Optimization in heave buoy energy convertors using SOM clustering and simulation with an auxiliary mass

M. Amir, R. M. Sharip, P. Nohuddin, A. Nordin, M. B. A. Ghani, Afizi Shukran, W. Muda
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Abstract

The design of wave energy converter (WEC) is crucial in order to generate the optimum power required to safely and reliably benefit from the available wave energy resource to produce electricity. The effects of the added mass on the idealized power take-off wave energy absorber in irregular waves are examined using a linear frequency domain method. Two strategies in this study are to maximize the converter power based on measuring the incident wave using the SOM clustering, and adding the auxiliary mass to the system. The objective of this study is to investigate the response of the added mass on heave buoy to optimize the annual power output without over the limit of the devices. The result shows that the heave buoy with added mass improves its ability to work in realistic wave conditions. The results also suggested the importance of tuning the system with wave data probabilistic to avoid the potential failures and to capture the maximum wave energy on the specific site.
基于SOM聚类和辅助质量模拟的升沉浮标能量转换器优化
为了安全可靠地利用可利用的波浪能资源发电,产生所需的最佳功率,波浪能转换器的设计至关重要。用线性频域方法研究了附加质量对不规则波中理想功率输出波能吸收器的影响。本文研究的两种策略是基于SOM聚类测量入射波来最大化转换器功率,以及在系统中加入辅助质量。本研究的目的是研究增加的质量对升沉浮标的响应,以优化年输出功率,而不超过设备的限制。结果表明,增加质量的沉沉浮标提高了沉沉浮标在实际波浪条件下的工作能力。结果还表明,利用波浪数据概率对系统进行调整,以避免潜在的故障,并在特定地点捕获最大的波浪能量。
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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