Spectral-Domain Modelling of Wave Energy Converters as an Efficient Tool for Adjustment of PTO Model Parameters

Jian Tan, Antonio Jarquin Laguna
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Abstract

The power take-off (PTO) system is a core component in WECs as it plays a critical role in power production. In numerical models the PTO systems are commonly represented and simplified through a combination of linear stiffness and damping terms in the equations of motion. These parameters are influential to the dynamic response and thus affect the power performance of WECs. In the preliminary design and optimization of WECs, proper tuning of the PTO damping and stiffness could reflect better the potential of the concept. In practice, the PTO damping and stiffness are tuned to maximize the absorbed power by achieving the desired velocity amplitude or phase of the velocity with respect to the excitation force. However, recent literature has indicated that the selection of PTO parameters for maximum mechanical power absorption is not necessarily optimal for the maximum production of electrical power when the conversion efficiency of the electrical machine is included. To obtain these parameters which maximize the delivered electrical power, wave-to-wire models are widely used. Nevertheless, wave-to-wire models are predominately established by using time-domain models which can be associated with large computational efforts from the perspective of early-stage design and concept evaluation. To tackle this challenge, a spectral-domain-based wave-to-wire model is proposed to cover both hydrodynamic and electrical responses. In this paper, a spherical heaving point absorber integrated with a linear permanent-magnet generator is used as reference. The relevant nonlinear effects are incorporated by statistical linearization using spectral-domain modelling. In particular, the nonlinear effects considered in this work include the viscous drag force, the electrical current saturation and the partial overlap between the translator and stator components of the linear generator. The model results are then verified against a nonlinear time-domain-based wave-to-wire model. Subsequently, the proposed model is applied to identify the PTO parameters for maximizing the electrical power in various wave states. The computational efficiency and accuracy of the proposed spectral-domain model are compared with the time-domain model, with regard to the identification of the proper PTO damping and stiffness. Based on the results, the advantage of using the spectral-domain-based wave-to-wire modeling in PTO tuning is demonstrated.
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波能转换器的谱域建模作为PTO模型参数调整的有效工具
功率输出(PTO)系统是无线电网的核心部件,在电力生产中起着至关重要的作用。在数值模型中,PTO系统通常通过运动方程中的线性刚度和阻尼项的组合来表示和简化。这些参数会对动态响应产生影响,从而影响到微阱的功率性能。在WECs的初步设计和优化中,适当调整PTO的阻尼和刚度可以更好地体现这一概念的潜力。在实践中,PTO阻尼和刚度被调整为通过达到期望的速度幅度或相对于激振力的速度相位来最大限度地吸收功率。然而,最近的文献表明,当考虑电机的转换效率时,选择最大机械功率吸收的PTO参数并不一定是最优的,因为它可以最大限度地产生电能。为了获得这些参数,以最大限度地提高输送的电力,波线模型被广泛使用。然而,波到线模型主要是通过使用时域模型建立的,从早期设计和概念评估的角度来看,这可能需要大量的计算工作量。为了应对这一挑战,提出了一种基于频谱域的波-线模型,该模型涵盖了水动力和电响应。本文以球面升沉点吸收器与线性永磁发电机相结合作为参考。利用谱域模型进行统计线性化,将相关的非线性效应纳入其中。特别是,本文考虑的非线性效应包括粘性阻力、电流饱和以及线性发电机的转换器和定子元件之间的部分重叠。然后,将模型结果与基于非线性时域的波对线模型进行验证。然后,将该模型应用于各种波态下的PTO参数辨识,以实现电功率最大化。在确定合适的PTO阻尼和刚度方面,将谱域模型与时域模型的计算效率和精度进行了比较。在此基础上,验证了基于谱域的波线建模在PTO调谐中的优势。
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