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CN116663169A - Frequency domain simulation method, medium and system for floating wind turbines - Google Patents

Frequency domain simulation method, medium and system for floating wind turbines Download PDF

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CN116663169A
CN116663169A CN202310417736.8A CN202310417736A CN116663169A CN 116663169 A CN116663169 A CN 116663169A CN 202310417736 A CN202310417736 A CN 202310417736A CN 116663169 A CN116663169 A CN 116663169A
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aerodynamic
floating
wind speed
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average wind
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程正顺
杨灿
陈鹏
肖龙飞
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Shanghai Jiao Tong University
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    • G06F2113/06Wind turbines or wind farms
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    • Y02E10/00Energy generation through renewable energy sources
    • Y02E10/70Wind energy
    • Y02E10/72Wind turbines with rotation axis in wind direction

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Abstract

The application discloses a frequency domain simulation method, medium and system for a floating fan. A frequency domain simulation method for a floating fan, comprising: receiving an average wind speed of one working condition to be simulated in at least one working condition to be simulated; determining control parameters of the floating fan under the average wind speed, wherein the control parameters comprise impeller rotating speed, blade angle, proportional gain and integral gain; determining blade parameters and rotational inertia of the floating fan, wherein the blade parameters are determined based on shape characteristics of the blades; calculating first-order partial derivatives of aerodynamic loads of the floating fan based on the blade parameters and the control parameters, wherein the first-order partial derivatives of aerodynamic loads comprise first-order partial derivatives of aerodynamic thrust and aerodynamic torque with respect to average wind speed, impeller rotating speed and blade angle; and determining the corresponding relation between the pneumatic damping coefficient of the floating fan and the movement frequency of the floating fan under the average wind speed based on the first partial derivative of the pneumatic load, the proportional gain, the integral gain and the moment of inertia.

Description

用于漂浮式风机的频域仿真方法、介质和系统Frequency domain simulation method, medium and system for floating wind turbines

技术领域technical field

本发明涉及用于漂浮式风机的频域仿真方法、介质和系统,尤其涉及用于对漂浮式风机的气动附加质量系数和/或气动阻尼系数进行仿真的频域仿真方法、介质和系统。The present invention relates to a frequency domain simulation method, medium and system for floating wind turbines, in particular to a frequency domain simulation method, medium and system for simulating the aerodynamic additional mass coefficient and/or aerodynamic damping coefficient of floating wind turbines.

背景技术Background technique

随着化石能源日益枯竭,清洁与可再生能源的开发和利用迫在眉睫。与其他能源形式相比,海上风能具有稳定性佳、可再生性强等优势,因此在全球范围内受到广泛关注。当水深小于30米时,通常采用固定式风机。当水深进一步增大时,固定式风机对应的成本急剧增大,漂浮式风机将是经济可行的替代方案。With the depletion of fossil energy, the development and utilization of clean and renewable energy is imminent. Compared with other forms of energy, offshore wind energy has the advantages of good stability and strong renewability, so it has attracted widespread attention worldwide. When the water depth is less than 30 meters, fixed fans are usually used. When the water depth further increases, the cost corresponding to the fixed fan will increase sharply, and the floating fan will be an economically feasible alternative.

受风、波浪等环境载荷的影响,漂浮式风机的纵荡及纵摇运动较为显著,这两个自由度运动会引起叶轮-机舱沿来风方向的往复运动。叶轮-机舱的往复运动导致旋转叶轮上受到的气动载荷产生波动。气动载荷的波动主要包含两部分:一部分与往复运动的加速度相关,即气动附加质量;另一部分与往复运动的速度相关,即气动阻尼。Affected by environmental loads such as wind and waves, the surge and pitch motions of floating wind turbines are more significant. These two degrees of freedom motions will cause the reciprocating motion of the impeller-nacelle along the incoming wind direction. The reciprocating motion of the impeller-nacelle causes fluctuations in the aerodynamic load on the rotating impeller. The fluctuation of aerodynamic load mainly includes two parts: one part is related to the acceleration of reciprocating motion, that is, aerodynamic additional mass; the other part is related to the speed of reciprocating motion, that is, aerodynamic damping.

一方面,在漂浮式风机的额定工况附近,大兆瓦级漂浮式风机的气动附加质量在量级上可能与系统本身的刚体运动质量相当,这会导致系统刚体运动固有频率发生改变,进而影响系统整体动力响应特性。另一方面,在漂浮式风机的正常运行工况下,气动阻尼可以有效地抑制漂浮式风机塔架与叶片振动、平台纵荡以及纵摇共振运动响应。因此,气动附加质量和气动阻尼是大型漂浮式风机的仿真和设计中不可忽视的因素。On the one hand, near the rated working condition of the floating wind turbine, the aerodynamic additional mass of the large megawatt floating wind turbine may be equivalent in magnitude to the rigid body motion mass of the system itself, which will cause the natural frequency of the rigid body motion of the system to change, and then Affect the overall dynamic response characteristics of the system. On the other hand, under the normal operating conditions of the floating wind turbine, aerodynamic damping can effectively suppress the vibration of the floating wind turbine tower and blades, platform surge and pitch resonance motion response. Therefore, aerodynamic additional mass and aerodynamic damping are factors that cannot be ignored in the simulation and design of large floating wind turbines.

关于漂浮式风机的气动阻尼,目前研究更多关注的是气动阻尼对漂浮式风机系统整体动力响应的影响。以往,存在利用全耦合时域仿真求解漂浮式风机的气动阻尼的手段。具体而言,在风载荷作用下,通过对叶轮-机舱沿纵荡方向施加一个强迫运动,并监测叶轮推力,再利用傅里叶变换从推力时序中提取气动阻尼。这种方法虽然可以求解漂浮式风机对应的气动阻尼,但无法直接地计算出气动附加质量和气动阻尼,而是需要在每个风速下,针对不同运动频率开展振荡试验,因此计算过程繁琐,效率较低,且不具有普适性,无法实现对气动附加质量、气动阻尼的直接量化计算,造成漂浮式风机的初步设计需要多轮迭代计算,十分耗时。Regarding the aerodynamic damping of floating wind turbines, current research focuses more on the influence of aerodynamic damping on the overall dynamic response of floating wind turbine systems. In the past, there are means to solve the aerodynamic damping of floating wind turbines by using fully coupled time domain simulation. Specifically, under the action of wind load, by imposing a forced motion on the impeller-nacelle along the surge direction, and monitoring the impeller thrust, the Fourier transform is used to extract the aerodynamic damping from the thrust time series. Although this method can solve the aerodynamic damping corresponding to the floating fan, it cannot directly calculate the aerodynamic additional mass and aerodynamic damping. Instead, it needs to carry out oscillation tests for different motion frequencies at each wind speed, so the calculation process is cumbersome and inefficient. It is relatively low and not universal, and it is impossible to realize the direct quantitative calculation of aerodynamic additional mass and aerodynamic damping. As a result, the preliminary design of floating wind turbines requires multiple rounds of iterative calculations, which is very time-consuming.

另有学者提出过气动阻尼的简化计算方法,将气动阻尼近似等于叶轮推力关于平均风速的一阶偏导数。这种简化计算方法的计算过程简便,但没有考虑控制器的动态效应以及不同运动频率的影响,这将导致无法考虑气动附加质量效应,并且气动阻尼的预报精度较差。Another scholar has proposed a simplified calculation method for aerodynamic damping, and the aerodynamic damping is approximately equal to the first-order partial derivative of the impeller thrust with respect to the average wind speed. The calculation process of this simplified calculation method is simple, but it does not consider the dynamic effect of the controller and the influence of different motion frequencies, which will lead to the inability to consider the aerodynamic additional mass effect, and the prediction accuracy of aerodynamic damping is poor.

关于漂浮式风机的气动附加质量,有研究借助风洞试验对气动附加质量进行过测量,但在实验中并未考虑控制器的动态效应,且实验装置设计复杂、价格昂贵。Regarding the aerodynamic additional mass of the floating fan, some studies have measured the aerodynamic additional mass by wind tunnel test, but the dynamic effect of the controller was not considered in the experiment, and the design of the experimental device is complicated and expensive.

发明内容Contents of the invention

应当理解,本发明以上的一般性描述和以下的详细描述都是示例性和说明性的,并且旨在为如权利要求所述的本发明提供进一步的解释。It is to be understood that both the foregoing general description and the following detailed description of the invention are exemplary and explanatory and are intended to provide further explanation of the invention as claimed.

根据本发明一方面,提供了一种用于漂浮式风机的频域仿真方法,其特征在于,包括:According to one aspect of the present invention, a frequency domain simulation method for floating wind turbines is provided, characterized in that it includes:

接收至少一个待模拟工况中的一个待模拟工况的平均风速;receiving an average wind speed of one of the working conditions to be simulated in at least one working condition to be simulated;

确定所述漂浮式风机在所述平均风速下的控制参数,所述控制参数包括叶轮转速、桨叶角、比例增益和积分增益,其中所述叶轮转速和所述桨叶角基于所述平均风速确定,所述比例增益和所述积分增益基于所述桨叶角确定;determining the control parameters of the floating fan at the average wind speed, the control parameters including impeller speed, blade angle, proportional gain and integral gain, wherein the impeller speed and the blade angle are based on the average wind speed determining, the proportional gain and the integral gain are determined based on the blade angle;

确定所述漂浮式风机的叶片参数和转动惯量,其中所述叶片参数基于所述叶片的形状特征确定,所述叶片参数包括叶片的径向弦长、径向扭角、和翼型的升阻力系数,所述转动惯量包括叶轮转动惯量和发电机转动惯量;Determining the blade parameters and moment of inertia of the floating fan, wherein the blade parameters are determined based on the shape characteristics of the blade, the blade parameters include the radial chord length of the blade, the radial twist angle, and the lift resistance of the airfoil coefficient, the moment of inertia includes the moment of inertia of the impeller and the moment of inertia of the generator;

基于所述叶片参数和所述控制参数计算所述漂浮式风机的气动载荷一阶偏导数,所述气动载荷一阶偏导数包括气动推力和气动扭矩关于所述平均风速、所述叶轮转速和所述桨叶角的一阶偏导数;以及Calculate the first-order partial derivative of the aerodynamic load of the floating fan based on the blade parameters and the control parameters, the first-order partial derivative of the aerodynamic load includes aerodynamic thrust and aerodynamic torque with respect to the average wind speed, the impeller speed and the the first partial derivative of the blade angle; and

基于所述气动载荷一阶偏导数、所述比例增益、所述积分增益和所述转动惯量,确定在所述平均风速下,所述漂浮式风机的气动阻尼系数与所述漂浮式风机的运动频率的对应关系,其中所述气动阻尼系数与所述漂浮式风机的往复运动的速度有关。Based on the first-order partial derivative of the aerodynamic load, the proportional gain, the integral gain, and the moment of inertia, determine the aerodynamic damping coefficient of the floating fan and the motion of the floating fan at the average wind speed Corresponding relationship of frequency, wherein the aerodynamic damping coefficient is related to the reciprocating speed of the floating fan.

根据本发明另一方面,提供了一种计算机可读存储介质,所述计算机可读存储介质包括代码,所述代码在被执行时使计算机执行上述方法。According to another aspect of the present invention, a computer-readable storage medium is provided, the computer-readable storage medium includes codes, and when executed, the codes cause a computer to execute the above method.

根据本发明又一方面,提供了一种计算机实现的系统,包括用于执行上述方法的装置。According to yet another aspect of the present invention, there is provided a computer-implemented system comprising means for performing the above method.

附图说明Description of drawings

包括附图是为提供对本发明进一步的理解,它们被收录并构成本申请的一部分,附图示出了本发明的实施例,并与本说明书一起起到解释本发明原理的作用。在附图中:The accompanying drawings are included to provide further understanding of the present invention, and they are incorporated and constitute a part of this application. The accompanying drawings illustrate embodiments of the present invention and together with the specification serve to explain the principle of the present invention. In the attached picture:

图1是根据实施例的用于漂浮式风机的频域仿真方法的流程图。Fig. 1 is a flowchart of a frequency domain simulation method for a floating wind turbine according to an embodiment.

图2是根据实施例的用于漂浮式风机的频域仿真方法的流程图。Fig. 2 is a flowchart of a frequency domain simulation method for a floating wind turbine according to an embodiment.

图3是根据实施例的用于漂浮式风机的频域仿真方法的流程图。Fig. 3 is a flowchart of a frequency domain simulation method for a floating wind turbine according to an embodiment.

图4是根据实施例的用于漂浮式风机的频域仿真方法的流程图。Fig. 4 is a flowchart of a frequency domain simulation method for a floating wind turbine according to an embodiment.

图5是根据实施例的用于漂浮式风机的频域仿真系统的框图。Fig. 5 is a block diagram of a frequency domain simulation system for a floating wind turbine according to an embodiment.

图6是根据实施例的用于漂浮式风机的频域仿真系统的框图。Fig. 6 is a block diagram of a frequency domain simulation system for a floating wind turbine according to an embodiment.

图7是根据实施例的用于漂浮式风机的频域仿真系统的框图。Fig. 7 is a block diagram of a frequency domain simulation system for a floating wind turbine according to an embodiment.

图8是根据实施例的用于漂浮式风机的频域仿真系统的框图。Fig. 8 is a block diagram of a frequency domain simulation system for a floating wind turbine according to an embodiment.

图9是根据实施例的13m/s平均风速下的气动附加质量系数和气动阻尼系数对比图。Fig. 9 is a comparison chart of aerodynamic additional mass coefficient and aerodynamic damping coefficient under an average wind speed of 13m/s according to the embodiment.

图10是根据实施例的19m/s平均风速下的气动附加质量系数和气动阻尼系数对比图。Fig. 10 is a comparison chart of aerodynamic additional mass coefficient and aerodynamic damping coefficient at an average wind speed of 19m/s according to the embodiment.

图11是根据实施例的25m/s平均风速下的气动附加质量系数和气动阻尼系数对比图。Fig. 11 is a comparison chart of aerodynamic additional mass coefficient and aerodynamic damping coefficient under an average wind speed of 25m/s according to the embodiment.

图12是根据实施例的7m/s、11.4m/s、20m/s平均风速下的气动附加质量系数和气动阻尼系数对比图。Fig. 12 is a comparison chart of aerodynamic additional mass coefficient and aerodynamic damping coefficient under average wind speeds of 7m/s, 11.4m/s, and 20m/s according to the embodiment.

具体实施方式Detailed ways

现在将详细参考附图描述本发明的实施例,但是本发明不限于此而仅由权利要求书来限定。在附图中,出于说明性目的,可将要素中的一些要素的尺寸放大且不按比例绘制。在任何可能的情况下,在所有附图中将使用相同的标记来表示相同或相似的部分。Embodiments of the present invention will now be described in detail with reference to the accompanying drawings, but the invention is not limited thereto but only by the claims. In the drawings, the size of some of the elements may be exaggerated and not drawn on scale for illustrative purposes. Wherever possible, the same numbers will be used throughout the drawings to refer to the same or like parts.

尽管本发明中所使用的术语是从公知公用的术语中选择的,但是本发明说明书中所提及的一些术语可能是申请人按他或她的判断来选择的,其详细含义在本文的描述的相关部分中说明。此外,要求不仅仅通过所使用的实际术语,而是还要通过每个术语所蕴含的意义来理解本发明。Although the terms used in the present invention are selected from well-known and commonly used terms, some terms mentioned in the description of the present invention may be selected by the applicant according to his or her judgment, and their detailed meanings are described in this article. described in the relevant section of the . Furthermore, it is required that the present invention be understood not only by the actual terms used, but also by the meaning implied by each term.

在本文中所提供的描述中,阐述了众多具体细节。然而应理解,在没有这些具体细节的情况下也可实践本发明的实施例。在其他实例中,公知的方法、结构和技术未被详细示出以免混淆对本发明的理解。In the description provided herein, numerous specific details are set forth. It is understood, however, that embodiments of the invention may be practiced without these specific details. In other instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure the understanding of the present invention.

鉴于以上现有的问题,本发明提出了用于漂浮式风机的频域仿真方法、介质和系统。相比于以往利用时域仿真的隐式考虑,本发明实现在不同平均风速、不同运动频率组合下的漂浮式风机的气动附加质量、气动阻尼的显式求解,能够大幅缩短计算时间。In view of the above existing problems, the present invention proposes a frequency domain simulation method, medium and system for floating wind turbines. Compared with the implicit consideration of time-domain simulation in the past, the present invention realizes the explicit solution of the aerodynamic additional mass and aerodynamic damping of the floating fan under different combinations of average wind speed and different motion frequency, which can greatly shorten the calculation time.

为求解漂浮式风机的气动附加质量、气动阻尼,这里引入一个场景:考虑定常风作用下,在旋转风机的叶轮-机舱处施加一个强迫简谐运动:x=x0sin(ωt),式中x0表示运动的幅值,ω表示运动的频率。施加的强迫简谐运动是用于等效模拟浮体的运动。In order to solve the aerodynamic additional mass and aerodynamic damping of the floating fan, a scenario is introduced here: considering the action of steady wind, a forced simple harmonic motion is imposed on the impeller-cabin of the rotating fan: x=x 0 sin(ωt), where x 0 represents the amplitude of the motion, and ω represents the frequency of the motion. The imposed forced simple harmonic motion is used to equivalently simulate the motion of the floating body.

叶轮-机舱沿风方向的往复运动会引起叶轮处平均风速的改变,在控制器的动态调节影响下,叶轮转速及桨叶角也会发生变化,这三个物理量的变化导致叶轮受到的气动载荷产生波动。假设平均风速、叶轮转速及桨叶角的变化量相比于其稳定值为一个小量,则叶轮受到的气动推力、气动扭矩借助一阶泰勒展开可近似表达为:The reciprocating motion of the impeller-cabin along the wind direction will cause the average wind speed at the impeller to change. Under the influence of the dynamic adjustment of the controller, the impeller speed and blade angle will also change. The changes in these three physical quantities will lead to the aerodynamic load on the impeller. fluctuation. Assuming that the average wind speed, impeller speed, and blade angle change are small compared to their stable values, the aerodynamic thrust and aerodynamic torque received by the impeller can be approximated by the first-order Taylor expansion as follows:

式中T和Q分别表示气动推力及气动扭矩,即气动载荷;T0和Q0分别表示平均气动推力及平均气动扭矩;V,Ω,β分别表示平均风速、叶轮转速、桨叶角;TV,TΩ,Tβ,QV,QΩ,Qβ分别表示气动推力和气动扭矩关于平均风速、叶轮转速、桨叶角的一阶偏导数,即气动载荷一阶偏导数。where T and Q represent the aerodynamic thrust and aerodynamic torque, that is, the aerodynamic load; T 0 and Q 0 represent the average aerodynamic thrust and average aerodynamic torque, respectively; V, Ω, β represent the average wind speed, impeller speed, and blade angle, respectively; V , T Ω , T β , Q V , Q Ω , and Q β respectively represent the first-order partial derivatives of aerodynamic thrust and aerodynamic torque with respect to the average wind speed, impeller speed, and blade angle, that is, the first-order partial derivatives of aerodynamic load.

气动载荷一阶偏导数可以基于叶片参数和控制参数来计算。叶片参数可以基于漂浮式风机的叶片的形状特征确定,可以包括漂浮式风机的叶片的径向弦长、径向扭角和翼型的升阻力系数。控制参数可以包括叶轮转速Ω、桨叶角β、比例增益Kp和积分增益Ki。叶轮转速Ω和桨叶角β可以基于平均风速V确定。比例增益Kp和积分增益Ki可以基于桨叶角β确定,二者是关于桨叶角β的函数,可通过零桨叶角下的增益值以及增益修正因子来确定其他桨叶角β下的增益值。The first partial derivatives of the aerodynamic loads can be calculated based on the blade parameters and the control parameters. The blade parameters may be determined based on the shape characteristics of the blades of the floating fan, and may include the radial chord length, the radial twist angle and the lift-drag coefficient of the airfoil of the blades of the floating fan. The control parameters may include impeller speed Ω, blade angle β, proportional gain K p and integral gain K i . The impeller speed Ω and the blade angle β can be determined based on the average wind speed V. The proportional gain K p and the integral gain K i can be determined based on the blade angle β. gain value.

在一个实施例中,基于叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数可以包括:针对叶片参数和控制参数计算漂浮式风机的气动载荷;以及针对气动载荷计算气动载荷一阶偏导数。In one embodiment, calculating the first-order partial derivative of the aerodynamic load of the floating fan based on the blade parameters and the control parameters may include: calculating the aerodynamic load of the floating fan with respect to the blade parameters and the control parameters; and calculating the first-order partial derivative of the aerodynamic load with respect to the aerodynamic load Derivative.

在一个实施例中,可以基于叶素动量理论针对叶片参数和控制参数计算漂浮式风机的气动载荷。在其他实施例中,可以基于涡流理论方法、计算流体动力学(Computationalfluid dynamics,CFD)方法等方法针对叶片参数和控制参数计算漂浮式风机的气动载荷。In one embodiment, the aerodynamic load of the floating fan can be calculated for the blade parameters and the control parameters based on the blade element momentum theory. In other embodiments, the aerodynamic load of the floating fan can be calculated based on vortex theory method, computational fluid dynamics (Computational fluid dynamics, CFD) method and other methods with respect to blade parameters and control parameters.

在一个实施例中,可以使用中心差分方法针对气动载荷计算气动载荷一阶偏导数。In one embodiment, the first partial derivatives of the aerodynamic loads may be calculated for the aerodynamic loads using a central difference method.

根据公式(1),去除平均气动载荷的贡献,则可以得到气动载荷波动项的表达式:According to formula (1), removing the contribution of the average aerodynamic load, the expression of the aerodynamic load fluctuation term can be obtained:

Tosc=TV·ΔV+TΩ·ΔΩ+Tβ·Δβ(2)T osc =T V ·ΔV+T Ω ·ΔΩ+T β ·Δβ(2)

QoscV·ΔV+QΩ·ΔΩ+Qβ·Δβ(3)Q osc = V ΔV+Q Ω ΔΩ+Q β Δβ(3)

式中Tosc与Qosc分别表示气动推力与气动扭矩的波动项。并且注意到平均风速的改变与强迫运动速度之间满足:式中/>表示强迫运动速度,v0=x0ω表示强迫运动速度的幅值。In the formula, T osc and Q osc represent the fluctuation items of aerodynamic thrust and aerodynamic torque, respectively. And note that the change in the average wind speed and the forced motion speed satisfy: In the formula /> Indicates the forced motion speed, and v 0 =x 0 ω represents the amplitude of the forced motion speed.

气动推力的波动项还可以表示为:The fluctuation term of aerodynamic thrust can also be expressed as:

式中表示强迫运动加速度;maer与caer分别表示气动附加质量系数、气动阻尼系数;/>即为气动附加质量,/>即为气动阻尼。In the formula Indicates the forced motion acceleration; maer and c aer respectively indicate the aerodynamic additional mass coefficient and aerodynamic damping coefficient; /> is the aerodynamic additional mass, /> is aerodynamic damping.

受叶轮-机舱简谐运动的影响,叶轮转速也会产生波动,这里假设叶轮转速的变化也具有简谐形式:Affected by the simple harmonic motion of the impeller-cabin, the impeller speed will also fluctuate. Here, it is assumed that the change of the impeller speed also has a simple harmonic form:

ΔΩ=asin(ωt)+bcos(ωt)(5)ΔΩ=asin(ωt)+bcos(ωt)(5)

式中a,b为两个待求参量。In the formula, a and b are two parameters to be sought.

结合叶轮-发电机转动力学理论,气动扭矩的波动项还可以表示为:Combined with the theory of impeller-generator rotation mechanics, the fluctuation term of aerodynamic torque can also be expressed as:

式中Id表示传动系关于低速轴的转动惯量,包括叶轮转动惯量与发电机转动惯量,给定漂浮式风机的设计方案的转动惯量为已知参数;表示叶轮旋转角加速度,根据公式(5),可写出其表达式:/> In the formula, I d represents the moment of inertia of the transmission system about the low-speed shaft, including the moment of inertia of the impeller and the moment of inertia of the generator, and the moment of inertia of the design scheme of the given floating fan is a known parameter; Indicates the angular acceleration of the impeller rotation, according to formula (5), its expression can be written: />

风电机组的控制系统主要包含两种控制器,即用于控制叶轮转速Ω的发电机扭矩控制器和用于控制桨叶角β的变桨控制器。一般而言,在平均风速低于额定风速时,风电机组主要受发电机扭矩控制器调节,通过扭矩控制器调节叶轮转速Ω,提高叶轮对风能的最大捕获效率,以提高能量利用效率,此时叶片的桨叶角β固定在零位。在平均风速高于额定风速时,通过变桨控制器调节叶片的桨叶角β,从而降低叶轮受到的气动载荷,维持风电机组的安全性。下面将依据不同控制器调节策略分别推导气动附加质量、气动阻尼表达式。The control system of a wind turbine mainly includes two controllers, namely, the generator torque controller used to control the impeller speed Ω and the pitch controller used to control the blade angle β. Generally speaking, when the average wind speed is lower than the rated wind speed, the wind turbine is mainly regulated by the generator torque controller, and the torque controller is used to adjust the impeller speed Ω to improve the maximum capture efficiency of the wind energy by the impeller to improve energy utilization efficiency. The blade angle β is fixed at zero. When the average wind speed is higher than the rated wind speed, the pitch controller adjusts the blade angle β of the blade, thereby reducing the aerodynamic load on the impeller and maintaining the safety of the wind turbine. In the following, the expressions of aerodynamic additional mass and aerodynamic damping will be deduced according to different controller adjustment strategies.

当处于发电机扭矩控制器调节区间时(低于额定风速时),由于桨叶角β固定在零位,则气动载荷关于桨叶角β的偏导数均等于零,公式(2)、(3)可进一步简化为:When it is in the adjustment range of the generator torque controller (below the rated wind speed), since the blade angle β is fixed at zero, the partial derivative of the aerodynamic load with respect to the blade angle β is equal to zero, formulas (2), (3) can be further simplified to:

Tosc=TV·ΔV+TΩ·ΔΩ(7)T osc =T V ·ΔV+T Ω ·ΔΩ(7)

QoscV·ΔV+QΩ·ΔΩ(8)Q oscV ·ΔV+ ·ΔΩ(8)

将公式(6)、(8)联立可得:Combine formulas (6) and (8) to get:

ΔV,ΔΩ的表达式代入公式(9),化简可得:Will The expressions of ΔV, ΔΩ are substituted into formula (9), and simplified to get:

为保证公式(10)在任意时刻均成立,则需要等式两边的正弦项、余弦项对应系数分别相等,从而可以得到下面方程组:In order to ensure that formula (10) holds true at any time, the corresponding coefficients of the sine term and cosine term on both sides of the equation need to be equal, so that the following equations can be obtained:

求解上述方程组,可解出待定参量a,b:Solving the above equations can solve the undetermined parameters a, b:

将公式(12)代入(5)并与公式(4)、(7)联立可得:Substitute formula (12) into (5) and combine with formulas (4) and (7) to get:

根据公式(13),可以发现,在发电机扭矩控制器调节区间内,气动附加质量系数与气动阻尼系数可以表示为:According to formula (13), it can be found that in the adjustment interval of the generator torque controller, the aerodynamic additional mass coefficient and aerodynamic damping coefficient can be expressed as:

当处于变桨控制器调节区间时(高于额定风速时),叶片桨叶角会被动态调整,桨叶角变化满足:When it is in the adjustment range of the pitch controller (when it is higher than the rated wind speed), the blade angle will be dynamically adjusted, and the change of the blade angle satisfies:

式中Δωf表示低速轴角速度,它等于叶轮旋转角速度;Kp与Ki分别表示比例增益、积分增益,二者是关于桨叶角β的函数,可通过零桨叶角下的增益值以及增益修正因子来确定其他桨叶角β下的增益值。where Δω f represents the angular velocity of the low-speed shaft, which is equal to the rotational angular velocity of the impeller; K p and K i respectively represent the proportional gain and the integral gain, both of which are functions of the blade angle β, which can be obtained through the gain value at zero blade angle and The gain correction factor is used to determine the gain value at other blade angles β.

将公式(6)、(3)联立可得:Combine formulas (6) and (3) to get:

同样假设叶轮转速的变化仍具有简谐形式,且满足公式(5),将公式(5)代入公式(15)可得:Also assuming that the change of impeller speed still has a simple harmonic form and satisfies formula (5), substituting formula (5) into formula (15) can be obtained:

ΔV,ΔΩ,Δβ的表达式代入公式(16)简可得:Will Substituting the expressions of ΔV, ΔΩ, Δβ into the formula (16), we can get:

为保证公式(18)在任意时刻均成立,则需要等式两边的正弦项、余弦项对应系数分别相等,从而可以得到下面方程组:In order to ensure that formula (18) holds true at any time, the corresponding coefficients of the sine term and cosine term on both sides of the equation need to be equal, so that the following equations can be obtained:

求解上述方程组,可解出待定参量a,b:Solving the above equations can solve the undetermined parameters a, b:

将公式(20)代入(5)并与公式(2)、(4)联立可得:Substitute formula (20) into (5) and combine with formulas (2) and (4) to get:

根据公式(21),可以发现,在变桨控制器调节区间内,气动附加质量系数与气动阻尼系数可以表示为:According to formula (21), it can be found that in the adjustment interval of the pitch controller, the aerodynamic additional mass coefficient and aerodynamic damping coefficient can be expressed as:

在一个实施例中,在确定气动附加质量系数及气动阻尼系数之后,可以计算气动附加质量和气动阻尼。在一个实施例中,漂浮式风机在纵荡及纵摇方向上的气动附加质量、气动阻尼可近似分别表示为:In one embodiment, after the aerodynamic added mass coefficient and the aerodynamic damping coefficient are determined, the aerodynamic added mass and the aerodynamic damping can be calculated. In one embodiment, the aerodynamic additional mass and aerodynamic damping of the floating fan in the direction of surge and pitch can be approximately expressed as:

式中h表示机舱与运动参考点之间的垂向距离,这里假设漂浮式风机纵摇运动在10deg以内,因此h近似等于桨毂高度。In the formula, h represents the vertical distance between the nacelle and the motion reference point. Here, it is assumed that the pitching motion of the floating wind turbine is within 10deg, so h is approximately equal to the height of the propeller hub.

公式(23)仅是计算气动附加质量和气动阻尼的一个示例,还可以使用本领域公知的其他方法,利用本发明得出的气动附加质量系数和气动阻尼系数来计算气动附加质量和气动阻尼。在一个实施例中,可以在建立机舱-塔架-浮式基础刚柔耦合有限元模型的基础上,将气动附加质量和气动阻尼作用于机舱,实现气动附加质量和气动阻尼对漂浮式风机动力响应的评估。本申请可基于任何已知的方法来基于气动附加质量系数和气动阻尼系数分别计算漂浮式风机的气动附加质量和气动阻尼,而不限于上文描述的方法。Formula (23) is only an example of calculating the aerodynamic additional mass and aerodynamic damping, and other methods known in the art can also be used to calculate the aerodynamic additional mass and aerodynamic damping using the aerodynamic additional mass coefficient and aerodynamic damping coefficient obtained in the present invention. In one embodiment, on the basis of establishing the nacelle-tower-floating foundation rigid-flexible coupling finite element model, the aerodynamic additional mass and aerodynamic damping can be applied to the nacelle to realize the effect of aerodynamic additional mass and aerodynamic damping on the power of the floating wind turbine. Response evaluation. The present application may calculate the aerodynamic additional mass and aerodynamic damping of the floating fan based on any known method based on the aerodynamic additional mass coefficient and the aerodynamic damping coefficient, without being limited to the method described above.

基于推导出的解析表达式,可开展不同兆瓦级漂浮式风机在不同平均风速和不同运动频率下的气动附加质量和气动阻尼的计算。且利用该方法,可以很方便地获取气动附加质量和气动阻尼的基本特性,包括:单调性、最小值、最大值等,如下表1所示:Based on the derived analytical expressions, the aerodynamic additional mass and aerodynamic damping of different megawatt floating wind turbines at different average wind speeds and different motion frequencies can be calculated. And using this method, the basic characteristics of aerodynamic additional mass and aerodynamic damping can be easily obtained, including: monotonicity, minimum value, maximum value, etc., as shown in Table 1 below:

表1气动附加质量、气动阻尼基本特性Table 1 Basic characteristics of aerodynamic additional mass and aerodynamic damping

在上述推导漂浮式风机气动附加质量、气动阻尼显式解析表达式过程中,考虑了控制器动态效应及不同运动频率的影响,这是与已有理论方法的主要区别之一。In the process of deriving the explicit analytical expressions of the aerodynamic additional mass and aerodynamic damping of the floating fan, the dynamic effects of the controller and the influence of different motion frequencies are considered, which is one of the main differences from the existing theoretical methods.

基于以上计算,气动附加质量和/或气动阻尼可进一步用于评估漂浮式风机的设计。例如,可基于气动附加质量和/或气动阻尼来完善漂浮式风机频域动力响应分析,可在漂浮式风机基础平台及系泊系统初步设计阶段应用气动附加质量和/或气动阻尼以有效地考虑气动附加质量和/或气动阻尼对基础平台以及系泊系统主尺度的影响,可有效地考虑气动附加质量和/或气动阻尼在风机额定工况附近对系统整体动力响应,等等。Based on the above calculations, the aerodynamic added mass and/or aerodynamic damping can be further used to evaluate the design of the floating wind turbine. For example, the frequency-domain dynamic response analysis of floating wind turbines can be improved based on the aerodynamic additional mass and/or aerodynamic damping, and the aerodynamic additional mass and/or aerodynamic damping can be effectively considered in the preliminary design stage of the foundation platform and mooring system of the floating wind turbine. The influence of aerodynamic additional mass and/or aerodynamic damping on the foundation platform and the main dimensions of the mooring system can effectively consider the aerodynamic additional mass and/or aerodynamic damping on the overall dynamic response of the system near the rated working condition of the fan, and so on.

图1是根据实施例的用于漂浮式风机的频域仿真方法100的流程图。Fig. 1 is a flowchart of a frequency domain simulation method 100 for a floating wind turbine according to an embodiment.

在步骤102处,可接收至少一个待模拟工况中的一个待模拟工况的平均风速。该平均风速是漂浮式风机的叶轮受到的平均风速。At step 102, an average wind speed of one working condition to be simulated in at least one working condition to be simulated may be received. The average wind speed is the average wind speed received by the impeller of the floating fan.

在步骤104处,可确定漂浮式风机在平均风速下的控制参数。控制参数可包括叶轮转速、桨叶角、比例增益和积分增益,其中叶轮转速和桨叶角基于平均风速确定,比例增益和积分增益基于桨叶角确定。例如,可通过零桨叶角下的增益值以及增益修正因子来确定其他桨叶角下的增益值。At step 104, control parameters of the floating wind turbine at an average wind speed may be determined. The control parameters may include impeller speed, blade angle, proportional gain and integral gain, wherein the impeller speed and blade angle are determined based on the average wind speed, and the proportional gain and integral gain are determined based on the blade angle. For example, the gain values at other blade angles can be determined through the gain value at zero blade angle and the gain correction factor.

在步骤106处,可确定漂浮式风机的叶片参数和转动惯量。叶片参数可基于叶片的形状特征确定。叶片参数可包括叶片的径向弦长、径向扭角、和翼型的升阻力系数。转动惯量可包括叶轮转动惯量和发电机转动惯量。给定漂浮式风机的设计方案,其转动惯量是已知的。At step 106, blade parameters and moments of inertia of the floating wind turbine may be determined. Blade parameters may be determined based on shape characteristics of the blade. Blade parameters may include blade radial chord, radial twist angle, and airfoil lift-drag coefficient. The moment of inertia may include the moment of inertia of the impeller and the moment of inertia of the generator. Given the design of a floating wind turbine, its moment of inertia is known.

虽然步骤106示出为在步骤104之后,但是本发明不限于该图示。步骤106的顺序是可以变换的,根据需要,步骤106可发生在任何时间点,例如在步骤102之前、在步骤102与步骤104之间、与步骤102并行发生、与步骤104并行发生等等。Although step 106 is shown as following step 104, the invention is not limited to this illustration. The order of step 106 can be changed, as required, step 106 can occur at any point in time, for example, before step 102, between step 102 and step 104, concurrently with step 102, concurrently with step 104, etc.

在步骤108处,可基于叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数。气动载荷一阶偏导数可包括气动推力和气动扭矩关于平均风速、叶轮转速和桨叶角的一阶偏导数。At step 108, the first partial derivative of the aerodynamic load of the floating fan may be calculated based on the blade parameters and the control parameters. The first partial derivatives of aerodynamic loads may include first partial derivatives of aerodynamic thrust and aerodynamic torque with respect to mean wind speed, rotor speed, and blade angle.

在一个实施例中,基于漂浮式风机的叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数可包括:针对叶片参数和控制参数计算漂浮式风机的气动载荷;以及针对气动载荷计算气动载荷一阶偏导数。In one embodiment, calculating the first partial derivative of the aerodynamic load of the floating fan based on the blade parameters and control parameters of the floating fan may include: calculating the aerodynamic load of the floating fan with respect to the blade parameters and control parameters; and calculating the aerodynamic load with respect to the aerodynamic load The first partial derivative of the load.

在一个实施例中,可基于叶素动量理论针对叶片参数和控制参数计算漂浮式风机的气动载荷。在其他实施例中,可基于涡流理论方法、计算流体动力学方法等方法针对叶片参数和控制参数计算漂浮式风机的气动载荷。In one embodiment, the aerodynamic load of the floating fan can be calculated for the blade parameters and the control parameters based on the blade element momentum theory. In other embodiments, the aerodynamic load of the floating fan can be calculated for blade parameters and control parameters based on methods such as eddy current theory and computational fluid dynamics.

在一个实施例中,可使用中心差分方法针对气动载荷计算气动载荷一阶偏导数。In one embodiment, the first partial derivative of the aerodynamic loads may be calculated for the aerodynamic loads using a central difference method.

在步骤110处,可基于气动载荷一阶偏导数、比例增益、积分增益和转动惯量,确定在平均风速下,漂浮式风机的气动阻尼系数与漂浮式风机的运动频率的对应关系。气动阻尼系数与漂浮式风机的往复运动的速度有关。At step 110, the corresponding relationship between the aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan can be determined based on the first partial derivative of the aerodynamic load, the proportional gain, the integral gain and the moment of inertia. The aerodynamic damping coefficient is related to the speed of the reciprocating motion of the floating fan.

在一个实施例中,往复运动可被假设为漂浮式风机在定常风作用下的强迫简谐运动。In one embodiment, the reciprocating motion can be assumed to be the forced simple harmonic motion of the floating fan under the action of steady wind.

在一个实施例中,当平均风速高于漂浮式风机的额定风速时,可通过以下公式确定在平均风速下,漂浮式风机的气动阻尼系数与漂浮式风机的运动频率的对应关系:In one embodiment, when the average wind speed is higher than the rated wind speed of the floating fan, the following formula can be used to determine the corresponding relationship between the aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan at the average wind speed:

其中,aer表示气动阻尼系数,ω表示运动频率,V,Ω,β分别表示平均风速、叶轮转速和桨叶角,TV,TΩ,Tβ,QV,QΩ,Qβ分别表示气动推力和气动扭矩关于平均风速、叶轮转速和桨叶角的一阶偏导数,Kp和Ki分别表示比例增益和积分增益,Id表示转动惯量。Among them, aer represents the aerodynamic damping coefficient, ω represents the motion frequency, V, Ω, β represent the average wind speed, impeller speed and blade angle respectively, T V , T Ω , T β , Q V , Q Ω , Q β represent the aerodynamic The first-order partial derivatives of thrust and aerodynamic torque with respect to the average wind speed, impeller speed and blade angle, K p and Ki represent the proportional gain and integral gain, respectively, and I d represents the moment of inertia.

在一个实施例中,当平均风速低于漂浮式风机的额定风速时,桨叶角、比例增益和积分增益为零,可通过以下公式确定在平均风速下,漂浮式风机的气动阻尼系数与漂浮式风机的运动频率的对应关系:In one embodiment, when the average wind speed is lower than the rated wind speed of the floating fan, the blade angle, proportional gain and integral gain are zero, and the aerodynamic damping coefficient and floating The corresponding relationship between the movement frequency of the fan:

其中,aer表示气动阻尼系数,ω表示运动频率,V,Ω分别表示平均风速、叶轮转速,TV,TΩ,QV,QΩ分别表示气动推力和气动扭矩关于平均风速、叶轮转速的一阶偏导数,Id表示转动惯量。Among them, aer represents the aerodynamic damping coefficient, ω represents the motion frequency, V and Ω represent the average wind speed and impeller speed respectively, T V , T Ω , Q V , Q Ω represent the ratio of aerodynamic thrust and aerodynamic torque to the average wind speed and impeller speed respectively Order partial derivative, I d represents moment of inertia.

在一个实施例中,通过分别在与多个待模拟工况中的每一个待模拟工况对应的多个平均风速下执行方法100,可确定漂浮式风机在不同平均风速、不同运动频率下的气动阻尼系数。基于气动阻尼系数与不同平均风速、不同运动频率的对应关系,可进一步评估漂浮式风机的设计。In one embodiment, by executing the method 100 at a plurality of average wind speeds corresponding to each of the plurality of operating conditions to be simulated, the speed of the floating wind turbine at different average wind speeds and different motion frequencies can be determined. Aerodynamic damping coefficient. Based on the corresponding relationship between the aerodynamic damping coefficient and different average wind speeds and different motion frequencies, the design of floating wind turbines can be further evaluated.

图2是根据实施例的用于漂浮式风机的频域仿真方法200的流程图。Fig. 2 is a flowchart of a frequency domain simulation method 200 for a floating wind turbine according to an embodiment.

步骤202~步骤210与参考图1描述的方法100中的步骤102~步骤110相同。为避免冗余,步骤202~步骤210的具体细节在此不予赘述。Steps 202 to 210 are the same as steps 102 to 110 in the method 100 described with reference to FIG. 1 . To avoid redundancy, the specific details of steps 202 to 210 are not repeated here.

在步骤212处,可基于气动阻尼系数计算漂浮式风机的气动阻尼。在一个实施例中,可通过公式(23)基于气动阻尼系数计算漂浮式风机的气动阻尼。在一个实施例中,可以在建立机舱-塔架-浮式基础刚柔耦合有限元模型的基础上,将气动阻尼作用于机舱,实现气动阻尼对漂浮式风机动力响应的评估。本申请可基于任何已知的方法来基于气动阻尼系数计算漂浮式风机的气动阻尼,而不限于上文描述的方法。At step 212, the aerodynamic damping of the floating wind turbine may be calculated based on the aerodynamic damping coefficient. In one embodiment, the aerodynamic damping of the floating fan can be calculated based on the aerodynamic damping coefficient by formula (23). In one embodiment, based on the rigid-flexible coupling finite element model of the nacelle-tower-floating foundation, the aerodynamic damping can be applied to the nacelle to realize the evaluation of the dynamic response of the floating wind turbine by the aerodynamic damping. The present application may calculate the aerodynamic damping of the floating wind turbine based on the aerodynamic damping coefficient based on any known method, not limited to the method described above.

在一个实施例中,通过分别在与多个待模拟工况中的每一个待模拟工况对应的多个平均风速下执行方法200,可确定漂浮式风机在不同平均风速、不同运动频率下的气动阻尼。基于气动阻尼与不同平均风速、不同运动频率的对应关系,可进一步评估漂浮式风机的设计。In one embodiment, by executing the method 200 at multiple average wind speeds corresponding to each of the multiple working conditions to be simulated, the speed of the floating wind turbine at different average wind speeds and different motion frequencies can be determined. Aerodynamic damping. Based on the corresponding relationship between aerodynamic damping and different average wind speeds and different motion frequencies, the design of floating wind turbines can be further evaluated.

图3是根据实施例的用于漂浮式风机的频域仿真方法300的流程图。Fig. 3 is a flowchart of a frequency domain simulation method 300 for a floating wind turbine according to an embodiment.

在步骤302处,可接收至少一个待模拟工况中的一个待模拟工况的平均风速。该平均风速是漂浮式风机的叶轮受到的平均风速。At step 302, an average wind speed of one working condition to be simulated in at least one working condition to be simulated may be received. The average wind speed is the average wind speed received by the impeller of the floating fan.

在步骤304处,可确定漂浮式风机在平均风速下的控制参数。控制参数可包括叶轮转速、桨叶角、比例增益和积分增益,其中叶轮转速和桨叶角基于平均风速确定,比例增益和积分增益基于桨叶角确定。例如,可通过零桨叶角下的增益值以及增益修正因子来确定其他桨叶角下的增益值。At step 304, control parameters of the floating wind turbine at an average wind speed may be determined. The control parameters may include impeller speed, blade angle, proportional gain and integral gain, wherein the impeller speed and blade angle are determined based on the average wind speed, and the proportional gain and integral gain are determined based on the blade angle. For example, the gain values at other blade angles can be determined through the gain value at zero blade angle and the gain correction factor.

在步骤306处,可确定漂浮式风机的叶片参数和转动惯量。叶片参数可基于叶片的形状特征确定。叶片参数可包括叶片的径向弦长、径向扭角、和翼型的升阻力系数。转动惯量可包括叶轮转动惯量和发电机转动惯量。给定漂浮式风机的设计方案,其转动惯量是已知的。At step 306, blade parameters and moments of inertia of the floating wind turbine may be determined. Blade parameters may be determined based on shape characteristics of the blade. Blade parameters may include blade radial chord, radial twist angle, and airfoil lift-drag coefficient. The moment of inertia may include the moment of inertia of the impeller and the moment of inertia of the generator. Given the design of a floating wind turbine, its moment of inertia is known.

虽然步骤306示出为在步骤304之后,但是本发明不限于该图示。步骤306的顺序是可以变换的,根据需要,步骤306可发生在任何时间点,例如在步骤302之前、在步骤302与步骤304之间、与步骤302并行发生、与步骤304并行发生等等。Although step 306 is shown as following step 304, the invention is not limited to this illustration. The order of step 306 can be changed, as required, step 306 can occur at any point in time, for example, before step 302, between step 302 and step 304, concurrently with step 302, concurrently with step 304, and so on.

在步骤308处,可基于叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数。气动载荷一阶偏导数可包括气动推力和气动扭矩关于平均风速、叶轮转速和桨叶角的一阶偏导数。At step 308, the first partial derivative of the aerodynamic load of the floating fan may be calculated based on the blade parameters and the control parameters. The first partial derivatives of aerodynamic loads may include first partial derivatives of aerodynamic thrust and aerodynamic torque with respect to mean wind speed, rotor speed, and blade angle.

在一个实施例中,基于漂浮式风机的叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数可包括:针对叶片参数和控制参数计算漂浮式风机的气动载荷;以及针对气动载荷计算气动载荷一阶偏导数。In one embodiment, calculating the first partial derivative of the aerodynamic load of the floating fan based on the blade parameters and control parameters of the floating fan may include: calculating the aerodynamic load of the floating fan with respect to the blade parameters and control parameters; and calculating the aerodynamic load with respect to the aerodynamic load The first partial derivative of the load.

在一个实施例中,可基于叶素动量理论针对叶片参数和控制参数计算漂浮式风机的气动载荷。在其他实施例中,可基于涡流理论方法、计算流体动力学方法等方法针对叶片参数和控制参数计算漂浮式风机的气动载荷。In one embodiment, the aerodynamic load of the floating fan can be calculated for the blade parameters and the control parameters based on the blade element momentum theory. In other embodiments, the aerodynamic load of the floating fan can be calculated for blade parameters and control parameters based on methods such as eddy current theory and computational fluid dynamics.

在一个实施例中,可使用中心差分方法针对气动载荷计算气动载荷一阶偏导数。In one embodiment, the first partial derivative of the aerodynamic loads may be calculated for the aerodynamic loads using a central difference method.

在步骤310处,可基于气动载荷一阶偏导数、比例增益、积分增益和转动惯量,确定在平均风速下,漂浮式风机的气动附加质量系数和气动阻尼系数与漂浮式风机的运动频率的对应关系。气动附加质量系数与漂浮式风机的往复运动的加速度有关,气动阻尼系数与漂浮式风机的往复运动的速度有关。At step 310, based on the first partial derivative of the aerodynamic load, the proportional gain, the integral gain and the moment of inertia, the correspondence between the aerodynamic additional mass coefficient and the aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan can be determined under the average wind speed relation. The aerodynamic additional mass coefficient is related to the acceleration of the reciprocating motion of the floating fan, and the aerodynamic damping coefficient is related to the speed of the reciprocating motion of the floating fan.

在一个实施例中,往复运动可被假设为漂浮式风机在定常风作用下的强迫简谐运动。In one embodiment, the reciprocating motion can be assumed to be the forced simple harmonic motion of the floating fan under the action of steady wind.

在一个实施例中,当平均风速高于漂浮式风机的额定风速时,可通过上文描述的公式(22)确定在平均风速下,漂浮式风机的气动附加质量系数和气动阻尼系数与漂浮式风机的运动频率的对应关系。In one embodiment, when the average wind speed is higher than the rated wind speed of the floating fan, the formula (22) described above can be used to determine the difference between the aerodynamic additional mass coefficient and aerodynamic damping coefficient of the floating fan and the floating fan at the average wind speed. Correspondence between the movement frequency of the fan.

在一个实施例中,当平均风速低于漂浮式风机的额定风速时,桨叶角、比例增益和积分增益为零,可通过上文描述的公式(14)确定在平均风速下,漂浮式风机的气动附加质量系数和气动阻尼系数与漂浮式风机的运动频率的对应关系。In one embodiment, when the average wind speed is lower than the rated wind speed of the floating fan, the blade angle, proportional gain and integral gain are zero, which can be determined by formula (14) described above. The corresponding relationship between the aerodynamic additional mass coefficient and aerodynamic damping coefficient of the floating fan.

在一个实施例中,通过分别在与多个待模拟工况中的每一个待模拟工况对应的多个平均风速下执行方法300,可确定漂浮式风机在不同平均风速、不同运动频率下的气动附加质量系数和气动阻尼系数。基于气动附加质量系数和气动阻尼系数与不同平均风速、不同运动频率的对应关系,可进一步评估漂浮式风机的设计。In one embodiment, by executing the method 300 at a plurality of average wind speeds corresponding to each of the plurality of operating conditions to be simulated, the speed of the floating wind turbine at different average wind speeds and different motion frequencies can be determined. Aerodynamic additional mass coefficient and aerodynamic damping coefficient. Based on the corresponding relationship between the aerodynamic additional mass coefficient and aerodynamic damping coefficient with different average wind speeds and different motion frequencies, the design of floating wind turbines can be further evaluated.

图4是根据实施例的用于漂浮式风机的频域仿真方法400的流程图。Fig. 4 is a flowchart of a frequency domain simulation method 400 for a floating wind turbine according to an embodiment.

步骤402~步骤410与参考图3描述的方法300中的步骤302~步骤310相同。为避免冗余,步骤402~步骤410的具体细节在此不予赘述。Steps 402 to 410 are the same as steps 302 to 310 in the method 300 described with reference to FIG. 3 . To avoid redundancy, the specific details of steps 402 to 410 are not repeated here.

在步骤412处,可基于气动附加质量系数计算漂浮式风机的气动附加质量,以及基于气动阻尼系数计算漂浮式风机的气动阻尼。在一个实施例中,可通过公式(23)基于气动附加质量系数和气动阻尼系数分别计算漂浮式风机的气动附加质量和气动阻尼。在一个实施例中,可以在建立机舱-塔架-浮式基础刚柔耦合有限元模型的基础上,将气动附加质量和气动阻尼作用于机舱,实现气动附加质量和气动阻尼对漂浮式风机动力响应的评估。本申请可基于任何已知的方法来基于气动附加质量系数和气动阻尼系数分别计算漂浮式风机的气动附加质量和气动阻尼,而不限于上文描述的方法。At step 412, the aerodynamic added mass of the floating wind turbine may be calculated based on the aerodynamic added mass coefficient, and the aerodynamic damping of the floating wind turbine may be calculated based on the aerodynamic damping coefficient. In one embodiment, the aerodynamic additional mass and aerodynamic damping of the floating fan can be calculated based on the aerodynamic additional mass coefficient and the aerodynamic damping coefficient through formula (23). In one embodiment, on the basis of establishing the nacelle-tower-floating foundation rigid-flexible coupling finite element model, the aerodynamic additional mass and aerodynamic damping can be applied to the nacelle to realize the effect of aerodynamic additional mass and aerodynamic damping on the power of the floating wind turbine. Response evaluation. The present application may calculate the aerodynamic additional mass and aerodynamic damping of the floating fan based on any known method based on the aerodynamic additional mass coefficient and the aerodynamic damping coefficient, without being limited to the method described above.

在一个实施例中,通过分别在与多个待模拟工况中的每一个待模拟工况对应的多个平均风速下执行方法400,可确定漂浮式风机在不同平均风速、不同运动频率下的气动附加质量和气动阻尼。基于气动附加质量和气动阻尼与不同平均风速、不同运动频率的对应关系,可进一步评估漂浮式风机的设计。In one embodiment, by executing the method 400 at a plurality of average wind speeds corresponding to each of the plurality of operating conditions to be simulated, the speed of the floating wind turbine at different average wind speeds and different motion frequencies can be determined. Aerodynamic additional mass and aerodynamic damping. Based on the corresponding relationship between aerodynamic additional mass and aerodynamic damping with different average wind speeds and different motion frequencies, the design of floating wind turbines can be further evaluated.

图5是根据实施例的用于漂浮式风机的频域仿真系统500的框图。系统500可包括接收模块502、控制参数确定模块504、叶片参数和转动惯量确定模块506、气动载荷一阶偏导数计算模块508和系数确定模块510。Fig. 5 is a block diagram of a frequency domain simulation system 500 for a floating wind turbine according to an embodiment. The system 500 may include a receiving module 502 , a control parameter determining module 504 , a blade parameter and moment of inertia determining module 506 , an aerodynamic load first partial derivative calculating module 508 and a coefficient determining module 510 .

接收模块502可用于接收至少一个待模拟工况中的一个待模拟工况的平均风速。该平均风速是漂浮式风机的叶轮受到的平均风速。The receiving module 502 may be configured to receive an average wind speed of one working condition to be simulated in at least one working condition to be simulated. The average wind speed is the average wind speed received by the impeller of the floating fan.

控制参数确定模块504可用于确定漂浮式风机在平均风速下的控制参数。控制参数可包括叶轮转速、桨叶角、比例增益和积分增益,其中叶轮转速和桨叶角基于平均风速确定,比例增益和积分增益基于桨叶角确定。例如,可通过零桨叶角下的增益值以及增益修正因子来确定其他桨叶角下的增益值。The control parameter determination module 504 can be used to determine the control parameters of the floating wind turbine at the average wind speed. The control parameters may include impeller speed, blade angle, proportional gain and integral gain, wherein the impeller speed and blade angle are determined based on the average wind speed, and the proportional gain and integral gain are determined based on the blade angle. For example, the gain values at other blade angles can be determined through the gain value at zero blade angle and the gain correction factor.

叶片参数和转动惯量确定模块506可用于确定漂浮式风机的叶片参数和转动惯量。The blade parameter and moment of inertia determination module 506 can be used to determine the blade parameters and moment of inertia of the floating fan.

叶片参数可基于叶片的形状特征确定。叶片参数可包括叶片的径向弦长、径向扭角、和翼型的升阻力系数。转动惯量可包括叶轮转动惯量和发电机转动惯量。给定漂浮式风机的设计方案,其转动惯量是已知的。Blade parameters may be determined based on shape characteristics of the blade. Blade parameters may include blade radial chord, radial twist angle, and airfoil lift-drag coefficient. The moment of inertia may include the moment of inertia of the impeller and the moment of inertia of the generator. Given the design of a floating wind turbine, its moment of inertia is known.

虽然叶片参数和转动惯量确定模块506示出为在控制参数确定模块504与气动载荷一阶偏导数计算模块508之间耦合,但是本发明不限于该图示。叶片参数和转动惯量确定模块506的位置是可以变换的,根据需要,叶片参数和转动惯量确定模块506可位于任何位置,例如在接收模块502之前、在接收模块502与控制参数确定模块504之间等等。Although the blade parameter and moment of inertia determination module 506 is shown coupled between the control parameter determination module 504 and the aerodynamic load first partial derivative calculation module 508, the invention is not limited to this illustration. The position of the blade parameter and moment of inertia determination module 506 can be changed, and the blade parameter and moment of inertia determination module 506 can be located at any position, for example, before the receiving module 502, between the receiving module 502 and the control parameter determining module 504 etc.

气动载荷一阶偏导数计算模块508可用于基于叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数。气动载荷一阶偏导数可包括气动推力和气动扭矩关于平均风速、叶轮转速和桨叶角的一阶偏导数。The first-order partial derivative calculation module 508 of the aerodynamic load can be used to calculate the first-order partial derivative of the aerodynamic load of the floating fan based on the blade parameters and the control parameters. The first partial derivatives of aerodynamic loads may include first partial derivatives of aerodynamic thrust and aerodynamic torque with respect to mean wind speed, rotor speed, and blade angle.

在一个实施例中,基于漂浮式风机的叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数可包括:针对叶片参数和控制参数计算漂浮式风机的气动载荷;以及针对气动载荷计算气动载荷一阶偏导数。In one embodiment, calculating the first partial derivative of the aerodynamic load of the floating fan based on the blade parameters and control parameters of the floating fan may include: calculating the aerodynamic load of the floating fan with respect to the blade parameters and control parameters; and calculating the aerodynamic load with respect to the aerodynamic load The first partial derivative of the load.

在一个实施例中,可基于叶素动量理论针对叶片参数和控制参数计算漂浮式风机的气动载荷。在其他实施例中,可基于涡流理论方法、计算流体动力学方法等方法针对叶片参数和控制参数计算漂浮式风机的气动载荷。In one embodiment, the aerodynamic load of the floating fan can be calculated for the blade parameters and the control parameters based on the blade element momentum theory. In other embodiments, the aerodynamic load of the floating fan can be calculated for blade parameters and control parameters based on methods such as eddy current theory and computational fluid dynamics.

在一个实施例中,可使用中心差分方法针对气动载荷计算气动载荷一阶偏导数。In one embodiment, the first partial derivative of the aerodynamic loads may be calculated for the aerodynamic loads using a central difference method.

系数确定模块510可用于基于气动载荷一阶偏导数、比例增益、积分增益和转动惯量,确定在平均风速下,漂浮式风机的气动阻尼系数与漂浮式风机的运动频率的对应关系。气动阻尼系数与漂浮式风机的往复运动的速度有关。The coefficient determination module 510 can be used to determine the corresponding relationship between the aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan at the average wind speed based on the first partial derivative of the aerodynamic load, the proportional gain, the integral gain and the moment of inertia. The aerodynamic damping coefficient is related to the speed of the reciprocating motion of the floating fan.

在一个实施例中,往复运动可被假设为漂浮式风机在定常风作用下的强迫简谐运动。In one embodiment, the reciprocating motion can be assumed to be the forced simple harmonic motion of the floating fan under the action of steady wind.

在一个实施例中,当平均风速高于漂浮式风机的额定风速时,系数确定模块510可用于通过以下公式确定在平均风速下,漂浮式风机的气动阻尼系数与漂浮式风机的运动频率的对应关系:In one embodiment, when the average wind speed is higher than the rated wind speed of the floating fan, the coefficient determination module 510 can be used to determine the correspondence between the aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan at the average wind speed by the following formula relation:

其中,aer表示气动阻尼系数,ω表示运动频率,V,Ω,β分别表示平均风速、叶轮转速和桨叶角,TV,TΩ,Tβ,QV,QΩ,Qβ分别表示气动推力和气动扭矩关于平均风速、叶轮转速和桨叶角的一阶偏导数,Kp和Ki分别表示比例增益和积分增益,Id表示转动惯量。Among them, aer represents the aerodynamic damping coefficient, ω represents the motion frequency, V, Ω, β represent the average wind speed, impeller speed and blade angle respectively, T V , T Ω , T β , Q V , Q Ω , Q β represent the aerodynamic The first-order partial derivatives of thrust and aerodynamic torque with respect to the average wind speed, impeller speed and blade angle, K p and Ki represent the proportional gain and integral gain, respectively, and I d represents the moment of inertia.

在一个实施例中,当平均风速低于漂浮式风机的额定风速时,桨叶角、比例增益和积分增益为零,系数确定模块510可用于通过以下公式确定在平均风速下,漂浮式风机的气动阻尼系数与漂浮式风机的运动频率的对应关系:In one embodiment, when the average wind speed is lower than the rated wind speed of the floating fan, the blade angle, proportional gain and integral gain are zero, and the coefficient determination module 510 can be used to determine the average wind speed of the floating fan by the following formula The corresponding relationship between the aerodynamic damping coefficient and the motion frequency of the floating fan:

其中,aer表示气动阻尼系数,ω表示运动频率,V,Ω分别表示平均风速、叶轮转速,TV,TΩ,QV,QΩ分别表示气动推力和气动扭矩关于平均风速、叶轮转速的一阶偏导数,Id表示转动惯量。Among them, aer represents the aerodynamic damping coefficient, ω represents the motion frequency, V and Ω represent the average wind speed and impeller speed respectively, T V , T Ω , Q V , Q Ω represent the ratio of aerodynamic thrust and aerodynamic torque to the average wind speed and impeller speed respectively Order partial derivative, I d represents moment of inertia.

图6是根据实施例的用于漂浮式风机的频域仿真系统600的框图。系统600可包括接收模块602、控制参数确定模块604、叶片参数和转动惯量确定模块606、气动载荷一阶偏导数计算模块608、系数确定模块610、和计算模块612。Fig. 6 is a block diagram of a frequency domain simulation system 600 for a floating wind turbine according to an embodiment. The system 600 may include a receiving module 602 , a control parameter determination module 604 , a blade parameter and moment of inertia determination module 606 , an aerodynamic load first partial derivative calculation module 608 , a coefficient determination module 610 , and a calculation module 612 .

接收模块602~系数确定模块610与参考图5描述的系统500中的接收模块502~系数确定模块510相同。为避免冗余,接收模块602~系数确定模块610的具体细节在此不予赘述。The receiving module 602 to the coefficient determining module 610 are the same as the receiving module 502 to the coefficient determining module 510 in the system 500 described with reference to FIG. 5 . To avoid redundancy, the specific details of the receiving module 602 to the coefficient determining module 610 will not be repeated here.

计算模块612可用于基于气动阻尼系数计算漂浮式风机的气动阻尼。在一个实施例中,可通过公式(23)基于气动阻尼系数计算漂浮式风机的气动阻尼。在一个实施例中,可以在建立机舱-塔架-浮式基础刚柔耦合有限元模型的基础上,将气动阻尼作用于机舱,实现气动附加质量和气动阻尼对漂浮式风机动力响应的评估。本申请可基于任何已知的方法来基于气动阻尼系数计算漂浮式风机的气动阻尼,而不限于上文描述的方法。The calculation module 612 can be used to calculate the aerodynamic damping of the floating wind turbine based on the aerodynamic damping coefficient. In one embodiment, the aerodynamic damping of the floating fan can be calculated based on the aerodynamic damping coefficient by formula (23). In one embodiment, based on the rigid-flexible coupled finite element model of the nacelle-tower-floating foundation, the aerodynamic damping can be applied to the nacelle to realize the evaluation of the dynamic response of the floating wind turbine to the aerodynamic additional mass and aerodynamic damping. The present application may calculate the aerodynamic damping of the floating wind turbine based on the aerodynamic damping coefficient based on any known method, not limited to the method described above.

图7是根据实施例的用于漂浮式风机的频域仿真系统700的框图。系统700可包括接收模块702、控制参数确定模块704、叶片参数和转动惯量确定模块706、气动载荷一阶偏导数计算模块708和系数确定模块710。Fig. 7 is a block diagram of a frequency domain simulation system 700 for a floating wind turbine according to an embodiment. The system 700 may include a receiving module 702 , a control parameter determining module 704 , a blade parameter and moment of inertia determining module 706 , an aerodynamic load first partial derivative calculating module 708 and a coefficient determining module 710 .

接收模块702可用于接收至少一个待模拟工况中的一个待模拟工况的平均风速。该平均风速是漂浮式风机的叶轮受到的平均风速。The receiving module 702 may be configured to receive an average wind speed of one working condition to be simulated in at least one working condition to be simulated. The average wind speed is the average wind speed received by the impeller of the floating fan.

控制参数确定模块704可用于确定漂浮式风机在平均风速下的控制参数。控制参数可包括叶轮转速、桨叶角、比例增益和积分增益,其中叶轮转速和桨叶角基于平均风速确定,比例增益和积分增益基于桨叶角确定。例如,可通过零桨叶角下的增益值以及增益修正因子来确定其他桨叶角下的增益值。The control parameter determination module 704 can be used to determine the control parameters of the floating wind turbine at the average wind speed. The control parameters may include impeller speed, blade angle, proportional gain and integral gain, wherein the impeller speed and blade angle are determined based on the average wind speed, and the proportional gain and integral gain are determined based on the blade angle. For example, the gain values at other blade angles can be determined through the gain value at zero blade angle and the gain correction factor.

叶片参数和转动惯量确定模块706可用于确定漂浮式风机的叶片参数和转动惯量。The blade parameter and moment of inertia determination module 706 can be used to determine the blade parameters and moment of inertia of the floating wind turbine.

叶片参数可基于叶片的形状特征确定。叶片参数可包括叶片的径向弦长、径向扭角、和翼型的升阻力系数。转动惯量可包括叶轮转动惯量和发电机转动惯量。给定漂浮式风机的设计方案,其转动惯量是已知的。Blade parameters may be determined based on shape characteristics of the blade. Blade parameters may include blade radial chord, radial twist angle, and airfoil lift-drag coefficient. The moment of inertia may include the moment of inertia of the impeller and the moment of inertia of the generator. Given the design of a floating wind turbine, its moment of inertia is known.

虽然叶片参数和转动惯量确定模块706示出为在控制参数确定模块704与气动载荷一阶偏导数计算模块708之间耦合,但是本发明不限于该图示。叶片参数和转动惯量确定模块706的位置是可以变换的,根据需要,叶片参数和转动惯量确定模块706可位于任何位置,例如在接收模块702之前、在接收模块702与控制参数确定模块704之间等等。Although the blade parameter and moment of inertia determination module 706 is shown coupled between the control parameter determination module 704 and the aerodynamic load first partial derivative calculation module 708, the invention is not limited to this illustration. The position of the blade parameter and moment of inertia determination module 706 can be changed. According to the needs, the blade parameter and moment of inertia determination module 706 can be located in any position, for example, before the receiving module 702, between the receiving module 702 and the control parameter determining module 704 etc.

气动载荷一阶偏导数计算模块708可用于基于叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数。气动载荷一阶偏导数可包括气动推力和气动扭矩关于平均风速、叶轮转速和桨叶角的一阶偏导数。The first-order partial derivative calculation module 708 of the aerodynamic load can be used to calculate the first-order partial derivative of the aerodynamic load of the floating fan based on the blade parameters and the control parameters. The first partial derivatives of aerodynamic loads may include first partial derivatives of aerodynamic thrust and aerodynamic torque with respect to mean wind speed, rotor speed, and blade angle.

在一个实施例中,基于漂浮式风机的叶片参数和控制参数计算漂浮式风机的气动载荷一阶偏导数可包括:针对叶片参数和控制参数计算漂浮式风机的气动载荷;以及针对气动载荷计算气动载荷一阶偏导数。In one embodiment, calculating the first partial derivative of the aerodynamic load of the floating fan based on the blade parameters and control parameters of the floating fan may include: calculating the aerodynamic load of the floating fan with respect to the blade parameters and control parameters; and calculating the aerodynamic load with respect to the aerodynamic load The first partial derivative of the load.

在一个实施例中,可基于叶素动量理论针对叶片参数和控制参数计算漂浮式风机的气动载荷。在其他实施例中,可基于涡流理论方法、计算流体动力学方法等方法针对叶片参数和控制参数计算漂浮式风机的气动载荷。In one embodiment, the aerodynamic load of the floating fan can be calculated for the blade parameters and the control parameters based on the blade element momentum theory. In other embodiments, the aerodynamic load of the floating fan can be calculated for blade parameters and control parameters based on methods such as eddy current theory and computational fluid dynamics.

在一个实施例中,可使用中心差分方法针对气动载荷计算气动载荷一阶偏导数。In one embodiment, the first partial derivative of the aerodynamic loads may be calculated for the aerodynamic loads using a central difference method.

系数确定模块710可用于基于气动载荷一阶偏导数、比例增益、积分增益和转动惯量,确定在平均风速下,漂浮式风机的气动附加质量系数和气动阻尼系数与漂浮式风机的运动频率的对应关系。气动附加质量系数与漂浮式风机的往复运动的加速度有关,气动阻尼系数与漂浮式风机的往复运动的速度有关。The coefficient determination module 710 can be used to determine the correspondence between the aerodynamic additional mass coefficient and the aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan at the average wind speed based on the first partial derivative of the aerodynamic load, the proportional gain, the integral gain and the moment of inertia relation. The aerodynamic additional mass coefficient is related to the acceleration of the reciprocating motion of the floating fan, and the aerodynamic damping coefficient is related to the speed of the reciprocating motion of the floating fan.

在一个实施例中,往复运动可被假设为漂浮式风机在定常风作用下的强迫简谐运动。In one embodiment, the reciprocating motion can be assumed to be the forced simple harmonic motion of the floating fan under the action of steady wind.

在一个实施例中,当平均风速高于漂浮式风机的额定风速时,系数确定模块710可用于通过上文描述的公式(22)确定在平均风速下,漂浮式风机的气动附加质量系数和气动阻尼系数与漂浮式风机的运动频率的对应关系。In one embodiment, when the average wind speed is higher than the rated wind speed of the floating fan, the coefficient determination module 710 can be used to determine the aerodynamic additional mass coefficient and the aerodynamic additional mass coefficient of the floating fan at the average wind speed through the formula (22) described above. The corresponding relationship between the damping coefficient and the motion frequency of the floating fan.

在一个实施例中,当平均风速低于漂浮式风机的额定风速时,桨叶角、比例增益和积分增益为零,系数确定模块710可用于通过上文描述的公式(14)确定在平均风速下,漂浮式风机的气动附加质量系数和气动阻尼系数与漂浮式风机的运动频率的对应关系。In one embodiment, when the average wind speed is lower than the rated wind speed of the floating wind turbine, the blade angle, proportional gain and integral gain are zero, and the coefficient determination module 710 can be used to determine the average wind speed Below, the corresponding relationship between the aerodynamic additional mass coefficient and aerodynamic damping coefficient of the floating fan and the motion frequency of the floating fan.

图8是根据实施例的用于漂浮式风机的频域仿真系统800的框图。系统800可包括接收模块802、控制参数确定模块804、叶片参数和转动惯量确定模块806、气动载荷一阶偏导数计算模块808、系数确定模块810、和计算模块812。Fig. 8 is a block diagram of a frequency domain simulation system 800 for a floating wind turbine according to an embodiment. The system 800 may include a receiving module 802 , a control parameter determination module 804 , a blade parameter and moment of inertia determination module 806 , an aerodynamic load first partial derivative calculation module 808 , a coefficient determination module 810 , and a calculation module 812 .

接收模块802~系数确定模块810与参考图7描述的系统700中的接收模块702~系数确定模块710相同。为避免冗余,接收模块802~系数确定模块810的具体细节在此不予赘述。The receiving module 802 to the coefficient determining module 810 are the same as the receiving module 702 to the coefficient determining module 710 in the system 700 described with reference to FIG. 7 . To avoid redundancy, the specific details of the receiving module 802 to the coefficient determining module 810 will not be repeated here.

计算模块812可用于基于气动附加质量系数计算漂浮式风机的气动附加质量,以及基于气动阻尼系数计算漂浮式风机的气动阻尼。在一个实施例中,可通过公式(23)基于气动附加质量系数和气动阻尼系数分别计算漂浮式风机的气动附加质量和气动阻尼。在一个实施例中,可以在建立机舱-塔架-浮式基础刚柔耦合有限元模型的基础上,将气动附加质量和气动阻尼作用于机舱,实现气动附加质量和气动阻尼对漂浮式风机动力响应的评估。本申请可基于任何已知的方法来基于气动附加质量系数和气动阻尼系数分别计算漂浮式风机的气动附加质量和气动阻尼,而不限于上文描述的方法。The calculation module 812 can be used to calculate the aerodynamic additional mass of the floating fan based on the aerodynamic additional mass coefficient, and calculate the aerodynamic damping of the floating fan based on the aerodynamic damping coefficient. In one embodiment, the aerodynamic additional mass and aerodynamic damping of the floating fan can be calculated based on the aerodynamic additional mass coefficient and the aerodynamic damping coefficient through formula (23). In one embodiment, on the basis of establishing the nacelle-tower-floating foundation rigid-flexible coupling finite element model, the aerodynamic additional mass and aerodynamic damping can be applied to the nacelle to realize the effect of aerodynamic additional mass and aerodynamic damping on the power of the floating wind turbine. Response evaluation. The present application may calculate the aerodynamic additional mass and aerodynamic damping of the floating fan based on any known method based on the aerodynamic additional mass coefficient and the aerodynamic damping coefficient, without being limited to the method described above.

下面以10兆瓦级OO-Star半潜型漂浮式风机为例,在三种不同平均风速下,对比采用全耦合时域仿真、本发明提出的方法及简化计算方法的气动附加质量系数和气动阻尼系数的计算结果。Taking the 10 MW class OO-Star semi-submersible floating fan as an example, under three different average wind speeds, the aerodynamic additional mass coefficient and aerodynamic additional mass coefficient and aerodynamic Calculation result of damping coefficient.

图9、图10、图11分别是根据实施例的13m/s、19m/s、25m/s平均风速下的气动附加质量系数和气动阻尼系数对比图。横轴的频率f与运动频率ω的关系为ω=2πf,由于风载荷频率较低,采用频率f比较容易甄别低频成分的贡献,以突出显示不同方法的计算结果之间的差异。Fig. 9, Fig. 10, and Fig. 11 are comparison charts of aerodynamic additional mass coefficient and aerodynamic damping coefficient under the average wind speeds of 13m/s, 19m/s, and 25m/s respectively according to the embodiment. The relationship between the frequency f on the horizontal axis and the motion frequency ω is ω=2πf. Since the frequency of the wind load is low, it is easier to identify the contribution of low-frequency components by using the frequency f to highlight the differences between the calculation results of different methods.

全耦合时域仿真考虑了气动-水动-结构-系泊-伺服控制等非线性耦合效应,因而可被视作最准确的计算漂浮式风机气动附加质量、气动阻尼的方法。但全耦合时域仿真所需时间较长,在固定风速情况下,开展不同频率下的气动附加质量和气动阻尼计算所需的总时间约为12h,而利用本发明提出的方法所需时间仅为1.8s。根据图9-图11的结果可以看出,全耦合时域仿真方法与本发明提出的方法之间的精度差别较小。尽管全耦合时域仿真方法的计算精度是最令人满意的,但是这种方法计算周期较长,且对于不同研究对象,需要重新建模,这导致该方法不具有普适性。相比之下,本发明提出的方法在精度可接受的前提下,极大缩短了预报周期,并且可以适用于不同兆瓦级别风机的漂浮式风机气动附加质量、气动阻尼的计算,更具有普适性。The fully coupled time-domain simulation considers nonlinear coupling effects such as aerodynamics-hydrodynamics-structure-mooring-servo control, so it can be regarded as the most accurate method for calculating the aerodynamic additional mass and aerodynamic damping of floating fans. However, the time required for full-coupling time-domain simulation is relatively long. Under the condition of fixed wind speed, the total time required for the calculation of aerodynamic additional mass and aerodynamic damping at different frequencies is about 12 hours, while the time required for the method proposed by the present invention is only It is 1.8s. According to the results in Figs. 9-11, it can be seen that the accuracy difference between the fully coupled time-domain simulation method and the method proposed by the present invention is small. Although the calculation accuracy of the fully coupled time-domain simulation method is the most satisfactory, the calculation period of this method is long, and for different research objects, remodeling is required, which makes this method not universal. In contrast, the method proposed by the present invention greatly shortens the forecast period under the premise of acceptable accuracy, and can be applied to the calculation of aerodynamic additional mass and aerodynamic damping of floating fans of different megawatt-level fans, and is more universal. fitness.

通过对比可以发现,由于简化计算方法不考虑控制器动态效应的影响,因此无法考虑气动附加质量效应,而这是与实际情况相悖的。同时,简化计算方法预测的气动阻尼是不随频率变化的。在13m/s风速下,当系统以较低频率运动时,简化计算方法预测的气动阻尼与全耦合时域仿真结果相差较大;在19m/s、25m/s两个更高风速工况下,简化计算方法预测的气动阻尼与全耦合时域仿真结果在整个频率范围内均存在明显偏差。Through comparison, it can be found that the aerodynamic additional mass effect cannot be considered because the simplified calculation method does not consider the influence of the dynamic effect of the controller, which is contrary to the actual situation. At the same time, the aerodynamic damping predicted by the simplified calculation method does not vary with frequency. At a wind speed of 13m/s, when the system moves at a lower frequency, the aerodynamic damping predicted by the simplified calculation method is quite different from the results of the fully coupled time-domain simulation; , there is a significant deviation between the aerodynamic damping predicted by the simplified calculation method and the fully coupled time-domain simulation results in the entire frequency range.

整体上,本发明提出的方法与全耦合时域仿真预测结果具有较好的一致性,尤其是在风速较高的情况下。与全耦合时域仿真结果的对比表明,在精度可接受的前提下,本发明提出的方法可以使漂浮式风机气动附加质量和气动阻尼的计算效率提高23665倍。相比于简化计算方法,本发明提出的方法在考虑控制器动态效应与不同运动频率的影响下,提高了漂浮式风机气动附加质量及气动阻尼的预测精度。On the whole, the method proposed by the present invention has a good consistency with the fully coupled time-domain simulation prediction results, especially in the case of high wind speed. The comparison with the fully coupled time-domain simulation results shows that, under the premise of acceptable accuracy, the method proposed by the present invention can increase the calculation efficiency of the aerodynamic additional mass and aerodynamic damping of the floating fan by 23665 times. Compared with the simplified calculation method, the method proposed by the invention improves the prediction accuracy of the aerodynamic additional mass and aerodynamic damping of the floating fan under the consideration of the dynamic effect of the controller and the influence of different motion frequencies.

借助本发明提出的方法,可研究在固定风速下,不同运动频率对气动附加质量、气动阻尼的影响。下面仍以10兆瓦级OO-Star半潜型漂浮式风机为例,在三种不同平均风速下,计算随运动频率变化的气动附加质量系数、气动阻尼系数。With the help of the method proposed by the invention, the influence of different motion frequencies on the aerodynamic additional mass and aerodynamic damping can be studied under a fixed wind speed. Taking the 10 MW class OO-Star semi-submersible floating fan as an example, the aerodynamic additional mass coefficient and aerodynamic damping coefficient that vary with the movement frequency are calculated under three different average wind speeds.

图12是根据实施例的7m/s、11.4m/s、20m/s平均风速下的气动附加质量系数和气动阻尼系数对比图。图12反映出在低风速条件下,气动附加质量及气动阻尼与运动频率之间呈非线性关系,尤其在额定风速条件下,非线性十分显著。但在较高风速条件下,气动附加质量及气动阻尼与运动频率之间近似呈线性关系。Fig. 12 is a comparison chart of aerodynamic additional mass coefficient and aerodynamic damping coefficient under average wind speeds of 7m/s, 11.4m/s, and 20m/s according to the embodiment. Figure 12 shows that under the condition of low wind speed, there is a nonlinear relationship between the aerodynamic additional mass and aerodynamic damping and the motion frequency, especially under the condition of rated wind speed, the nonlinearity is very significant. However, under the condition of higher wind speed, the relationship between the aerodynamic additional mass and aerodynamic damping and the motion frequency is approximately linear.

综上,本发明在考虑漂浮式风机的控制器动态效应和不同运动频率的影响下,提出了用于漂浮式风机的频域仿真方法,可用于计算气动阻尼系数和/或气动附加质量系数,在提高计算精度的同时大大缩短了计算时间。To sum up, the present invention proposes a frequency-domain simulation method for a floating fan in consideration of the dynamic effects of the controller of the floating fan and the influence of different motion frequencies, which can be used to calculate the aerodynamic damping coefficient and/or the aerodynamic additional mass coefficient, While improving the calculation accuracy, the calculation time is greatly shortened.

贯穿本说明书对“一个实施例”或“实施例”的引用意指结合该实施例所描述的特定的特征、结构或特性被包括在本发明的至少一个实施例中。因此,贯穿本说明书在各个地方出现的短语“在一个实施例中”或“在实施例中”并不一定全部引用同一实施例,而是可以引用同一实施例。此外,在一个或多个实施例中,如从本公开中将对本领域普通技术人员显而易见的,特定的特征、结构或特性可以用任何合适的方式进行组合。Reference throughout this specification to "one embodiment" or "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment of the present invention. Thus, appearances of the phrases "in one embodiment" or "in an embodiment" in various places throughout this specification are not necessarily all referring to the same embodiment, but may instead be referring to the same embodiment. Furthermore, the particular features, structures or characteristics may be combined in any suitable manner, as would be apparent to one of ordinary skill in the art from this disclosure, in one or more embodiments.

类似地,应当领会,在本发明的示例性实施例的描述中,出于精简本公开并辅助对各个发明性方面中的一者或多者的理解的目的,本发明的各个特征有时被一起编组在单个实施例、附图或其描述中。然而,这种公开的方法不应被解释为反映所要求保护的发明要求比每项权利要求中明确记载的特征更多特征的意图。相反,如所附权利要求所反映,发明性方面在于比单个前述公开的实施例的全部特征更少的特征。因此,本发明所附的权利要求由此被明确纳入该具体实施方式中,其中每一项权利要求本身代表本发明的单独实施例。Similarly, it should be appreciated that in describing exemplary embodiments of the invention, various features of the invention are sometimes grouped together for the purpose of streamlining the disclosure and assisting an understanding of one or more of the various inventive aspects. grouped in a single embodiment, figure or description thereof. This method of disclosure, however, is not to be interpreted as reflecting an intention that the claimed invention requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the following claims of the invention are hereby expressly incorporated into this Detailed Description, with each claim standing on its own as a separate embodiment of this invention.

此外,尽管本文中所描述的一些实施例包括其他实施例中所包括的一些特征但没有其他实施例中所包括的其他特征,但是不同实施例的特征的组合旨在落在本发明的范围内,并且形成如将由本领域技术人员所理解的不同实施例。例如,在所附的权利要求书中,所要求保护的实施例中的任何实施例均可以任何组合来使用。Furthermore, although some embodiments described herein include some features included in other embodiments but not others, combinations of features from different embodiments are intended to fall within the scope of the invention , and form different embodiments as will be understood by those skilled in the art. For example, in the appended claims, any of the claimed embodiments may be used in any combination.

如本文中所使用的模块是指硬件、软件、和/或固件的任何组合。作为示例,模块包括与非瞬态介质相关联的诸如微控制器之类的硬件,该非瞬态介质用于存储适于由该微控制器执行的代码。因此,在一个实现方式中,对模块的引用是指硬件,该硬件被专门配置成识别和/或执行要被保存在非瞬态介质上的代码。另外,在另一实现方式中,模块的使用是指包括代码的非瞬态介质,该代码专门适于由微控制器执行以执行预定操作。并且如可以推断的,在又一实现方式中,术语模块可以指微控制器和非瞬态介质的组合。通常,被图示为分开的模块的边界可以变化并且潜在地重叠。例如,第一模块和第二模块可以共享硬件、软件、固件、或它们的组合,同时潜在地保留一些独立的硬件、软件或固件。A module as used herein refers to any combination of hardware, software, and/or firmware. As an example, a module includes hardware, such as a microcontroller, associated with a non-transitory medium for storing code adapted to be executed by the microcontroller. Thus, in one implementation, a reference to a module refers to hardware that is specifically configured to recognize and/or execute code to be stored on a non-transitory medium. Also, in another implementation, the use of a module refers to a non-transitory medium comprising code specifically adapted to be executed by a microcontroller to perform predetermined operations. And as may be inferred, in yet another implementation, the term module may refer to a combination of a microcontroller and a non-transitory medium. In general, the boundaries of modules that are illustrated as separate may vary and potentially overlap. For example, a first module and a second module may share hardware, software, firmware, or a combination thereof, while potentially retaining some independent hardware, software, or firmware.

各实施例的某些部分可以作为计算机程序产品来提供,该计算机程序产品可以包括在其上存储了计算机程序指令的计算机可读介质,计算机程序指令可以被用来对计算机(或其他电子设备)进行编程,以由一个或多个处理器执行,以根据某些实施例执行过程。计算机可读介质可包括,但不限于磁盘、光盘、只读存储器(ROM)、随机存取存储器(RAM)、可擦除可编程只读存储器(EPROM)、电可擦除可编程只读存储器(EEPROM)、磁卡或光卡、闪存、或适于存储电子指令的其他类型的计算机可读介质。此外,实施例还可以作为计算机程序产品下载,其中,程序可以从远程计算机传递到请求计算机。在一些实施例中,非瞬态计算机可读存储介质具有存储在其上的表示指令序列的数据,所述指令序列在由处理器执行时使处理器执行某些操作。Portions of the various embodiments may be provided as a computer program product, which may include a computer-readable medium having stored thereon computer program instructions that may be used to control a computer (or other electronic device) Programmed for execution by one or more processors to perform processes in accordance with certain embodiments. Computer readable media may include, but are not limited to, magnetic disks, optical disks, read only memory (ROM), random access memory (RAM), erasable programmable read only memory (EPROM), electrically erasable programmable read only memory (EEPROM), magnetic or optical cards, flash memory, or other types of computer-readable media suitable for storing electronic instructions. Furthermore, embodiments may also be downloaded as a computer program product, where the program may be transferred from a remote computer to a requesting computer. In some embodiments, a non-transitory computer-readable storage medium has stored thereon data representing sequences of instructions that, when executed by a processor, cause the processor to perform certain operations.

本文中所公开的机制的实施例可被实现在硬件、软件、固件或此类实现方式的组合中。本发明的实施例可实现为在可编程系统上执行的计算机程序或程序代码,该可编程系统包括至少一个处理器、存储系统(包括易失性和非易失性存储器和/或存储元件)、至少一个输入设备以及至少一个输出设备。Embodiments of the mechanisms disclosed herein may be implemented in hardware, software, firmware, or a combination of such implementations. Embodiments of the invention may be implemented as computer programs or program code executing on a programmable system comprising at least one processor, memory system (including volatile and non-volatile memory and/or storage elements) , at least one input device, and at least one output device.

本领域技术人员可显见,可对本发明的上述示例性实施例进行各种修改和变型而不偏离本发明的精神和范围。因此,旨在使本发明覆盖落在所附权利要求书及其等效技术方案范围内的对本发明的修改和变型。It will be apparent to those skilled in the art that various modifications and variations can be made to the above-described exemplary embodiments of the present invention without departing from the spirit and scope of the invention. Thus, it is intended that the present invention cover the modifications and variations of this invention that come within the scope of the appended claims and their equivalents.

Claims (10)

1. A frequency domain simulation method for a floating fan, comprising:
receiving an average wind speed of one working condition to be simulated in at least one working condition to be simulated;
determining control parameters of the floating fan at the average wind speed, wherein the control parameters comprise impeller rotating speed, blade angle, proportional gain and integral gain, wherein the impeller rotating speed and the blade angle are determined based on the average wind speed, and the proportional gain and the integral gain are determined based on the blade angle;
Determining blade parameters and rotational inertia of the floating fan, wherein the blade parameters are determined based on shape characteristics of the blades, the blade parameters comprise radial chord lengths, radial torsion angles and lift resistance coefficients of wing profiles of the blades, and the rotational inertia comprises impeller rotational inertia and generator rotational inertia;
calculating aerodynamic load first order partial derivatives of the floating wind turbine based on the blade parameters and the control parameters, the aerodynamic load first order partial derivatives including first order partial derivatives of aerodynamic thrust and aerodynamic torque with respect to the average wind speed, the impeller speed and the blade angle; and
determining a correspondence of a pneumatic damping coefficient of the floating wind turbine to a frequency of motion of the floating wind turbine at the average wind speed based on the first partial derivative of the pneumatic load, the proportional gain, the integral gain, and the moment of inertia, wherein the pneumatic damping coefficient is related to a speed of reciprocation of the floating wind turbine.
2. The method of claim 1, wherein when the average wind speed is higher than the rated wind speed of the floating wind turbine, determining a correspondence of the aerodynamic damping coefficient of the floating wind turbine to the frequency of movement of the floating wind turbine at the average wind speed by:
Wherein c aer Represents aerodynamic damping coefficient, ω represents motion frequency, V, Ω, β represents average wind speed, impeller rotation speed and blade angle, T, respectively V ,T Ω ,T β ,Q V ,Q Ω ,Q β Represents the first partial derivatives, K, of the aerodynamic thrust and aerodynamic torque with respect to the average wind speed, the impeller speed and the blade angle, respectively p And K i Respectively representing the proportional gain and the integral gain, I d Representing moment of inertia.
3. The method of claim 1, wherein the blade angle, the proportional gain, and the integral gain are zero when the average wind speed is below a rated wind speed of the floating wind turbine, and wherein the correspondence of the aerodynamic damping coefficient of the floating wind turbine to the frequency of movement of the floating wind turbine at the average wind speed is determined by the following equation:
wherein C is aer Represents pneumatic damping coefficient, omega represents motion frequency, V, omega represents average wind speed and impeller rotating speed, T respectively V ,T Ω ,Q V ,Q Ω Respectively representing first partial derivatives of aerodynamic thrust and aerodynamic torque with respect to average wind speed and impeller rotation speed, I d Representing moment of inertia.
4. The method of any one of claims 1-3, further comprising:
and determining the corresponding relation between the pneumatic additional mass coefficient of the floating fan and the motion frequency of the floating fan at the average wind speed based on the first partial derivative of the pneumatic load, the proportional gain, the integral gain and the moment of inertia, wherein the pneumatic additional mass coefficient is related to the acceleration of the reciprocating motion of the floating fan.
5. The method of claim 4, wherein when the average wind speed is higher than the rated wind speed of the floating wind turbine, determining a correspondence of the aerodynamic additional mass coefficient of the floating wind turbine to the frequency of motion of the floating wind turbine at the average wind speed by:
wherein m is aer Represents pneumatic additional mass coefficient, omega represents motion frequency, V, omega and beta respectively represent average wind speed, impeller rotating speed and blade angle, T V ,T Ω ,T β ,Q V ,Q Ω ,Q β Represents the first partial derivatives, K, of the aerodynamic thrust and aerodynamic torque with respect to the average wind speed, the impeller speed and the blade angle, respectively p And K i Respectively representing the proportional gain and the integral gain, I d Representing moment of inertia.
6. The method of claim 4, wherein the blade angle, the proportional gain, and the integral gain are zero when the average wind speed is below a rated wind speed of the floating wind turbine, and wherein the correspondence of the aerodynamic additional mass coefficient of the floating wind turbine to the frequency of movement of the floating wind turbine at the average wind speed is determined by the following equation:
wherein m is aer Represents the pneumatic additional mass coefficient, omega represents the motion frequency, V and omega respectively represent the average wind speed and the impeller rotating speed, T V ,T Ω ,Q V ,Q Ω Respectively representing first partial derivatives of aerodynamic thrust and aerodynamic torque with respect to average wind speed and impeller rotation speed, I d Representing moment of inertia.
7. The method as recited in claim 4, further comprising:
calculating the pneumatic damping of the floating fan based on the pneumatic damping coefficient; and
and calculating the pneumatic additional mass of the floating fan based on the pneumatic additional mass coefficient.
8. The method of claim 1, wherein the calculating the first partial derivative of the aerodynamic load of the floating wind turbine based on the blade parameters and the control parameters comprises:
calculating the aerodynamic load of the floating fan for the blade parameters and the control parameters; and
the aerodynamic load first partial derivative is calculated for the aerodynamic load.
9. A computer readable storage medium comprising code which, when executed, causes a computer to perform the method of any of claims 1-8.
10. A computer-implemented system comprising means for performing the method of any of claims 1-8.
CN202310417736.8A 2023-04-18 2023-04-18 Frequency domain simulation method, medium and system for floating wind turbines Pending CN116663169A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118228491A (en) * 2024-04-07 2024-06-21 上海勘测设计研究院有限公司 A design optimization method for floating wind power platform

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118228491A (en) * 2024-04-07 2024-06-21 上海勘测设计研究院有限公司 A design optimization method for floating wind power platform

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