CN104018987A - Method for controlling yaw system of wind turbine - Google Patents
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Abstract
本发明公开了一种风力发电机偏航系统的控制方法,基于全寿命周期成本理论通过比较偏航综合成本与预测偏航后的机组产能,建立启动约束条件来对不同工况状况下的偏航动作进行判断,解决了风电机组产能与偏航动作损耗之间的矛盾,延长了偏航系统工作寿命,实现了风电机组全寿命周期综合效益的最大化。该方法综合考虑风速、风向变化率、风向变化角等因素,通过预测偏航后的增加产能,并结合偏航动作成本分析,从全寿命周期经济最优角度对满足阈值控制要求时对偏航动作是否必要进行科学判断。
The invention discloses a control method for a yaw system of a wind power generator. Based on the whole life cycle cost theory, by comparing the comprehensive cost of yaw and the predicted production capacity of the unit after yaw, the start-up constraint conditions are established to control the yaw under different working conditions. Judging the yaw action, which solves the contradiction between the wind turbine production capacity and the yaw action loss, prolongs the working life of the yaw system, and maximizes the comprehensive benefits of the wind turbine's entire life cycle. This method comprehensively considers factors such as wind speed, wind direction change rate, and wind direction change angle. By predicting the increased production capacity after yaw, combined with the cost analysis of yaw action, from the perspective of the optimal life-cycle economy, the yaw rate is adjusted when the threshold control requirements are met. Whether the action is necessary should be judged scientifically.
Description
技术领域technical field
本发明属于风力发电技术领域,尤其涉及一种风力发电机偏航系统的控制方法。The invention belongs to the technical field of wind power generation, and in particular relates to a control method for a yaw system of a wind power generator.
背景技术Background technique
随着能源短缺问题加剧,风能作为新型能源凭借其可再生、分布广以及绿色无污染等优势,正成为增长最快的绿色能源。偏航系统作为大型风电机组特有的伺服系统,是风电机组的重要组成部分,其运行性能好坏直接决定着风电机组的整体性能、风场发电效率和风能利用效率。As the problem of energy shortage intensifies, wind energy, as a new type of energy, is becoming the fastest growing green energy due to its advantages of being renewable, widely distributed, green and non-polluting. As a unique servo system of large-scale wind turbines, yaw system is an important part of wind turbines. Its operating performance directly determines the overall performance of wind turbines, wind farm power generation efficiency, and wind energy utilization efficiency.
作为自然界的产物,风能具有随机性和间歇性等特点,方向也在时刻发生着变化,在风力发电运行过程中,偏航系统需要频繁起动以使风轮尽量保持在迎风状态,提高风能利用效率。但是,在风力发电机组偏航过程中会产生陀螺力矩等问题,进而引发塔架、叶片等部件振动,进而对整个风力发电系统的安全性构成威胁,并且偏航系统的频繁动作还会带来偏航电能损耗与偏航组件磨损等问题。As a product of nature, wind energy has the characteristics of randomness and intermittentness, and its direction changes all the time. During the operation of wind power generation, the yaw system needs to be started frequently to keep the wind rotor in the windward state as much as possible, and improve the efficiency of wind energy utilization. . However, problems such as gyro torque will occur during the yaw process of the wind turbine, which will cause vibration of towers, blades and other components, which will pose a threat to the safety of the entire wind power generation system, and the frequent actions of the yaw system will also bring Problems such as yaw power loss and yaw component wear.
偏航系统长期的频繁启停会造成偏航系统和与其关联的其他风机部件造成损伤,不但加重了工作人员繁重工作量,而且由于故障发生、故障检修与故障消除过程中需机组长时间停运,产生极大的运行维护费用和发电损失,因此偏航系统优化控制的方法研究从预防维护角度上可以避免造成无法挽回的损失,直接关系到风力发电机组的发电效率和风能利用率。The long-term frequent start and stop of the yaw system will cause damage to the yaw system and other wind turbine components associated with it. , resulting in huge operation and maintenance costs and power generation losses. Therefore, the research on optimal control of yaw system can avoid irreparable losses from the perspective of preventive maintenance, which is directly related to the power generation efficiency and wind energy utilization rate of wind turbines.
发明内容Contents of the invention
针对现有技术的缺陷,本发明的目的是提供一种能减少风电机组偏航系统起动次数的风力发电机偏航系统的控制方法。Aiming at the defects of the prior art, the object of the present invention is to provide a control method of the yaw system of the wind power generator which can reduce the number of starts of the yaw system of the wind power generator.
为了实现上述目的,本发明采用的技术方案如下:In order to achieve the above object, the technical scheme adopted in the present invention is as follows:
本发明提供了一种风力发电机偏航系统的控制方法,包括以下步骤:The present invention provides a control method of a yaw system of a wind power generator, comprising the following steps:
步骤1:当风向发生变化时,判断风向变化角度θ是否小于风机最大允许误差角度θdmax,若θ<θdmax,则转至下一步;否则令风机正常停机后再进行偏航动作,然后使风机正常启动;Step 1: When the wind direction changes, judge whether the wind direction change angle θ is smaller than the maximum allowable error angle θ dmax of the wind turbine. If θ<θ dmax , go to the next step; The fan starts normally;
步骤2:判断θ是否超出风速区间对应的设定阈值角度θd,当θ>θd时,则转至下一步;否则本次θ变化无需进行偏航;Step 2: Determine whether θ exceeds the set threshold angle θ d corresponding to the wind speed range. When θ>θ d , go to the next step; otherwise, no yaw is required for this θ change;
步骤3:预测距离下次风向发生变化时的时间间隔T以及时间间隔T内的风速大小V,计算该预测条件下的发电量W优化、进行偏航后的发电量W阈值以及C偏航成本,然后根据计算结果判断本次风向变化是否偏航,若偏航,则转至步骤6;否则转至下一步;Step 3: Predict the time interval T from the next wind direction change and the wind speed V within the time interval T, and calculate the power generation W optimization under the forecast conditions, the power generation W threshold after yaw, and C yaw cost , and then judge whether the wind direction change is yaw or not according to the calculation result, if it is yaw, go to step 6; otherwise, go to the next step;
步骤4:不偏航时,判断距离下次风向发生变化时的时间间隔T是否发生第二次变化,若所述T发生第二次变化,本次θ变化无需进行偏航;否则转至下一步;Step 4: When there is no yaw, judge whether the time interval T from when the wind direction changes next time changes for the second time. If the T changes for the second time, there is no need to yaw for this θ change; otherwise, go to the next step ;
步骤5:判断风向在T+Δt时间内是否发生变化,其中Δt为超出预测风向变化间隔动作设定时间,若风向在T+Δt时间内发生变化,本次θ变化无需进行偏航;否则转至下一步;Step 5: Determine whether the wind direction changes within the time T+Δt, where Δt is the action setting time beyond the predicted wind direction change interval, if the wind direction changes within the time T+Δt, there is no need to yaw for this θ change; otherwise, turn to to the next step;
步骤6:风速偏航延时Td偏航系统启动运行,若偏航完成,则整个偏航过程结束;否则偏航系统重新启动运行,直至偏航完成整个偏航过程。Step 6: Wind speed yaw delay T d The yaw system starts to run. If the yaw is completed, the entire yaw process ends; otherwise, the yaw system restarts until the yaw completes the entire yaw process.
所述步骤3中,若W优化+C偏航成本-W阈值<0,偏航电机进行偏航过程。In the step 3, if W optimization + C yaw cost - W threshold <0, the yaw motor performs a yaw process.
所述步骤1之前,偏航系统控制启动对风约束条件为:Before the step 1, the yaw system control starts the wind constraint condition as follows:
其中:ρ为空气密度;R为桨叶半径;Vt为预测风速;为风机转化效率;为波动阈值;CVt为风速Vt对应的风能利用系数;θ为风向变化角度;Ts为偏航延时;T为两次风向变化间的时间间隔;(A+f(θ))为偏航成本;f(θ)是与风向变化角度θ有关部分。Where: ρ is the air density; R is the blade radius; V t is the predicted wind speed; is the fan conversion efficiency; is the fluctuation threshold; C Vt is the wind energy utilization coefficient corresponding to the wind speed V t ; θ is the wind direction change angle; T s is the yaw delay; T is the time interval between two wind direction changes; Yaw cost; f(θ) is the part related to the wind direction change angle θ.
本发明同现有技术相比,具有以下优点和有益效果:Compared with the prior art, the present invention has the following advantages and beneficial effects:
本发明综合考虑风速、风向变化率、风向变化角等因素,通过预测偏航后的增加产能,并结合偏航动作成本分析,从全寿命周期经济最优角度对满足阈值控制要求时对偏航动作是否必要进行科学判断,特别是在风速较小且风向变化频繁、风向小范围内往复变化以及偏航系统及其关联系统容易出现故障等情形下,偏航系统优化控制方法能有效增强机组应对极端风向变化能力,避免不必要的偏航动作,减少频繁偏航动作所带来的机械故障与易耗部件磨损等问题,延长相关机械组件寿命,降低偏航系统运行维护成本,提高了风电机组运行可靠性,解决了风电机组产能与偏航动作损耗之间的矛盾,以实现风电机组全寿命周期综合效益的最大化,其规模化应用可显著提高风场的整体经济效益;并预防维护角度上避免造成无法挽回的损失,提高风力发电机组的发电效率和风能利用率;能够在不降低风电机组整体经济效益的情况下,减少风电机组偏航系统起动次数。The invention comprehensively considers factors such as wind speed, wind direction change rate, wind direction change angle, etc., by predicting the increased production capacity after yaw, combined with the analysis of the cost of yaw action, from the perspective of the economical optimization of the whole life cycle, when the threshold control requirements are met, the yaw It is necessary to make a scientific judgment on whether the action is necessary, especially in the case of low wind speed and frequent changes in wind direction, reciprocating changes in wind direction within a small range, and the yaw system and its associated systems are prone to failures, etc. The optimal control method of the yaw system can effectively enhance the response of the crew. Capable of extreme wind direction changes, avoiding unnecessary yaw movements, reducing mechanical failures and wear of consumable parts caused by frequent yaw movements, prolonging the life of related mechanical components, reducing the operation and maintenance costs of the yaw system, and improving the efficiency of wind turbines Operational reliability, which solves the contradiction between wind turbine production capacity and yaw action loss, so as to maximize the comprehensive benefits of wind turbines in their entire life cycle, and its large-scale application can significantly improve the overall economic benefits of wind farms; and preventive maintenance perspective In order to avoid irreparable losses, improve the power generation efficiency and wind energy utilization rate of wind turbines; reduce the number of starts of the yaw system of wind turbines without reducing the overall economic benefits of wind turbines.
附图说明Description of drawings
图1为本发明提供的风力发电机偏航系统的控制方法流程图。Fig. 1 is a flow chart of the control method of the wind generator yaw system provided by the present invention.
图2为输入风速曲线图。Figure 2 is the input wind speed curve.
图3为偏航阈值控制下的角度变化图。Fig. 3 is a diagram of angle change under yaw threshold control.
图4为偏航阈值控制下的功率输出图。Figure 4 is a power output diagram under yaw threshold control.
图5为偏航优化控制下的角度变化图。Fig. 5 is a graph of angle change under yaw optimization control.
图6为偏航优化控制下的功率输出图。Figure 6 is a power output diagram under yaw optimization control.
具体实施方式Detailed ways
下面结合附图所示实施例对本发明作进一步详细的说明。The present invention will be described in further detail below in conjunction with the embodiments shown in the accompanying drawings.
实施例1Example 1
本发明提出的风力发电机偏航系统的控制方法是基于全寿命周期成本理论通过比较偏航综合成本与预测偏航后的机组产能,建立启动约束条件,来对不同工况状况下的偏航动作进行判断,解决了风电机组产能与偏航动作损耗之间的矛盾,延长了偏航系统工作寿命,实现了风电机组全寿命周期综合效益的最大化。The control method of the wind turbine yaw system proposed in the present invention is based on the whole life cycle cost theory, by comparing the comprehensive cost of yaw and the predicted production capacity of the unit after yaw, and establishing the start-up constraint conditions, to control the yaw under different working conditions The action is judged, which solves the contradiction between the wind turbine production capacity and the yaw action loss, prolongs the working life of the yaw system, and realizes the maximization of the comprehensive benefits of the whole life cycle of the wind turbine.
偏航系统控制启动对风约束条件为:The wind constraint condition for yaw system control startup is:
上述式中:ρ为空气密度;R为桨叶半径;Vt为预测风速;为风机转化效率;为波动阈值;CVt为风速Vt对应的风能利用系数;θ为风向变化角度;Ts为偏航延时;T为两次风向变化间的时间间隔;(A+f(θ))为偏航成本;f(θ)是与风向变化角度θ有关部分。In the above formula: ρ is the air density; R is the blade radius; V t is the predicted wind speed; is the fan conversion efficiency; is the fluctuation threshold; C Vt is the wind energy utilization coefficient corresponding to the wind speed V t ; θ is the wind direction change angle; T s is the yaw delay; T is the time interval between two wind direction changes; Yaw cost; f(θ) is the part related to the wind direction change angle θ.
为使计算过程简便,并借鉴相关参数取值,令Vt=7m/s,CVt=0.35,Ts=210s,ρ=1.29kg/m3,S=π·R2=6793m2,θ=20,通过计算可知,在风速大小为7m/s以及设定风向变化角度在20°等条件限定下,当预测风向变化时间间隔T在3.5min~16min时,偏航成本高于偏航后的产能,因而不需要立即执行偏航动作。In order to simplify the calculation process and refer to relevant parameters, set V t =7m/s, C Vt =0.35, T s =210s, ρ=1.29kg/m 3 , S=π·R 2 =6793m 2 , θ=20, It can be seen from the calculation that under the conditions of the wind speed of 7m/s and the set wind direction change angle of 20°, when the predicted wind direction change time interval T is between 3.5min and 16min, the yaw cost is higher than the production capacity after yaw. Thus no yaw action needs to be performed immediately.
偏航系统优化控制流程如图1所示,图1为本发明提供的风力发电机偏航系统的控制方法流程图。图中θdmax为风机最大允许误差角度;θd为风速区间对应的设定阈值角度;Td为风速区间对应的风速偏航延时;Δt为超出预测风向变化间隔动作设定时间(如果T+Δt时间内风向仍未变化,需进行偏航操作)。The optimal control flow of the yaw system is shown in Fig. 1, which is a flow chart of the control method of the yaw system of the wind power generator provided by the present invention. In the figure, θ dmax is the maximum allowable error angle of the fan; θ d is the set threshold angle corresponding to the wind speed range; T d is the wind speed yaw delay corresponding to the wind speed range; If the wind direction does not change within +Δt, a yaw operation is required).
步骤1:当风向发生变化时,偏航系统首先判断风向变化角度θ是否小于风机最大允许误差角度θdmax,若θ<θdmax,则转至下一步;否则令风机正常停机后再进行偏航动作,然后使风机正常启动;Step 1: When the wind direction changes, the yaw system first judges whether the wind direction change angle θ is less than the maximum allowable error angle θ dmax of the fan, and if θ<θ dmax , go to the next step; otherwise, stop the fan normally and then proceed to yaw Action, and then make the fan start normally;
步骤2:判断θ是否超出风速区间对应的设定阈值角度θd,当θ>θd时,则转至下一步;否则本次θ变化无需进行偏航;Step 2: Determine whether θ exceeds the set threshold angle θ d corresponding to the wind speed range. When θ>θ d , go to the next step; otherwise, no yaw is required for this θ change;
步骤3:预测距离下次风向发生变化时的时间间隔T以及时间间隔T内的风速大小V,计算该预测条件下的发电量W优化、进行偏航后的发电量W阈值以及C偏航成本,然后根据计算结果判断本次风向变化是否偏航,若偏航,则转至步骤6;否则转至下一步;若W优化+C偏航成本-W阈值<0时,偏航电机进行偏航过程。Step 3: Predict the time interval T from the next wind direction change and the wind speed V within the time interval T, and calculate the power generation W optimization under the forecast conditions, the power generation W threshold after yaw, and C yaw cost , and then judge whether the wind direction change is yaw or not according to the calculation results. If it is yaw, go to step 6; otherwise, go to the next step; if W optimization + C yaw cost - W threshold < 0, the yaw motor performs yaw navigation process.
步骤4:不偏航时,判断距离下次风向发生变化时的时间间隔T是否发生第二次变化,若所述T发生第二次变化,说明此次风向发生变化时的时间间隔T预测准确,本次θ变化无需进行偏航;否则转至下一步;Step 4: When there is no yaw, judge whether the time interval T from the time when the wind direction changes next time changes for the second time. If the T changes for the second time, it means that the time interval T when the wind direction changes this time is accurately predicted. This θ change does not require yaw; otherwise go to the next step;
步骤5:判断风向在T+Δt时间内是否发生变化,其中Δt为超出预测风向变化间隔动作设定时间,若风向在T+Δt时间内发生变化,本次θ变化无需进行偏航;否则转至下一步;Step 5: Determine whether the wind direction changes within the time T+Δt, where Δt is the action setting time beyond the predicted wind direction change interval, if the wind direction changes within the time T+Δt, there is no need to yaw for this θ change; otherwise, turn to to the next step;
步骤6:风速偏航延时Td偏航系统启动运行,若偏航完成,则整个偏航过程结束;否则偏航系统重新启动运行,直至偏航完成整个偏航过程。Step 6: Wind speed yaw delay T d The yaw system starts to run. If the yaw is completed, the entire yaw process ends; otherwise, the yaw system restarts until the yaw completes the entire yaw process.
Matlab仿真一小时内风向8次变化,如表1所示,+为风向向右变化,-为风向向左变化;设定输入风速值为7m/s,风向角度在±30°内变化,包含单向变化与往复变化;偏航后的误差角度为0,偏航额定速度为0.8°/s,低风速区下的偏航延时为210s;风速V下的最大功率输出根据风力机捕获风能公式获得;当风速不变而风向发生变化时,此时输出功率为Pθ=PVmax·cos(θ)。Matlab simulates 8 changes in wind direction within one hour, as shown in Table 1, + means the wind direction changes to the right, - means the wind direction changes to the left; set the input wind speed value to 7m/s, and the wind direction angle changes within ±30°, including One-way change and reciprocating change; the error angle after yaw is 0, the rated speed of yaw is 0.8°/s, and the yaw delay in low wind speed area is 210s; the maximum power output at wind speed V depends on the wind energy captured by the wind turbine formula Obtained; when the wind speed is constant but the wind direction changes, the output power at this time is P θ =P Vmax ·cos(θ).
表1Table 1
如图2所示,图2为输入风速曲线图。从图中可以看出输入风速维持在7m/s。As shown in Figure 2, Figure 2 is a graph of the input wind speed. It can be seen from the figure that the input wind speed is maintained at 7m/s.
如图3所示,图3为偏航阈值控制下的角度变化图。从图中可以看出在偏航阈值控制下,每当风向发生变化并且超出设定阈值角度后,经过210s的偏航延时后,便启动偏航动作,偏航额定速度为0.8°/s。As shown in Fig. 3, Fig. 3 is a diagram of angle change under yaw threshold control. It can be seen from the figure that under the yaw threshold control, whenever the wind direction changes and exceeds the set threshold angle, after a 210s yaw delay, the yaw action is started, and the yaw rated speed is 0.8°/s .
如图4所示,图4为偏航阈值控制下的功率输出图。W阈值=537.8744Kw·h;从图中可以看出在偏航系统阈值控制下,由风力机输出机械功率公式可计算出偏航系统阈值控制下所对应的功率输出;并且当风速不变而风向发生偏转时,此时的机械输出功率为Pθ=PVmax·cos(θ),W阈值为功率P在一小时内的积分值。As shown in Figure 4, Figure 4 is a power output diagram under yaw threshold control. W threshold = 537.8744Kw h; It can be seen from the figure that under the threshold control of the yaw system, the mechanical power output formula of the wind turbine is The corresponding power output under the threshold control of the yaw system can be calculated; and when the wind speed is constant but the wind direction is deflected, the mechanical output power at this time is P θ =P Vmax cos(θ), and the W threshold is the power P at Points value within one hour.
如图5所示,图5为偏航优化控制下的角度变化图。从图中可以看出在偏航优化控制下,当每次风向发生变化时,通过比较偏航成本与预测偏航后的产能,判断是否需要进行偏航,当判断为无需进行偏航时,角度保持不变,否则启动偏航动作,完成偏航对风,偏航额定速度为0.8°/s。As shown in Figure 5, Figure 5 is a diagram of angle change under yaw optimization control. It can be seen from the figure that under the yaw optimization control, when the wind direction changes each time, by comparing the yaw cost and the predicted production capacity after yaw, it is judged whether it is necessary to yaw. When it is judged that yaw is not necessary, The angle remains unchanged, otherwise the yaw action is started to complete the yaw against the wind, and the rated speed of yaw is 0.8°/s.
如图6所示,图6为偏航优化控制下的功率输出图。W优化=538.7169Kw·h;从图中可以看出在偏航系统优化控制下,由风力机输出机械功率公式可计算出偏航系统优化控制下所对应的功率输出;并且当风速不变而风向发生偏转时,此时的机械输出功率为Pθ=PVmax·cos(θ),W优化为功率P在一小时内的积分。As shown in Figure 6, Figure 6 is a power output diagram under yaw optimization control. W optimization = 538.7169Kw h; It can be seen from the figure that under the optimal control of the yaw system, the mechanical power output formula of the wind turbine is The corresponding power output under the optimal control of the yaw system can be calculated; and when the wind speed is constant but the wind direction is deflected, the mechanical output power at this time is P θ =P Vmax cos(θ), and W is optimized as the power P at Points within an hour.
偏航成本模型计算:Yaw cost model calculation:
偏航成本模型计算包括偏航固定成本、偏航运行维护成本、偏航能耗以及停机成本等:The calculation of yaw cost model includes yaw fixed cost, yaw operation and maintenance cost, yaw energy consumption and shutdown cost, etc.:
平均每日偏航取150次,考虑弃风等因素,风电场年平均利用小时数取2000h,并参考相关参数取值可计算出各个变量值:The average daily yaw is taken as 150 times, considering factors such as wind abandonment, the annual average utilization hours of the wind farm is taken as 2000h, and the values of various variables can be calculated by referring to the values of relevant parameters:
故单次偏航总成本为:Therefore, the total cost of a single yaw is:
综合偏航成本与预测产能,可以算出优化控制比阈值控制更具经济性:Combining yaw cost and predicted production capacity, it can be calculated that optimal control is more economical than threshold control:
C=W优化+C偏航成本-W阈值=69.7438Kw·hC=W optimization +C yaw cost -W threshold =69.7438Kw h
其中:in:
W阈值为阈值控制下的风力机输出产能;W threshold is the wind turbine output capacity under threshold control;
W优化为优化控制下的风力机输出产能;W optimization is the wind turbine output capacity under optimal control;
C偏航成本为本次偏航成本。C yaw cost is the yaw cost of this time.
上述的对实施例的描述是为便于该技术领域的普通技术人员能理解和应用本发明。熟悉本领域技术的人员显然可以容易地对这些实施例做出各种修改,并把在此说明的一般原理应用到其他实施例中而不必经过创造性的劳动。因此,本发明不限于这里的实施例,本领域技术人员根据本发明的揭示,不脱离本发明范畴所做出的改进和修改都应该在本发明的保护范围之内。The above description of the embodiments is for those of ordinary skill in the art to understand and apply the present invention. It is obvious that those skilled in the art can easily make various modifications to these embodiments, and apply the general principles described here to other embodiments without creative effort. Therefore, the present invention is not limited to the embodiments herein. Improvements and modifications made by those skilled in the art according to the disclosure of the present invention without departing from the scope of the present invention should fall within the protection scope of the present invention.
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