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国家自然科学基金(s10602055)

作品数:2 被引量:19H指数:2
相关作者:高明正张火明孙志林更多>>
相关机构:中国计量学院浙江大学更多>>
发文基金:国家自然科学基金更多>>
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Investigation on optimization design of equivalent water depth truncated mooring system被引量:14
2009年
The oil industry is now increasingly concentrating their efforts and activities in connection with de- veloping fields in deeper waters, ranging typically from 500 m to 3000 m worldwide. However, the modeling of a full-depth system has become difficult presently; no tank facility is sufficiently large to perform the testing of a complete FPS with compliant mooring in 1000 m to 3000 m depth, within rea- sonable limits of model scale. Until recently, the most feasible procedure to meet this challenge seems to be the so-called "hybrid model testing technique". To implement this technique, the first and im- portant step is to design the equivalent water depth truncated mooring system. In this work, the opti- mization design of the equivalent water depth truncated mooring system in hybrid model testing for deep sea platforms is investigated. During the research, the similarity of static characteristics between the truncated and full depth system is mainly considered. The optimization mathematical model for the equivalent water depth truncated system design is set up by using the similarity in numerical value of the static characteristics between the truncated system and the full depth one as the objective function. The dynamic characteristic difference between the truncated and full depth mooring system can be minished by selecting proper design rule. To calculate the static characteristics of the mooring system, the fourth order Runge-Kutta method is used to solve the static equilibrium equation of the single mooring line. After the static characteristic of the single mooring line is calculated, the static charac- teristic of the whole mooring system is calculated with Lagrange numerical interpolation method. The mooring line material database is established and the standard material name and the diameter of the mooring line are selected as the primary key. The improved simulated annealing algorithm for continual & discrete variables and the improved complex algorithm for discrete variables are employed to per- form
ZHANG HuoMingSUN ZhiLinYANG JianMinGAO MingZheng
关键词:EQUIVALENTTRUNCATEDMOORINGHYDRODYNAMICALGORITHMALGORITHM
改进的BP神经网络在船舶与海洋工程中的应用研究(英文)被引量:5
2010年
人工神经网络作为一个具有高度非线性映射能力的计算模型,在工程中具有广泛的应用前景。在数值预测方面,它不需要预选确定样本的数学模型,仅通过学习样本数据即可以进行预测。文章介绍了BP神经网络,并针对实际应用中收敛速度慢,平台效应等问题对网络进行了改进并优化,详尽地给出了改进的三层BP神经网络数值预测算法。为测试该算法,选用了著名的XOR(异或)问题和和一个高度非线性的0-1矩阵预测问题对其进行了验证。计算结果表明文中算法能给出令人满意的精度。最后结合船舶与海洋工程的两个实际问题,探讨了利用改进的BP神经网络进行数值预测的方法和应该注意的问题,并给出了一些有益的建议。实践表明,文中给出的改进的BP神经网络数值预测算法值得在船舶与海洋工程中加以应用并推广。
张火明孙志林高明正
关键词:人工神经网络BP网络船舶与海洋工程
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