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Dimensioning of Point Absorbers for Wave Energy Conversion by Means of Differential Evolutionary Algorithms

机译:利用微分进化算法确定波能转换点吸收体的尺寸

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The dimensioning of the prime mover of a wave energy converter (WEC) is a key step in the entire WEC design process. This paper presents an automatic optimization methodology that focuses on the preliminary dimensioning of a point absorber WEC. By means of the proposed methodology, the engineering problem of dimensioning a WEC becomes a mathematical optimization problem. The methodology is based on a multi-objective differential evolutionary algorithm that optimizes the geometry of a heaving two-body point absorber WEC where the power take-off (PTO), its control, and location are preselected. The algorithm considers two cost functions (WEC surface and annual energy extraction) and several constraints related to PTO characteristics or wave climate. This paper proposes a case study based on a real WEC development project in order to present the methodology. In addition, the impact on the results of the definition of the optimization problem is evaluated. The changes in cost functions and constraints evaluated have led to different geometry solutions. This automatic methodology could he easily integrated in the entire WEC design process, providing a set of properly selected base cases to focus on the detail engineering, among other potential applications.
机译:波浪能转换器(WEC)的原动机尺寸是整个WEC设计过程中的关键步骤。本文提出了一种自动优化方法,着重于点吸收器WEC的初步尺寸设计。通过提出的方法,确定WEC尺寸的工程问题变成了数学优化问题。该方法基于多目标差分进化算法,该算法优化了悬垂的两体点吸收器WEC的几何形状,其中预取了取力器(PTO),其控制和位置。该算法考虑了两个成本函数(WEC地表能量和年度能量提取)以及与PTO特性或波浪气候有关的几个约束。本文提出了一个基于实际WEC开发项目的案例研究,以介绍该方法。此外,评估对优化问题定义结果的影响。成本函数和评估约束条件的变化导致了不同的几何解决方案。他可以将这种自动方法轻松地集成到整个WEC设计过程中,从而提供一组适当选择的基本案例,以专注于详细工程以及其他潜在应用。

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