt loam using the GLUE methodology , 2006 .

[4]  T. Culver,et al.  Prediction uncertainty and data worth assessment for groundwater transport times in an agricultural catchment , 2018, Journal of Hydrology.

[5]  B. Sumer,et al.  The mechanics of scour in the marine environment , 2002 .

[6]  Jing Yang,et al.  Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China , 2008 .

[7]  Gabriele Freni,et al.  Urban runoff modelling uncertainty: Comparison among Bayesian and pseudo-Bayesian methods , 2009, Environ. Model. Softw..

[8]  Liang Cheng,et al.  Numerical investigation of local scour beneath a sagging subsea pipeline in steady currents , 2018, Coastal Engineering.

[9]  Gao Fuping.  Scour of the Seabed Under A Pipeline in Oscillating Flow , 2001 .

[10]  J. Feyen,et al.  GLUE Based Assessment on the Overall Predictions of a MIKE SHE Application , 2009 .

[11]  Bofu Yu,et al.  Streamflow and Sediment Yield Prediction for Watershed Prioritization in the Upper Blue Nile River Basin, Ethiopia , 2017 .

[12]  Mohammad Najafzadeh,et al.  Extraction of optimal equations for evaluation of pipeline scour depth due to currents , 2018 .

[13]  K. Qu,et al.  Experimental and Numerical Investigation of Local Scour Around Submarine Piggyback Pipeline Under Steady Current , 2018, Journal of Ocean University of China.

[14]  H. J. S. Fernando,et al.  Numerical simulation of scour around pipelines using an Euler–Euler coupled two-phase model , 2005 .

[15]  M. H. Kazeminezhad,et al.  AN ALTERNATIVE APPROACH FOR INVESTIGATION OF THE WAVE-INDUCED SCOUR AROUND PIPELINES , 2010 .

[16]  Hazi Mohammad Azamathulla,et al.  Genetic Programming for Predicting Longitudinal Dispersion Coefficients in Streams , 2011 .

[17]  Jianping Zhao,et al.  CFD Numerical Simulation of the Submarine Pipeline With a Spoiler , 2009 .

[18]  A. Etemad-Shahidi,et al.  COMPARISON BETWEEN M5 MODEL TREE AND NEURAL NETWORKS FOR PREDICTION OF SIGNIFICANT WAVE HEIGHT IN LAKE SUPERIOR , 2009 .

[19]  Mohammad Najafzadeh,et al.  Prediction of pipeline scour depth in clear-water and live-bed conditions using group method of data handling , 2012, Neural Computing and Applications.

[20]  Michael Affenzeller,et al.  HeuristicLab: A Generic and Extensible Optimization Environment , 2005 .

[21]  Stephan M. Winkler,et al.  Architecture and Design of the HeuristicLab Optimization Environment , 2014 .

[22]  Yakun Guo,et al.  Calculation and experiment on scour depth for submarine pipeline with a spoiler , 2012 .

[23]  Amir Etemad-Shahidi,et al.  Classification and Regression Trees Approach for Predicting Current-Induced Scour Depth Under Pipelines , 2014 .

[24]  M. H. Kazeminezhad,et al.  Prediction of wave-induced scour depth under submarine pipelines using machine learning approach , 2011 .

[25]  Bin Teng,et al.  A numerical model for onset of scour below offshore pipelines , 2009 .

[26]  H. Md. Azamathulla,et al.  Linear genetic programming to scour below submerged pipeline , 2011 .

[27]  A. Sharafati,et al.  Assessment of Dam Overtopping Reliability using SUFI Based Overtopping Threshold Curve , 2018, Water Resources Management.

[28]  Mir Emad Mousavi,et al.  The Equivalent Depth of Wave-Induced Scour Around Offshore Pipelines , 2009 .

[29]  H. Md. Azamathulla,et al.  Predicting wave-induced scour around a circular pile , 2012 .