Increasing power capture from multibody wave energy conversion systems using model predictive control

M. Starrett, Ratanak So, T. Brekken, A. Mccall
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引用次数: 8

Abstract

This study presents an advanced control scheme capable of significantly increasing power production from wave energy conversion (WEC) systems. This control scheme uses a reactive power approach built upon a Model Predictive Control (MPC) framework and is capable of optimizing power capture while also respecting machine constraints (e.g. velocity, maximum force, etc.). The controller can also take into account body-to-body interactions to improve accuracy and maximize power across a system of devices. The result is a robust controller which requires only position and velocity as exogenous inputs. All other signals, including excitation force from the sea, are either estimated or predicted within the controller. It is applicable to any WEC (or array thereof) equipped with a power take off (PTO) which can deliver power - as opposed to absorbing alone - and it can be applied both in simulation and hardware. Results from this study show that improvements in average power capture of up to 500% vs. fixed passive damping are possible without exceeding reasonable machine constraints. These results were obtained in simulation using an array of five point absorber WECs in a realistic sea state.
利用模型预测控制增加多体波能转换系统的能量捕获
本研究提出了一种先进的控制方案,能够显著提高波浪能转换(WEC)系统的发电量。该控制方案使用基于模型预测控制(MPC)框架的无功功率方法,能够优化功率捕获,同时也尊重机器约束(例如速度,最大力等)。控制器还可以考虑身体对身体的相互作用,以提高精度,并最大限度地提高整个设备系统的功率。结果是一个鲁棒控制器,它只需要位置和速度作为外生输入。所有其他信号,包括来自海洋的激励力,都在控制器内进行估计或预测。它适用于任何WEC(或其阵列)配备的电源起飞(PTO),可以提供功率-而不是单独吸收-它可以应用于仿真和硬件。这项研究的结果表明,在不超过合理的机器约束的情况下,与固定被动阻尼相比,平均功率捕获可以提高500%。这些结果是在实际海况下使用五点吸收器的模拟中得到的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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