پیش بینی عمر مفید اعضای سکوی فراساحل با الگوریتم جنگل تصادفی

Abd Alhusein TA, Kadim JA, “Fatigue Analysis of fixed jacket platform using FEM”, International Journal of Scientific & Engineering Research, 2020, 11, 2229-5518.‏

Aeran A, Siriwardane SC, Mikkelsen O, Langen I, “A new nonlinear fatigue damage model based only on SN curve parameters”, International Journal of Fatigue, 2017, 103, 327-341. https://doi.org/10.1016/j.ijfatigue.2017.06.017

Ali L, Khan S, Bashmal S, Iqbal N, Dai W, Bai Y, “Fatigue crack monitoring of T-type joints in steel offshore oil and gas jacket platform”, Sensors, 2021, 21 (9), 3294. https://doi.org/10.3390/s21093294

Amirafshari P, Brenan F, Kolios A, “A fracture mechanics framework for optimising design and inspection of offshore Wind Turbine support structures against fatigue failure”, Wind Energy Science, 2020, 10.5194/wes-2020-65. https://doi.org/10.5194/wes-6-677-2021

API-recommended Practice 2A-WSD, twenty-first ed., 2000. RP 2A-WSD.

Asgarian B, Koozegar P, “Investigating the effect of joint flexibility on fatigue assessment in fixed offshore steel platforms”, Journal of Struct. Steel, 2011, 5 (10).

Avendano-Valencia LD, Abdallah I, Chatzi E, “Virtual fatigue diagnostics of wake-affected wind turbine via Gaussian Process Regression”, Renewable Energy, 2021, 170. 10.1016/j.renene.2021.02.003. https://doi.org/10.1016/j.renene.2021.02.003

Barltrop ND, Adams AJ, “Dynamics of fixed marine structures”, Butterworth-Heinemann, 2013, 91.‏

Bhowmik S, “Life extension of offshore structure using machine learning”, In Offshore Technology ConferenceBrasil.OnePetro,2019. https://doi.org/10.4043/29759-MS

Correia JA, Correia M, Holm M, Ekeborg J, Lesiuk G, Castro JM, Calçada R, “Evaluation of fatigue design curves for a double-side welded connection used in offshore applications”, In Pressure Vessels and Piping Conference, 2018, 51678, p. V06AT06A028. https://doi.org/10.1115/PVP2018-85156

Ehsani M, Moghadas Nejad F, Hajikarimi P, “Developing an optimized faulting prediction model in Jointed Plain Concrete Pavement using artificial neural networks and random forest methods”, International Journal of Pavement Engineering, 2022, 1-16. https://doi.org/10.1080/10298436.2022.2057975

Gan L, Wu H, Zhong Z, “Fatigue life prediction considering mean stress effect based on random forests and kernel extreme learning machine”, International Journal of Fatigue, 2022, 158, 106761. https://doi.org/10.1016/j.ijfatigue.2022.106761

Gandhi P, Murthy DR, Raghava G, Rao AM, “Fatigue crack growth in stiffened steel tubular joints in seawater environment”, Engineering Structures, 2000, 22 (10), 1390-1401. https://doi.org/10.1016/S0141-0296(99)00080-2

Habibzadeh A, Ghafarzadeh H, “Structural damage detection using wavelet packet and random forest algorithm in a structure tested at the University of British Columbia Seismic Research Center”, Q. J. Civil Infrastruct. Research, 2017, 3 (2).

He Z, Wen X, Liu H, Du J, “A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region”, Journal of Hydrology, 2014, 509, 79-386. https://doi.org/10.1016/j.jhydrol.2013.11.054

Ibrion M, Paltrinieri N, Nejad A, “Learning from Failures: Accidents of Marine Structures on Norwegian Continental Shelf over 40 Years Time Period”, Engineering Failure Analysis, 2020. 111-104487. https://doi.org/10.1016/j.engfailanal.2020.104487

Khoshdel S, “Practical training of sacs software and analysis & design of offshore platforms”, 1st ed. Elias Publications, 2011.

Kim B, Kim C, Ha SH, “Multiple Damage Detection of an Offshore Helideck through the Two-Step Artificial Neural Network Based on the Limited Mode Shape Data”, 2021, Sensors, 21 (21), 7357. https://doi.org/10.3390/s21217357

Li Y, Wang S, Zhang M, Zheng C, “An improved modal strain energy method for damage detection in offshore platform structures”, Journal of Marine Science and Application, 2016, 15 (2), 182-192.‏ https://doi.org/10.1007/s11804-016-1350-1

Mansouri Nejad N, Beheshti Aval SB, Maldar M, Asgarian B, “A damage detection procedure using two major signal processing techniques with the artificial neural network on a scaled jacket offshore platform”, Advances in Structural Engineering, 2021, 24 (8), 1655-1667. https://doi.org/10.1177/13694332209816

Rahgozar R, Bitaraf M, “A summary evaluation of output-only damage-sensitive features for structural health monitoring of offshore platforms subjected to ambient loads”, Ocean Engineering, 2022, 266, 112892. https://doi.org/10.1016/j.oceaneng.2022.112892

Ramachandra M, D.S., Madhava Rao AG, Santhakumar AR, “Corrosion fatigue of stiffened offshore steel tubular joints”, Journal of Structural Engineering, 1994, 120 (7), 1991-2010. https://doi.org/10.1061/(ASCE)0733-9445(1994)120:7(1991)

Rezaei R, Fromme P, Duffour P, “Fatigue life sensitivity of monopile-supported offshore wind turbines to damping”, Renewable Energy, 2018, 123, 450-459.‏ https://doi.org/10.1016/j.renene.2018.02.086

Santos F, Noppe N, Weijtjens W, Devriendt C, “Data-driven farm-wide fatigue estimation on jacket-foundation OWTs for multiple SHM setups”, Wind Energy Science, 2022, 7 (1), 299-321. https://doi.org/10.5194/wes-7-299-2022

Shabakhty N, Haselibozchaloee D, Correia JA, “Investigation on fatigue damage calibration factors in offshore structures”, In Proceedings of the Institution of Civil Engineers-Maritime Engineering, September 2021, 174 (3), 65-80. https://doi.org/10.1680/jmaen.2020.17

SPD13 Structural Design Basis, Pars Oil and Gas Company, South Pars Gas Field Development (Phase 13), 2011.

Taheri A, Fotrati A, “Deterministic fatigue analysis of an existing jacket platform in the Persian Gulf and the use of stiffener rings to increase joint lifespan”, 7^th Int. Conf. Offshore Industries, 2017.

Torres MA, Ruiz SE, “Structural reliability evaluation considering capacity degradation over time”, Engineering Structures, 2007, 29 (9), 2183-2192. https://doi.org/10.1016/j.engstruct.2006.11.014

Wang S, Liu F, Zhang M, “Modal strain energy based structural damage localization for offshore platform using simulated and measured data”, Journal of Ocean University of China, 2014, 13, 397-406.‏ https://doi.org/10.1007/s11802-014-2028-4

Wöhler A, “Bericht über die Versuche, welche auf der Königl. Niederschlesisch-Märkischen Eisenbahn mit Apparaten zum Messen der Biegung und Verdrehung von Eisenbahnwagen-Achsen während der Fahrt”, Angestellt Wurden. Zeitschrift für Bauwesen, 1858, 8, 642-652.‏

Yeter B, Garbatov Y, Soares CG, “Evaluation of fatigue damage model predictions for fixed offshore wind turbine support structures”, International Journal of Fatigue, 2016, 87, 71-80. https://doi.org/10.1016/j.ijfatigue.2016.01.007

Zhang Z, Sun C, Jahangiri V, “Structural damage identification of offshore wind turbines: A two‐step strategy via FE model updating”, Structural Control and Health Monitoring, 2022, 29 (2), e2872.‏ https://doi.org/10.1002/stc.2872