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Failure Statistics Analysis Based on Bayesian Theory: A Study of FPSO Internal Turret Leakage 被引量:1
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作者 KANG Ji-chuan WANG Lang +2 位作者 LI Ming-xin SUN Li-ping JIN Peng 《China Ocean Engineering》 SCIE EI CSCD 2019年第1期14-25,共12页
The load and corrosion caused by the harsh marine environment lead to the severe degradation of offshore equipment and to their compromised security and reliability. In the quantitative risk analysis, the failure mode... The load and corrosion caused by the harsh marine environment lead to the severe degradation of offshore equipment and to their compromised security and reliability. In the quantitative risk analysis, the failure models are difficult to establish through traditional statistical methods. Hence, the calculation of the occurrence probability of small sample events is often met with great uncertainty. In this study, the Bayesian statistical method is implemented to analyze the oil and gas leakages of FPSO internal turret, which is a typical small sample risk but could lead to severe losses.According to the corresponding failure mechanism, two Bayesian statistical models using the Weibull distribution and logarithmic normal distribution as the population distribution are established, and the posterior distribution of the corresponding parameters is calculated. The optimal Bayesian statistical model is determined according to the Bayesian information criterion and Akaike criterion. On the basis of the determined optimal model, the corresponding reliability index is solved to provide basic data for the subsequent risk assessments of FPSO systems. 展开更多
关键词 risk ANALYSIS Bayesian theory FPSO INTERNAL TURRET system MARKOV chain Monte Carlo
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Dynamic optimization analysis of hydraulic pipeline system based on a developed response surface method
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作者 Hongquan QU Jianlin SUN +5 位作者 Xu YAN Yuanlin ZHANG Xuefeng LIU Tao YU HuaweiHAN Langjun XU 《Mechanical Engineering Science》 2020年第2期7-14,I0004,共9页
When designing a complex pipeline with long distance and multi-supports for offshore platform,it is necessary to analyze the vibration characteristics of the complex pipeline system to ensure that there is no harmful ... When designing a complex pipeline with long distance and multi-supports for offshore platform,it is necessary to analyze the vibration characteristics of the complex pipeline system to ensure that there is no harmful resonance in the working conditions.Therefore,the optimal layout of support is an effective method to reduce the vibration response of hydraulic pipeline system.In this paper,a developed dynamic optimization method for the complex pipeline is proposed to investigate the vibration characteristics of complex pipeline with multi-elastic supports.In this method,the Kriging response surface model between the support position and pipeline is established.The position of the clamp in the model is parameterized and the optimal solution of performance index is obtained by genetic algorithm.The number of clamps and the interval between clamps are considered as the constraints of layout optimization,and the optimization objective is the natural frequencies of pipeline.Taking a typical offshore pipeline as example to demonstrate the effectiveness of the proposed method,the results show that the vibration performance of the hydraulic pipeline system is distinctly improved by the optimization procedure,which can provide reasonable guidance for the design of complex hydraulic pipeline system. 展开更多
关键词 Hydraulic pipeline Multi-Support Response surface method Optimization analysis
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