Optimization of the Dynamic Response of Semi-Submersibles: Influence of the Mooring System

Shengtao Zhou, F. Lemmer, Wei Yu, P. Cheng, Chao Li, Yiqing Xiao
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引用次数: 2

Abstract

The design and manufacturing cost of substructures is a major component of the total expenditure for a floating wind project. Applying optimization techniques to hull shape designs has become an effective way to reduce the life-cycle cost of a floating wind system. The mooring system is regarded as the component with the highest risk, mainly due to the poor accessibility. This paper extends the previous work by investigating the influences of the mooring design on the optimization process of a semisubmersible substructure. Two optimization loops are set up. In the first loop, only the main dimensions of a semi-submersible platform are parameterized without considering mooring lines (keep a constant mooring design). Nevertheless, the second loop introduces additional variables of the mooring lines. The objective is to minimize the tower-top displacement, fairlead fatigue damage, which are calculated by the in-house nonlinear dynamic simulation code SLOW, and the manufacturing cost of platform and mooring lines. The multi-objective optimization algorithm NSGA-II is employed to search for the optimal designs within the defined design space. The design space and the Pareto fronts are compared between the two optimizations. It is found that, although the mooring design does not have a significant impact on the platform design space, one obtains a different optimal set (Pareto front) if the mooring design and mooring loads are introduced into the platform optimization process. The results of this study are expected to give a better understanding in the relationship between platform and mooring design and serve as a basis for the optimization process of semi-submersible floating wind turbines.
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半潜船动力响应优化:系泊系统的影响
子结构的设计和制造成本是浮式风电项目总支出的主要组成部分。将优化技术应用于船体外形设计已成为降低浮式风系统全寿命周期成本的有效途径。系泊系统被认为是风险最高的部件,主要原因是其可达性差。本文通过研究系泊设计对半潜式子结构优化过程的影响,扩展了前人的工作。建立了两个优化循环。在第一个回路中,只参数化了半潜式平台的主要尺寸,而不考虑系泊线(保持恒定的系泊设计)。然而,第二个循环引入了系泊线的附加变量。目标是最小化塔顶位移、导联疲劳损伤(由内部非线性动态仿真程序SLOW计算)以及平台和系泊线的制造成本。采用NSGA-II多目标优化算法在定义的设计空间内搜索最优设计。设计空间和帕累托前线之间的两种优化进行比较。研究发现,虽然系泊设计对平台设计空间的影响不显著,但在平台优化过程中引入系泊设计和系泊载荷,会得到不同的最优集(Pareto front)。本研究的结果有望更好地理解平台与系泊设计之间的关系,并为半潜式浮式风力发电机组的优化过程提供依据。
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