Multivariate Risk Assessment for Offshore Jacket Platforms by Gaidai Reliability Method

Oleg Gaidai , Yu Cao , Yan Zhu , Fuxi Zhang , Hongchen Li

Journal of Marine Science and Application ›› 2024, Vol. 24 ›› Issue (2) : 428 -436.

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Journal of Marine Science and Application ›› 2024, Vol. 24 ›› Issue (2) : 428 -436. DOI: 10.1007/s11804-024-00542-y
Research Article

Multivariate Risk Assessment for Offshore Jacket Platforms by Gaidai Reliability Method

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Abstract

The novel structural reliability methodology presented in this study is especially well suited for multidimensional structural dynamics that are physically measured or numerically simulated over a representative timelapse. The Gaidai multivariate reliability method is applied to an operational offshore Jacket platform that operates in Bohai Bay. This study demonstrates the feasibility of this method to accurately estimate collapse risks in dynamic systems under in situ environmental stressors. Modern reliability approaches do not cope easily with the high dimensionality of real engineering dynamic systems, as well as nonlinear intercorrelations between various structural components. The Jacket offshore platform is chosen as the case study for this reliability analysis because of the presence of various hotspot stresses that synchronously arise in its structural parts. The authors provide a straightforward, precise method for estimating overall risks of operational failure, damage, or hazard for nonlinear multidimensional dynamic systems. The latter tool is important for offshore engineers during the design stage.

Keywords

Monte carlo simulation / System reliability / Jacket offshore structure / Bohai bay / Energy

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Oleg Gaidai, Yu Cao, Yan Zhu, Fuxi Zhang, Hongchen Li. Multivariate Risk Assessment for Offshore Jacket Platforms by Gaidai Reliability Method. Journal of Marine Science and Application, 2024, 24(2): 428-436 DOI:10.1007/s11804-024-00542-y

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References

[1]

AhmadiH. A probability distribution model for SCFs in internally ring-stiffened tubular KT-joints of offshore structures subjected to out-of-plane bending loads. Ocean Engineering, 2016, 116: 184-199

[2]

AliS, EkkiralaW, HieuN, AzimovU. Seismic Sensitivity Studies for Fixed Offshore Platforms. Offshore Technology Conference Asia, Kuala Lumpur, Malaysia, 2016

[3]

American Petroleum Institute (API)Recommended Practice for Planning, Design, and Construct Fixed Offshore Platform, 2002

[4]

ANSYS Inc.ANSYS theory reference, Release 5.6, 1994

[5]

Balakrishna R, Gaidai O, Wang F, Xing Y, Wang S (2022) A novel design approach for estimation of extreme load responses of a 10-MW floating semi-submersible type wind turbine. Ocean Engineering 261. https://doi.org/10.1016/j.oceaneng.2022.112007

[6]

ColesS, TawnJ. Statistical Methods for Multivariate Extremes: An Application to Structural Design. Journal of the Royal Statistical Society: Series C (Applied Statistics), 1994, 43(1): 1-48

[7]

DNV-RP-C205Environmental conditions and environmental loads, 2021

[8]

DNV-RP-H103Modelling and analysis of marine operations, 2017

[9]

Feng K, Ji J, Wang K, Wei D, Zhou C, Ni Q (2022) A novel order spectrum-based Vold-Kalman filter bandwidth selection scheme for fault diagnosis of gearbox in offshore wind turbines. Ocean Engineering 266(3). https://doi.org/10.1016/j.oceaneng.2022.112920

[10]

Gaidai O, Cao Y, Loginov S (2023) Global cardiovascular diseases death rate prediction. Current Problems in Cardiology 48(5). https://doi.org/10.1016/j.cpcardiol.2023.101622

[11]

Gaidai O, Fu S, Xing Y (2022a) Novel reliability method for multidimensional nonlinear dynamic systems. Marine Structures 86. https://doi.org/10.1016/j.marstruc.2022.103278

[12]

GaidaiO, LiuZ, WangK, BaiX. Current COVID-19 Epidemic Risks in Brazil. Epidemiology International Journal, 2023, 7(2): 1-10

[13]

Gaidai O, Sheng J, Cao Y, Zhang F, Zhu Y, Loginov S (2024c) Public health system sustainability assessment by Gaidai hypersurface approach. Current Problems in Cardiology 49(3). https://doi.org/10.1016/j.cpcardiol.2024.102391

[14]

GaidaiO, ShengJ, CaoY, ZhuY, LoginovS. Generic COVID-19 epidemic forecast for Estonia by Gaidai multivariate reliability method. Franklin Open, 2024

[15]

GaidaiO, ShengJ, CaoY, ZhuY, WangK, LiuZ. Limit hypersurface state of art Gaidai risk assessment approach for oil tankers Arctic operational safety. J Ocean Eng Mar Energy, 2024, 10: 351-364

[16]

GaidaiO, SunJ, WangF. Energy harvester reliability study by Gaidai reliability method. Climate resilience and sustainability, 2024, 3(1): 64

[17]

Gaidai O, Wang F, Cao Y, Liu Z (2024a) 4400 TEU cargo ship dynamic analysis by Gaidai reliability method. J. shipp. trd 9(1). https://doi.org/10.1186/s41072-023-00159-4

[18]

GaidaiO, WangF, YakimovV, SunJ, BalakrishnaR. Lifetime assessment for riser systems. GRN TECH RES SUSTAIN, 2023, 3: 4

[19]

Gaidai O, Xing Y (2022b) Novel reliability method validation for offshore structural dynamic response. Ocean Engineering 266(5). https://doi.org/10.1016/j.oceaneng.2022.113016

[20]

Gaidai O, Xing Y, Balakrishna R, Xu J (2023a) Improving extreme offshore wind speed prediction by using deconvolution. Heliyon 9(2). https://doi.org/10.1016/j.heliyon.2023.e13533

[21]

GaidaiO, XingY, XuJ, BalakrishnaR. Gaidai-Xing reliability method validation for 10-MW floating wind turbines. Scientific Reports, 2023, 13(1): 8691

[22]

GaidaiO, XuJ, YakimovV, WangF. Analytical and Computational Modeling for Multi-Degree of Freedom Systems: Estimating the Likelihood of an FOWT Structural Failure. Journal of Marine Science and Engineering, 2023, 11(6): 1237

[23]

Gaidai O, Yakimov V, Zhang F (2023f) COVID-19 spatio-temporal forecast in England. Biosystems. https://doi.org/10.1016/j.biosystems.2023.105035

[24]

Gaidai O, Yakimov V, Wang F, Hu Q, Storhaug G, Wang K (2023d) Lifetime assessment for container vessels. Applied Ocean Research. https://doi.org/10.1016/j.apor.2023.103708

[25]

GaidaiO, YakimovV, WangF, SunJ, WangK. Bivariate reliability analysis for floating wind turbines. International Journal of Low-Carbon Technologies, 2024, 19: 63-72

[26]

Gaidai O, Yakimov V, Wang F, Zhang F (2023j) Safety design study for energy harvesters. Sustainable Energy res 10(15). https://doi.org/10.1186/s40807-023-00085-w

[27]

Gaidai O, Yakimov V, Wang F, Zhang F, Balakrishna R (2023i) Floating wind turbines structural details fatigue life assessment. Scientific Reports 13(1). https://doi.org/10.1038/s41598-023-43554-4

[28]

GaidaiO, YanP, XingY, XuJ, ZhangF, WuY. Oil tanker under ice loadings. Scientific Reports, 2023, 13(1): 8670

[29]

Gaidai O, Yakimov V, Balakrishna R (2023h) Dementia death rates prediction. BMC Psychiatry 23(691). https://doi.org/10.1186/s12888-023-05172-2

[30]

Gaidai O, Yakimov V, Hu Q, Loginov S (2024d) Multivariate risks assessment for complex bio-systems by Gaidai reliability method. Systems and Soft Computing. https://doi.org/10.1016/j.sasc.2024.200074

[31]

Gaidai O, Yakimov V, Niu Y, Liu Z (2023l) Gaidai-Yakimov reliability method for high-dimensional spatio-temporal biosystems. Biosystems. https://doi.org/10.1016/j.biosystems.2023.105073

[32]

Gaidai O, Yakimov V, Sun J, van Loon E (2023m) Singapore COVID-19 data cross-validation by the Gaidai reliability method. npj Viruses 1(9). https://doi.org/10.1038/s44298-023-00006-0

[33]

Gaidai O, Yakimov V, van Loon E (2023k) Influenza-type epidemic risks by spatio-temporal Gaidai-Yakimov method. Dialogues in Health 3(2). https://doi.org/10.1016/j.dialog.2023.100157

[34]

LiuZ, GaidaiO, SunJ, XingY. Deconvolution approach for floating wind turbines. Energy Science & Engineering, 2023, 11(8): 2742-2750

[35]

LvX, YuanD, MaX, TaoJ. Wave characteristics analysis in Bohai Sea based on ECMWF wind field. Ocean Engineering, 2014, 91: 159-171

[36]

MadsenHO, KrenkS, LindNCMethods of structural safety, 1986, Englewood Cliffs, Prentice-Hall Inc

[37]

Nassiraei H, Rezadoost P (2020) Parametric study and formula for SCFs of FRP-strengthened CHS T/Y-joints under out-of-plane bending load. Ocean Engineering 221. https://doi.org/10.1016/j.oceaneng.2020.108313

[38]

NassiraeiH, RezadoostP. Probabilistic analysis of the SCFs in tubular T/Y-joints reinforced with FRP under axial, in-plane bending, and out-of-plane bending loads. Structures, 2022, 35: 1078-1097

[39]

Numerical Algorithms GroupNAG Toolbox for Matlab, 2010, Oxford, UK, NAG Ltd

[40]

RaheemS, AalE, AbdelShafyA, FahmyM. Seismic response analysis of fixed jacket-type offshore structures based on power spectrum density Driven input. Ships and Offshore Structures, 2022, 17(4): 877-888

[41]

RaheemS, AalE, AbdelShafyA, FahmyM, MansourM. In-place analysis for pile structural response of fixed jacket offshore platform. Ships and Offshore Structures, 2022, 17(6): 1224-1237

[42]

RaheemS, AalE, AbdelShafyA, MansourM, OmarM. Numerical analysis for structure-pile-fluid-soil interaction model of fixed offshore platform. Ocean Systems Engineering, 2020, 10(3): 243-266

[43]

RaheemS, AalE, AbdelShafyA, FahmyM, MansourM. Pile-soil-structure interaction effect on structural response of piled jacket-supported offshore platform through in-place analysis. Earthquakes and Structures, 2020, 18(4): 407-421

[44]

SmithR L, TawnJ A, YuenH K. Statistics of Multivariate Extremes. International Statistical Review, 1990, 58(1): 47-58

[45]

Stansberg CT, Amundsen A, Fouques S, Okland O (2013) Second-order random wave kinematics and resulting loads on a bottom-fixed slender monopile. International Conference on Offshore Mechanics and Arctic Engineering 8. https://doi.org/10.1115/OMAE2013-11405

[46]

Sun J, Gaidai O, Wang F, Yakimov V (2023a) Gaidai reliability method for fixed offshore structures. J Braz. Soc. Mech. Sci. Eng 46(27). https://doi.org/10.1007/s40430-023-04607-x

[47]

SunJ, GaidaiO, XingY, WangF, LiuZ. On safe offshore energy exploration in the Gulf of Eilat. Quality and Reliability Engineering International, 2023, 39(7): 2957-2966

[48]

TianX, WangQ, LiuG, LiuY, XieY, DengW. Topology optimization design for offshore platform jacket structure. Applied Ocean Research, 2019, 84: 38-50

[49]

Thoft-ChristensenP, MurotsuYApplication of structural systems reliability theory, 1986, Berlin, Springer-Verlag

[50]

WangZ, WuK, ZhouL, WuL. Wave characteristics and extreme parameters in the Bohai sea. China Ocean Engineering, 2012, 26(2): 341-350

[51]

Yakimov V, Gaidai O, Wang F, Wang K (2023a) Arctic naval launch and recovery operations, under ice impact interactions. Applications in Engineering Science. https://doi.org/10.1016/j.apples.2023.100146

[52]

Yakimov V, Gaidai O, Wang F, Xu X, Niu Y, Wang K (2023b) Fatigue assessment for FPSO hawsers. International Journal of Naval Architecture and Ocean Engineering. https://doi.org/10.1016/j.ijnaoe.2023.100540

[53]

YakimovV, GaidaiO, XuJ, WangF. Liquid carbon storage tanker disaster resilience. Environment Systems and Decisions, 2023, 43: 746-757

[54]

Zavvar E, Henneberg J, Guedes Soares C (2023) Stress concentration factors in FRP-reinforced tubular DKT joints under axial loads. Marine Structures 90. https://doi.org/10.1016/j.marstruc.2023.103429

[55]

ZhaoY G, OnoT. A general procedure for first/second order reliability method (FORM/SORM). Structural Safety, 1999, 21(2): 95-112

[56]

Zhu R, Peng W, Wang D, Huang C (2023) Bayesian transfer learning with active querying for intelligent cross-machine fault prognosis under limited data. Mechanical Systems and Signal Processing 183. https://doi.org/10.1016/j.ymssp.2022.109628

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Harbin Engineering University and Springer-Verlag GmbH Germany, part of Springer Nature

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