Validation of Real-Time Nonlinear Model Predictive Control on Point Absorber Type Wave Energy Converter by Tank Test

Tomoki Taniguchi, T. Fujiwara, Jun Umeda, T. Nimura, T. Katayama
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Abstract

Real-time implementation of a nonlinear model predictive control (NMPC) for a point absorber type wave energy converter (PAWEC) with a tubular air cored permanent magnet generator is experimentally validated through tank model tests. The control inputs of the NMPC were updated by the differential equation to trace the solution of an associated two-point boundary-value problem. Two conventional control strategies, the resistive load control and the approximate complex-conjugate control with considering the copper loss (ACL), and the NMPC were implemented to the PAWEC model. The floater heave motion, control force of the generator, and power generation characteristics were compared in these control strategies. The power generation performance of the NNPC was the same level of that of the ACL in regular and irregular waves. The sensitivities to the linear viscous damping estimation error and to the wave excitation force estimation error in the NMPC were experimentally evaluated by the tank model tests.
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点吸收式波浪能变换器的实时非线性模型预测控制试验验证
通过罐体模型试验,验证了点吸收波能转换器(PAWEC)非线性模型预测控制(NMPC)的实时实现。通过微分方程更新NMPC的控制输入,以跟踪相关两点边值问题的解。对PAWEC模型实施了两种传统的控制策略:电阻负载控制和考虑铜损耗的近似复共轭控制(ACL),以及NMPC。比较了两种控制策略对浮子升沉运动、发电机的控制力和发电特性的影响。在规则波和不规则波中,NNPC的发电性能与ACL相当。通过坦克模型试验,对NMPC系统对线性粘性阻尼估计误差和波浪激振力估计误差的敏感性进行了实验评估。
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