CN113090453B - Control method and device of wind generating set and wind generating set - Google Patents
Control method and device of wind generating set and wind generating set Download PDFInfo
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D7/00—Controlling wind motors
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
- F05B2270/10—Purpose of the control system
- F05B2270/101—Purpose of the control system to control rotational speed (n)
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
- F05B2270/30—Control parameters, e.g. input parameters
- F05B2270/32—Wind speeds
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/70—Wind energy
- Y02E10/72—Wind turbines with rotation axis in wind direction
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Abstract
Description
技术领域technical field
本发明涉及风力发电技术领域,具体涉及一种风力发电机组的控制方法、装置和风力发电机组。The invention relates to the technical field of wind power generation, in particular to a control method and device for a wind power generating set and the wind power generating set.
背景技术Background technique
在风速一定的情况下如何最大限度获得风能是风力发电机组永恒的追求。应用于风力发电机组的最大功率点追踪(Maximum Power Point Tracking,MPPT)控制策略目标是使风轮的转速迅速跟踪风速变化,使风力发电机组始终保持在最佳叶尖速比运行,从而最大限度获得风能。How to get the maximum wind energy under the condition of constant wind speed is the eternal pursuit of wind turbines. The goal of the Maximum Power Point Tracking (MPPT) control strategy applied to wind turbines is to make the speed of the wind rotor quickly track the change of wind speed, so that the wind turbines can always operate at the best tip speed ratio, so as to maximize Get wind power.
现有的MPPT控制策略存在着诸多问题,例如,受风力发电机组的运行环境影响大,最大功率点追踪的准确性低,最大功率点追踪时间过长,工程化应用难度大等。The existing MPPT control strategy has many problems, for example, it is greatly affected by the operating environment of the wind turbine, the accuracy of the maximum power point tracking is low, the maximum power point tracking time is too long, and the engineering application is difficult.
发明内容Contents of the invention
本发明的示例性实施例的目的在于提供一种风力发电机组的控制方法、装置和风力发电机组,以克服上述的至少一个缺陷。The purpose of the exemplary embodiments of the present invention is to provide a control method and device for a wind power generating set, and a wind power generating set, so as to overcome at least one of the aforementioned drawbacks.
在一个总体方面,提供一种风力发电机组的控制方法,所述控制方法包括:将风力发电机组达到额定风速前的风速范围划分为多个风速段;针对每个风速段,建立该风速段内的理论最大输出功率与相应理论转速、实际最大输出功率与相应实际转速的对应关系;获取风力发电机组的实时风速和实时输出功率,确定实时风速所在的风速段和该风速段内的所述对应关系;根据实时输出功率以及实时风速所在的风速段内的所述对应关系,确定转速增量,根据所述转速增量控制风力发电机组的运行。In a general aspect, a control method for a wind power generating set is provided, the control method includes: dividing the wind speed range before the wind generating set reaches the rated wind speed into a plurality of wind speed segments; for each wind speed segment, establishing The corresponding relationship between the theoretical maximum output power and the corresponding theoretical rotational speed, the actual maximum output power and the corresponding actual rotational speed; obtain the real-time wind speed and real-time output power of the wind turbine, and determine the wind speed segment where the real-time wind speed is located and the corresponding wind speed segment within the wind speed segment relationship; according to the corresponding relationship between the real-time output power and the wind speed segment where the real-time wind speed is located, the rotational speed increment is determined, and the operation of the wind power generating set is controlled according to the rotational speed increment.
可选地,针对每个风速段,建立该风速段内的理论最大输出功率与相应理论转速、实际最大输出功率与相应实际转速的对应关系的步骤包括:建立以该风速段内的理论最大输出功率与相应理论转速为第一维并且以该风速段内的实际最大输出功率与相应实际转速为第二维的二维数组。Optionally, for each wind speed segment, the step of establishing the corresponding relationship between the theoretical maximum output power in the wind speed segment and the corresponding theoretical rotational speed, and the actual maximum output power and the corresponding actual rotational speed includes: establishing the theoretical maximum output power in the wind speed segment A two-dimensional array whose first dimension is the power and the corresponding theoretical rotational speed and whose second dimension is the actual maximum output power and the corresponding actual rotational speed within the wind speed range.
可选地,确定转速增量的步骤包括:根据前一时刻风速所在的风速段内的理论最大输出功率与实际最大输出功率计算前一时刻风速所在的风速段内的允许功率差;确定当前风速所在的风速段是否为前一时刻风速所在的风速段;如果当前风速所在的风速段为前一时刻风速所在的风速段,则确定前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差是否小于所述允许功率差;如果所述理论最大输出功率与当前输出功率之差小于所述允许功率差,则确定转速增量为零;如果所述理论最大输出功率与当前输出功率之差不小于所述允许功率差,则确定转速增量为前一时刻风速所在的风速段内的理论转速与当前转速之差。Optionally, the step of determining the rotational speed increment includes: calculating the allowable power difference in the wind speed segment where the wind speed was at the previous moment according to the theoretical maximum output power and the actual maximum output power in the wind speed segment where the wind speed was at the previous moment; determining the current wind speed Whether the wind speed segment where the wind speed is located is the wind speed segment where the wind speed is at the previous moment; if the wind speed segment where the current wind speed is located is the wind speed segment where the wind speed is at the previous moment, then determine the theoretical maximum output power in the wind speed segment where the wind speed is at the previous moment. Whether the difference between the output power is less than the allowable power difference; if the difference between the theoretical maximum output power and the current output power is less than the allowable power difference, then determine that the rotational speed increment is zero; if the theoretical maximum output power and the current output If the power difference is not less than the allowable power difference, then the rotational speed increment is determined to be the difference between the theoretical rotational speed and the current rotational speed within the wind speed range where the wind speed was at the previous moment.
可选地,确定转速增量的步骤还包括:如果当前风速所在的风速段不是前一时刻风速所在的风速段,则确定转速增量为当前风速所在的风速段内的理论转速与当前转速之差。Optionally, the step of determining the rotational speed increment further includes: if the wind speed segment where the current wind speed is located is not the wind speed segment where the wind speed is located at the previous moment, then determining the rotational speed increment as the difference between the theoretical rotational speed in the wind speed segment where the current wind speed is located and the current rotational speed Difference.
可选地,前一时刻风速所在的风速段内的允许功率差为该风速段内的理论最大输出功率与实际最大输出功率之差的二分之一。Optionally, the allowable power difference in the wind speed segment where the wind speed is at the previous moment is half of the difference between the theoretical maximum output power and the actual maximum output power in the wind speed segment.
可选地,根据所述转速增量控制风力发电机组的运行的步骤包括:根据所述转速增量调整风力发电机组的实时转速,直到前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于所述允许功率差为止。Optionally, the step of controlling the operation of the wind generating set according to the rotational speed increment includes: adjusting the real-time rotational speed of the wind generating set according to the rotational speed increment until the theoretical maximum output power in the wind speed segment where the wind speed is at the previous moment is equal to until the current output power difference is smaller than the allowable power difference.
可选地,所述控制方法还包括:根据风力发电机组的历史运行数据获取每个风速段内的实际最大输出功率与相应实际转速。Optionally, the control method further includes: obtaining the actual maximum output power and the corresponding actual rotational speed in each wind speed segment according to the historical operation data of the wind power generating set.
可选地,所述控制方法还包括:确定风力发电机组的当前输出功率是否大于当前风速所在的风速段内的实际最大输出功率;如果所述当前输出功率大于该风速段内的实际最大输出功率,则将该风速段内的实际最大输出功率与相应实际转速的对应关系更新为当前输出功率与当前转速的对应关系。Optionally, the control method further includes: determining whether the current output power of the wind generating set is greater than the actual maximum output power in the wind speed segment where the current wind speed is located; if the current output power is greater than the actual maximum output power in the wind speed segment , then the corresponding relationship between the actual maximum output power and the corresponding actual rotational speed in the wind speed segment is updated to the corresponding relationship between the current output power and the current rotational speed.
在另一个总体方面,提供一种风力发电机组的控制装置,所述控制装置包括:风速段划分单元,被配置为将风力发电机组达到额定风速前的风速范围划分为多个风速段;对应关系建立单元,被配置为针对每个风速段,建立该风速段内的理论最大输出功率与相应理论转速、实际最大输出功率与相应实际转速的对应关系;数据获取单元,被配置为获取风力发电机组的实时风速和实时输出功率;转速增量确定单元,被配置为确定实时风速所在的风速段和该风速段内的所述对应关系,根据实时输出功率以及实时风速所在的风速段内的所述对应关系,确定转速增量;控制单元,被配置为根据所述转速增量控制风力发电机组的运行。In another general aspect, there is provided a control device for a wind power generating set, the control device comprising: a wind speed segment division unit configured to divide the wind speed range before the wind generating set reaches the rated wind speed into a plurality of wind speed segments; the corresponding relationship The establishment unit is configured to, for each wind speed segment, establish the corresponding relationship between the theoretical maximum output power and the corresponding theoretical rotational speed, the actual maximum output power and the corresponding actual rotational speed in the wind speed segment; the data acquisition unit is configured to obtain the wind power generating set The real-time wind speed and real-time output power; the rotation speed increment determination unit is configured to determine the wind speed segment where the real-time wind speed is located and the corresponding relationship in the wind speed segment, according to the real-time output power and the wind speed segment where the real-time wind speed is located. The corresponding relationship is to determine the rotation speed increment; the control unit is configured to control the operation of the wind power generating set according to the rotation speed increment.
可选地,对应关系建立单元被进一步配置为:针对每个风速段,建立以该风速段内的理论最大输出功率与相应理论转速为第一维并且以该风速段内的实际最大输出功率与相应实际转速为第二维的二维数组。Optionally, the correspondence establishment unit is further configured to: for each wind speed segment, establish the theoretical maximum output power in the wind speed segment and the corresponding theoretical rotational speed as the first dimension and the actual maximum output power in the wind speed segment and the The corresponding actual speed is a two-dimensional array with the second dimension.
可选地,转速增量确定单元被进一步配置为:根据前一时刻风速所在的风速段内的理论最大输出功率与实际最大输出功率计算前一时刻风速所在的风速段内的允许功率差;确定当前风速所在的风速段是否为前一时刻风速所在的风速段;如果当前风速所在的风速段为前一时刻风速所在的风速段,则确定前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差是否小于所述允许功率差;如果所述理论最大输出功率与当前输出功率之差小于所述允许功率差,则确定转速增量为零;如果所述理论最大输出功率与当前输出功率之差不小于所述允许功率差,则确定转速增量为前一时刻风速所在的风速段内的理论转速与当前转速之差。Optionally, the rotation speed increment determination unit is further configured to: calculate the allowable power difference in the wind speed range where the wind speed is located at the previous moment according to the theoretical maximum output power and the actual maximum output power in the wind speed range where the wind speed is located at the previous moment; determine Whether the wind speed segment where the current wind speed is located is the wind speed segment where the wind speed was at the previous moment; if the wind speed segment where the current wind speed is located is the wind speed segment where the wind speed was at the previous moment, then determine the theoretical maximum output power in the wind speed segment where the wind speed was at the previous moment Whether the difference with the current output power is less than the allowable power difference; if the difference between the theoretical maximum output power and the current output power is less than the allowable power difference, then determine that the rotational speed increment is zero; if the theoretical maximum output power and If the current output power difference is not less than the allowable power difference, then the rotational speed increment is determined to be the difference between the theoretical rotational speed and the current rotational speed within the wind speed segment where the wind speed is at the previous moment.
可选地,转速增量确定单元被进一步配置为:如果当前风速所在的风速段不是前一时刻风速所在的风速段,则确定转速增量为当前风速所在的风速段内的理论转速与当前转速之差。Optionally, the rotational speed increment determination unit is further configured to: if the wind speed segment where the current wind speed is located is not the wind speed segment where the wind speed is located at the previous moment, then determine the rotational speed increment as the theoretical rotational speed and the current rotational speed within the wind speed segment where the current wind speed is located Difference.
可选地,转速增量确定单元被进一步配置为:计算前一时刻风速所在的风速段内的理论最大输出功率与实际最大输出功率之差的二分之一,作为前一时刻风速所在的风速段内的允许功率差。Optionally, the rotational speed increment determination unit is further configured to: calculate one-half of the difference between the theoretical maximum output power and the actual maximum output power in the wind speed range where the wind speed was at the previous moment, and use it as the wind speed where the wind speed was at the previous moment Allowable power difference within a segment.
可选地,控制单元被进一步配置为:根据所述转速增量调整风力发电机组的实时转速,直到前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于所述允许功率差为止。Optionally, the control unit is further configured to: adjust the real-time rotational speed of the wind generating set according to the rotational speed increment until the difference between the theoretical maximum output power and the current output power in the wind speed range where the wind speed is located at the previous moment is less than the allowable until the power is poor.
可选地,对应关系建立单元被进一步配置为:根据风力发电机组的历史运行数据获取每个风速段内的实际最大输出功率与相应实际转速。Optionally, the correspondence establishing unit is further configured to: obtain the actual maximum output power and the corresponding actual rotational speed in each wind speed segment according to the historical operation data of the wind power generating set.
可选地,对应关系建立单元被进一步配置为:确定风力发电机组的当前输出功率是否大于当前风速所在的风速段内的实际最大输出功率;如果所述当前输出功率大于该风速段内的实际最大输出功率,则将该风速段内的实际最大输出功率与相应实际转速的对应关系更新为当前输出功率与当前转速的对应关系。Optionally, the corresponding relationship establishing unit is further configured to: determine whether the current output power of the wind generating set is greater than the actual maximum output power in the wind speed segment where the current wind speed is located; if the current output power is greater than the actual maximum output power in the wind speed segment output power, update the corresponding relationship between the actual maximum output power and the corresponding actual rotational speed in the wind speed segment to the corresponding relationship between the current output power and the current rotational speed.
在另一个总体方面,提供一种风力发电机组,所述风力发电机组包括如上所述的控制装置。In another general aspect, a wind park comprising a control device as described above is provided.
在另一个总体方面,提供一种计算装置,所述计算装置包括计算机可读存储介质和处理器,所述计算机可读存储介质存储有程序或指令,当所述程序或指令由所述处理器执行时实现如上所述的控制方法。In another general aspect, a computing device is provided, the computing device includes a computer-readable storage medium and a processor, the computer-readable storage medium stores programs or instructions, when the programs or instructions are executed by the processor When executed, the above-mentioned control method is realized.
在另一个总体方面,提供一种风力发电机组的控制器,所述控制器被配置为执行如上所述的控制方法。In another general aspect, a controller of a wind park is provided, the controller being configured to perform the control method as described above.
采用根据本发明示例性实施例的风力发电机组的控制方法、装置和风力发电机组,通过对风速范围分段并实时地反馈输出功率,基于反馈的输出功率和对应的风速段确定转速增量,能够有效规避爬山算法中的转速增量难以确定的问题,并且能够规避风速小幅波动引起风力发电机组控制性能降低的问题。还能够根据理论最大输出功率与实际最大输出功率计算允许功率差,从而可以有效避免风力发电机组实时运行过程中的参数变化对于最大输出功率追踪的准确性影响,同时还可以避免由于理论最大输出功率难以达到而引起的机组最大输出功率追踪时间过长。通过使用基于功率信号反馈算法和爬山算法的混合控制策略来根据风速变化迅速而准确地追踪最大输出功率,从而最大限度地获得风能。By adopting the control method, device and wind power generating set according to the exemplary embodiments of the present invention, by segmenting the wind speed range and feeding back the output power in real time, the rotational speed increment is determined based on the fed back output power and the corresponding wind speed segment, It can effectively avoid the problem that the speed increment in the hill-climbing algorithm is difficult to determine, and can avoid the problem that the small fluctuation of wind speed causes the control performance of the wind turbine to decrease. It is also possible to calculate the allowable power difference based on the theoretical maximum output power and the actual maximum output power, thereby effectively avoiding the influence of parameter changes during the real-time operation of the wind turbine on the accuracy of maximum output power tracking, and at the same time avoiding the theoretical maximum output power. The maximum output power tracking time of the unit caused by the difficulty of reaching is too long. By using a hybrid control strategy based on power signal feedback algorithm and hill-climbing algorithm to quickly and accurately track the maximum output power according to wind speed changes, so as to maximize wind energy.
附图说明Description of drawings
通过下面结合附图进行的描述,本发明的上述和其他目的和特点将会变得更加清楚,其中:The above and other objects and features of the present invention will become clearer through the following description in conjunction with the accompanying drawings, wherein:
图1是根据本发明的示例性实施例的风力发电机组的控制装置的框图;Fig. 1 is a block diagram of a control device of a wind power generating set according to an exemplary embodiment of the present invention;
图2示出了根据本发明的示例性二维数组;Figure 2 shows an exemplary two-dimensional array according to the present invention;
图3是根据本发明的示例性实施例的控制方法的部分流程图;FIG. 3 is a partial flowchart of a control method according to an exemplary embodiment of the present invention;
图4是根据本发明的示例性实施例的控制方法的另一部分流程图;Fig. 4 is another partial flow chart of the control method according to an exemplary embodiment of the present invention;
图5是根据本发明的示例性实施例的控制方法的另一部分流程图。FIG. 5 is another partial flow chart of the control method according to the exemplary embodiment of the present invention.
具体实施方式Detailed ways
可以采用最优叶尖速比算法、功率信号反馈算法、爬山算法、三点比较算法、模糊逻辑控制算法、占空比扰动算法等来实现风力发电机组的最大功率点追踪(Maximum PowerPoint Tracking,MPPT)控制策略。爬山算法不需要任何测风装置,对风力发电机组功率特性要求较低,同时自适应性强,系统依赖性小等优点,爬山算法通过风速增量的变化调整扰动增量的幅度使风力发电机组在不同风况下能够快速追踪最优转速,增加了对于不同风速的适应性。但是,定步长爬山法的扰动增量设计有一定难度:增量过小,系统调节过程缓慢,增量过大又存在造成系统波动的风险,而变步长爬山算法在最大功率点附近控制效果欠佳。功率信号反馈算法中的控制性能很大程度依赖于最优功率曲线的生成环境与机组实际运行环境的差异大小,常常存在机组实际运行过程中无法达到最优功率曲线,并且导致机组控制性能受到影响。三点比较算法通过取用三个不同转速的机械功率比较来调节转速实现最大功率追踪,能够避免机组在最大功率点扰动造成机侧功率损失,但是对于风速变化的适应性较差。模糊逻辑搜索法通过建立功率增量、上一次转速增量以及输出转速增量的隶属度函数可以实现智能变步长跟踪发电机最大功率,但是确定模糊集、隶属度函数形状以及制定规则表等关键环节需要依赖于设计人员的经验,在工程化应用中具有一定的难度。The maximum power point tracking (MPPT) of wind turbines can be realized by using the optimal tip speed ratio algorithm, power signal feedback algorithm, hill climbing algorithm, three-point comparison algorithm, fuzzy logic control algorithm, duty cycle disturbance algorithm, etc. )Control Strategy. The hill-climbing algorithm does not require any wind measuring device, has low requirements on the power characteristics of the wind turbine, and has the advantages of strong adaptability and small system dependence. It can quickly track the optimal speed under different wind conditions, increasing the adaptability to different wind speeds. However, the disturbance increment design of the fixed-step-length hill-climbing method is difficult: if the increment is too small, the system adjustment process will be slow; Ineffective. The control performance in the power signal feedback algorithm largely depends on the difference between the generation environment of the optimal power curve and the actual operating environment of the unit. Often, the optimal power curve cannot be reached during the actual operation of the unit, and the control performance of the unit is affected. . The three-point comparison algorithm adjusts the speed by comparing the mechanical power of three different speeds to achieve maximum power tracking, which can avoid the power loss on the machine side caused by the disturbance of the unit at the maximum power point, but it has poor adaptability to wind speed changes. The fuzzy logic search method can realize the intelligent variable step size tracking of the maximum power of the generator by establishing the membership function of the power increment, the last speed increment and the output speed increment, but determine the fuzzy set, the shape of the membership function and formulate the rule table, etc. The key link needs to rely on the experience of the designer, which is difficult in engineering application.
如上所述,将上述算法单独应用于风力发电机组的MPPT控制策略存在着诸多不足,然而本发明提出的基于爬山算法和功率信号反馈算法的混合控制策略可以有效避免上述不足。As mentioned above, there are many deficiencies in applying the above algorithm alone to the MPPT control strategy of wind turbines, but the hybrid control strategy based on hill climbing algorithm and power signal feedback algorithm proposed by the present invention can effectively avoid the above deficiencies.
现在将参照附图更充分地描述本发明的示例性实施例,在附图中示出了一些示例性实施例,但是本发明不仅限于此。Exemplary embodiments of the present invention will now be described more fully with reference to the accompanying drawings, in which some example embodiments are shown but to which the invention is not limited.
图1是根据本发明的示例性实施例的风力发电机组的控制装置10的框图。控制装置10可包括风速段划分单元101、对应关系建立单元102、数据获取单元103、转速增量确定单元104、控制单元105。Fig. 1 is a block diagram of a
风速段划分单元101可以将风力发电机组达到额定风速前的风速范围划分为多个风速段,例如,风速范围可以为风力发电机组的切入风速至额定风速,风速段划分单元101可以将风速范围均等或非均等地划分为m个风速段(m为大于1的自然数)。同时,风速段划分单元101可以根据实际需求设置m的值,m的值越大,通过控制装置10实现风力发电机组的最大输出功率追踪的准确性越高。The wind speed segment division unit 101 can divide the wind speed range before the wind power generating set reaches the rated wind speed into a plurality of wind speed segments. Or unequally divided into m wind speed segments (m is a natural number greater than 1). At the same time, the wind speed section division unit 101 can set the value of m according to the actual demand, the larger the value of m is, the higher the accuracy of tracking the maximum output power of the wind generating set by the
对应关系建立单元102可以针对每个风速段,建立该风速段内的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系。例如,对应关系建立单元102可以根据风力发电机组的理论最大输出功率曲线获取每个风速段的理论最大输出功率与相应理论转速,并相应地建立对应关系。理论最大输出功率曲线可以是风力发电机组的生产商提供的,或者是根据风力发电机组的特性推算的理想工作状态下的最大输出功率曲线。此外,对应关系建立单元102可以根据风力发电机组的历史运行数据获取每个风速段内的实际最大输出功率与相应实际转速,并相应地建立对应关系。The corresponding
图2示出了根据本发明的示例性二维数组,以呈现对应关系。Fig. 2 shows an exemplary two-dimensional array according to the present invention to present the correspondence.
在图2所示的示例中,对应关系建立单元102可以针对每个风速段,建立以该风速段内的理论最大输出功率P1与相应理论转速N1为第一维并且以该风速段内的实际最大输出功率P2与相应实际转速N2为第二维的二维数组,从而呈现每个风速段内的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系。In the example shown in FIG. 2 , the corresponding
数据获取单元103可以获取风力发电机组的实时风速和实时输出功率。数据获取单元103还可以获取风力发电机组的实时转速。获取的实时风速、实时输出功率、实时转速对应于风力发电机组的整个运行过程。The data acquisition unit 103 can acquire the real-time wind speed and real-time output power of the wind power generating set. The data acquisition unit 103 can also acquire the real-time rotational speed of the wind power generating set. The acquired real-time wind speed, real-time output power, and real-time rotational speed correspond to the entire operation process of the wind power generating set.
在风力发电机组的运行过程中,数据获取单元103可以通过风速测量装置(例如,测风雷达、风速传感器)获取风力发电机组的实时风速,可以通过功率测量装置获取风力发电机组的实时输出功率,还可以通过转速测量装置获取风力发电机组的实时转速。During the operation of the wind power generating set, the data acquisition unit 103 can obtain the real-time wind speed of the wind generating set through the wind speed measuring device (for example, wind radar, wind speed sensor), and can obtain the real-time output power of the wind generating set through the power measuring device, The real-time rotational speed of the wind power generating set can also be obtained through the rotational speed measuring device.
转速增量确定单元104可以从数据获取单元103接收实时风速、实时输出功率和/或实时转速,可以从风速段划分单元101接收已划分的多个风速段。进而,转速增量确定单元104可以确定实时风速所在的风速段。此外,转速增量确定单元104还可以从对应关系建立单元102接收针对每个风速段的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系。例如,转速增量确定单元104可以从对应关系建立单元102接收多个风速段的二维数组,然后根据实时风速所在的风速段确定该风速段内的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系。The rotational speed
转速增量确定单元104可以根据实时输出功率以及实时风速所在的风速段内的对应关系,确定风力发电机组的转速增量。The rotational speed
在本发明的示例中,转速增量确定单元104可以根据实时风速所在的风速段内的理论最大输出功率与实际最大输出功率计算实时风速所在的风速段内的允许功率差。例如但不限于,风速段内的允许功率差可以为该风速段内的理论最大输出功率与实际最大输出功率之差的二分之一,即Dp=(P1-P2)/2,其中,Dp为风速段内的允许功率差,P1和P2分别为该风速段内的理论最大输出功率与实际最大输出功率。通过根据理论最大输出功率与实际最大输出功率计算允许功率差,可以有效避免风力发电机组实时运行过程中的参数变化对于最大输出功率追踪的准确性影响,同时还可以避免由于理论最大输出功率难以达到而引起的机组最大输出功率追踪时间过长。In the example of the present invention, the rotation speed
在本发明的示例中,转速增量确定单元104可以根据前一时刻风速所在的风速段内的理论最大输出功率与实际最大输出功率计算前一时刻风速所在的风速段内的允许功率差。可选地,转速增量确定单元104可以根据当前风速所在的风速段内的理论最大输出功率与实际最大输出功率计算当前风速所在的风速段内的允许功率差,以供在下一时刻确定转速增量。In the example of the present invention, the rotational speed
在本发明的示例中,转速增量确定单元104可以确定当前风速所在的风速段是否为前一时刻风速所在的风速段。In the example of the present invention, the rotational speed
如果当前风速所在的风速段为前一时刻风速所在的风速段,则转速增量确定单元104可以确定前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差是否小于前一时刻风速所在的风速段内的允许功率差。如果前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于前一时刻风速所在的风速段内的允许功率差,则转速增量确定单元104可以确定转速增量为零,停止最大输出功率追踪。否则,转速增量确定单元104可以确定转速增量为前一时刻风速所在的风速段内的理论转速与当前转速之差。If the wind speed segment where the current wind speed is located is the wind speed segment where the wind speed was located at the previous moment, the rotational speed
如果当前风速所在的风速段不是前一时刻风速所在的风速段,则转速增量确定单元104可以确定转速增量为当前风速所在的风速段内的理论转速与当前转速之差。If the wind speed segment where the current wind speed is located is not the wind speed segment where the wind speed was located at the previous moment, the rotational speed
控制单元105可以从转速增量确定单元104接收转速增量,并根据转速增量控制风力发电机组的运行。在本发明的示例中,控制单元105可以根据转速增量调整风力发电机组的实时转速,直到前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于前一时刻风速所在的风速段内的允许功率差为止,即转速增量为零。The
在控制单元105根据转速增量调整风力发电机组的实时转速的过程中,控制单元105可以使用爬山算法来根据转速增量调整风力发电机组的实时转速,以追踪满足上述基于允许功率差的条件的最大输出功率。During the process of the
如上所述,通过实时地反馈输出功率并基于反馈的输出功率确定转速增量,能够有效规避爬山算法中的转速增量难以确定的问题,并且能够规避风速小幅波动引起风力发电机组控制性能降低的问题。As mentioned above, by feeding back the output power in real time and determining the speed increment based on the fed-back output power, the problem that the speed increment in the hill-climbing algorithm is difficult to determine can be effectively avoided, and the problem of small fluctuations in wind speed causing the control performance of the wind turbine to decrease question.
通过根据理论最大输出功率与实际最大输出功率计算允许功率差,可以有效避免风力发电机组实时运行过程中的参数变化对于最大输出功率追踪的准确性影响,同时还可以避免由于理论最大输出功率难以达到而引起的机组最大输出功率追踪时间过长。By calculating the allowable power difference based on the theoretical maximum output power and the actual maximum output power, it can effectively avoid the influence of the parameter changes in the real-time operation of the wind turbine on the accuracy of the maximum output power tracking, and at the same time avoid the difficulty in achieving the theoretical maximum output power. As a result, the maximum output power tracking time of the unit is too long.
因此,通过使用基于功率信号反馈算法和爬山算法的混合控制策略可以根据风速变化迅速而准确地追踪最大输出功率,从而最大限度地获得风能。Therefore, by using the hybrid control strategy based on the power signal feedback algorithm and the hill climbing algorithm, the maximum output power can be tracked rapidly and accurately according to the change of wind speed, so as to obtain the maximum wind energy.
此外,对应关系建立单元102还可以从数据获取单元103获取风力发电机组的当前风速、当前输出功率和当前转速,确定当前输出功率是否大于当前风速所在的风速段内的实际最大输出功率。如果当前输出功率大于该风速段内的实际最大输出功率,则对应关系建立单元102可以将该风速段内的实际最大输出功率与相应实际转速的对应关系更新为当前输出功率与当前转速的对应关系。如此,每个风速段内的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系可以通过对应关系建立单元102来实时更新,使得最大输出功率追踪的准确性得到提高。In addition, the correspondence
根据本发明的示例性实施例还提供一种包括风力发电机组的控制装置10的风力发电机组。An exemplary embodiment according to the present invention also provides a wind power plant comprising a
下面参照图3至图5描述根据本发明的示例性实施例的控制方法。A control method according to an exemplary embodiment of the present invention is described below with reference to FIGS. 3 to 5 .
步骤S101,可以将达到额定风速前的风速范围划分为多个风速段。例如,风速范围可以为风力发电机组的切入风速至额定风速,并且可以将风速范围均等或非均等地划分为m个风速段(m为大于1的自然数)。m的值可以根据实际需求来设置,m的值越大,实现风力发电机组的最大输出功率追踪的准确性越高。In step S101, the wind speed range before reaching the rated wind speed can be divided into a plurality of wind speed segments. For example, the wind speed range may be from the cut-in wind speed to the rated wind speed of the wind power generating set, and the wind speed range may be divided into m wind speed segments (m is a natural number greater than 1) equally or unequally. The value of m can be set according to actual requirements. The larger the value of m is, the higher the accuracy of tracking the maximum output power of the wind power generating set is.
步骤S102,针对每个风速段,建立该风速段内的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系。例如,可以根据风力发电机组的理论最大输出功率曲线获取每个风速段的理论最大输出功率与相应理论转速,并相应地建立对应关系。理论最大输出功率曲线可以是风力发电机组的生产商提供的,或者是根据风力发电机组的特性推算的理想工作状态下的最大输出功率曲线。此外,可以根据风力发电机组的历史运行数据获取每个风速段内的实际最大输出功率与相应实际转速,并相应地建立对应关系。对应关系可以是图2所示的二维数组。Step S102 , for each wind speed segment, establish the corresponding relationship between the theoretical maximum output power and the corresponding theoretical rotational speed in the wind speed segment, and the corresponding relationship between the actual maximum output power and the corresponding actual rotational speed. For example, the theoretical maximum output power of each wind speed segment and the corresponding theoretical rotational speed can be obtained according to the theoretical maximum output power curve of the wind power generating set, and a corresponding relationship can be established accordingly. The theoretical maximum output power curve may be provided by the manufacturer of the wind power generating set, or it may be the maximum output power curve under ideal working conditions calculated according to the characteristics of the wind power generating set. In addition, the actual maximum output power and the corresponding actual rotational speed in each wind speed segment can be obtained according to the historical operation data of the wind power generating set, and a corresponding relationship can be established accordingly. The corresponding relationship may be a two-dimensional array as shown in FIG. 2 .
步骤S103,可以获取风力发电机组的实时风速和实时输出功率。In step S103, the real-time wind speed and real-time output power of the wind power generating set can be obtained.
步骤S104,可以确定实时风速所在的风速段以及风速段内的理论最大输出功率与相应理论转速的对应关系、实际最大输出功率与相应实际转速的对应关系。In step S104, the wind speed segment where the real-time wind speed is located, the corresponding relationship between the theoretical maximum output power and the corresponding theoretical rotational speed, and the corresponding relationship between the actual maximum output power and the corresponding actual rotational speed within the wind speed range may be determined.
步骤S105,可以根据前一时刻风速所在的风速段内的理论最大输出功率与实际最大输出功率计算前一时刻风速所在的风速段内的允许功率差。例如但不限于,风速段内的允许功率差可以为该风速段内的理论最大输出功率与实际最大输出功率之差的二分之一,即Dp=(P1-P2)/2,其中,Dp为风速段内的允许功率差,P1和P2分别为该风速段内的理论最大输出功率与实际最大输出功率。In step S105, the allowable power difference in the wind speed range at the previous moment may be calculated according to the theoretical maximum output power and the actual maximum output power in the wind speed range at the previous moment. For example, but not limited to, the allowable power difference in the wind speed segment can be half of the difference between the theoretical maximum output power and the actual maximum output power in the wind speed segment, that is, Dp=(P1-P2)/2, where Dp is the allowable power difference in the wind speed range, P1 and P2 are the theoretical maximum output power and the actual maximum output power in the wind speed range respectively.
步骤S106,可以确定当前风速所在的风速段是否为前一时刻风速所在的风速段。如果当前风速所在的风速段为前一时刻风速所在的风速段,则执行步骤S107,否则执行步骤S111。Step S106, it may be determined whether the wind speed segment where the current wind speed is located is the wind speed segment where the wind speed was located at the previous moment. If the wind speed segment where the current wind speed is located is the wind speed segment where the wind speed is located at the previous moment, then execute step S107 , otherwise execute step S111 .
步骤S107,可以确定前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差是否小于前一时刻风速所在的风速段内的允许功率差。如果前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于前一时刻风速所在的风速段内的允许功率差,则执行步骤S108;否则执行步骤S109。In step S107, it may be determined whether the difference between the theoretical maximum output power and the current output power in the wind speed range at the previous moment is smaller than the allowable power difference in the wind speed range at the previous moment. If the difference between the theoretical maximum output power and the current output power in the wind speed range where the wind speed is at the previous moment is smaller than the allowable power difference in the wind speed range where the wind speed is at the previous moment, then execute step S108; otherwise, execute step S109.
步骤S108,可以确定转速增量为零,从而停止最大输出功率追踪。In step S108, it may be determined that the rotational speed increment is zero, thereby stopping the maximum output power tracking.
步骤S109,可以获取风力发电机组的当前转速,确定转速增量为前一时刻风速所在的风速段内的理论转速与当前转速之差。In step S109, the current rotational speed of the wind power generating set can be obtained, and the rotational speed increment is determined as the difference between the theoretical rotational speed and the current rotational speed in the wind speed range where the wind speed is at the previous moment.
步骤S110,可以根据转速增量控制风力发电机组的运行。在本发明的示例中,可以根据转速增量调整风力发电机组的实时转速,例如可以将实时转速调整为理论转速和转速增量的和,然后循环执行步骤S103,直到前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于前一时刻风速所在的风速段内的允许功率差为止,即转速增量为零。Step S110, the operation of the wind power generating set may be controlled according to the rotational speed increment. In the example of the present invention, the real-time speed of the wind power generating set can be adjusted according to the speed increment, for example, the real-time speed can be adjusted to the sum of the theoretical speed and the speed increment, and then step S103 is executed in a loop until the wind speed at the previous moment is The difference between the theoretical maximum output power in the segment and the current output power is less than the allowable power difference in the wind speed segment where the wind speed was at the previous moment, that is, the speed increment is zero.
步骤S111,可以获取风力发电机组的当前转速,确定转速增量为当前风速所在的风速段内的理论转速与当前转速之差。In step S111, the current rotational speed of the wind power generating set may be obtained, and the rotational speed increment is determined as the difference between the theoretical rotational speed and the current rotational speed within the wind speed range where the current wind speed is located.
步骤S112,可以根据步骤S111确定的转速增量调整风力发电机组的实时转速,然后循环执行步骤S103,直到前一时刻风速所在的风速段内的理论最大输出功率与当前输出功率之差小于前一时刻风速所在的风速段内的允许功率差为止,即转速增量为零。In step S112, the real-time rotational speed of the wind power generating set may be adjusted according to the rotational speed increment determined in step S111, and then step S103 is executed in a loop until the difference between the theoretical maximum output power and the current output power in the wind speed segment where the wind speed is located at the previous moment is less than the previous The allowable power difference within the wind speed segment where the wind speed is located at all times, that is, the speed increment is zero.
根据本发明的控制方法还可以更新每个风速段内的对应关系,如图5所示。The control method according to the present invention can also update the corresponding relationship in each wind speed segment, as shown in FIG. 5 .
步骤S201,可以获取风力发电机组的当前风速、当前输出功率和当前转速。In step S201, the current wind speed, current output power and current rotational speed of the wind power generating set can be acquired.
步骤S202,可以确定当前输出功率是否大于当前风速所在的风速段内的实际最大输出功率。如果当前输出功率大于该风速段内的实际最大输出功率,则执行步骤S203,否则再次执行步骤S201。In step S202, it may be determined whether the current output power is greater than the actual maximum output power in the wind speed range where the current wind speed is located. If the current output power is greater than the actual maximum output power in the wind speed range, then execute step S203, otherwise execute step S201 again.
步骤S203,可以将该风速段内的实际最大输出功率与相应实际转速的对应关系更新为当前输出功率与当前转速的对应关系。In step S203, the corresponding relationship between the actual maximum output power and the corresponding actual rotational speed in the wind speed segment may be updated to the corresponding relationship between the current output power and the current rotational speed.
根据本发明的示例性实施例还提供一种计算装置,计算装置包括计算机可读存储介质和处理器,该计算机可读存储介质存储有当被处理器执行时使得处理器执行上述控制方法的计算机程序或指令。该计算机可读记录介质是可存储由计算机系统读出的数据的任意数据存储装置。计算机可读记录介质的示例包括:只读存储器、随机存取存储器、只读光盘、磁带、软盘、光数据存储装置和载波(诸如经有线或无线传输路径通过互联网的数据传输)。According to an exemplary embodiment of the present invention, there is also provided a computing device, the computing device includes a computer-readable storage medium and a processor, and the computer-readable storage medium stores a computer that causes the processor to execute the above-mentioned control method when executed by the processor program or instruction. The computer-readable recording medium is any data storage device that can store data read by a computer system. Examples of computer-readable recording media include: read-only memory, random-access memory, optical disc, magnetic tape, floppy disk, optical data storage devices, and carrier waves (such as data transmission over the Internet via wired or wireless transmission paths).
根据本发明的示例性实施例还提供一种风力发电机组的控制器,该控制器可以被配置为执行如上所述的控制方法。An exemplary embodiment according to the present invention also provides a controller of a wind power generating set, which can be configured to execute the control method as described above.
采用根据本发明示例性实施例的风力发电机组的控制方法、装置和风力发电机组,通过对风速范围分段并实时地反馈输出功率,基于反馈的输出功率和对应的风速段确定转速增量,能够有效规避爬山算法中的转速增量难以确定的问题,并且能够规避风速小幅波动引起风力发电机组控制性能降低的问题。By adopting the control method, device and wind power generating set according to the exemplary embodiments of the present invention, by segmenting the wind speed range and feeding back the output power in real time, the rotational speed increment is determined based on the fed back output power and the corresponding wind speed segment, It can effectively avoid the problem that the speed increment in the hill-climbing algorithm is difficult to determine, and can avoid the problem that the small fluctuation of wind speed causes the control performance of the wind turbine to decrease.
采用根据本发明示例性实施例的风力发电机组的控制方法、装置和风力发电机组,能够根据理论最大输出功率与实际最大输出功率计算允许功率差,从而可以有效避免风力发电机组实时运行过程中的参数变化对于最大输出功率追踪的准确性影响,同时还可以避免由于理论最大输出功率难以达到而引起的机组最大输出功率追踪时间过长。By adopting the control method and device of the wind power generator set and the wind power generator set according to the exemplary embodiments of the present invention, the allowable power difference can be calculated according to the theoretical maximum output power and the actual maximum output power, thereby effectively avoiding the real-time operation of the wind power generator set. The parameter change has an impact on the accuracy of the maximum output power tracking, and at the same time, it can also avoid the excessively long tracking time of the maximum output power of the unit caused by the difficulty in reaching the theoretical maximum output power.
因此,根据本发明示例性实施例的风力发电机组的控制方法、装置和风力发电机组可以通过使用基于功率信号反馈算法和爬山算法的混合控制策略来根据风速变化迅速而准确地追踪最大输出功率,从而最大限度地获得风能。Therefore, the control method and device for a wind power generating set according to an exemplary embodiment of the present invention, and the wind power generating set can quickly and accurately track the maximum output power according to changes in wind speed by using a hybrid control strategy based on a power signal feedback algorithm and a hill-climbing algorithm, Thereby gaining maximum wind energy.
尽管已参照优选实施例表示和描述了本发明,但本领域技术人员应该理解,在不脱离由权利要求限定的本发明的精神和范围的情况下,可以对这些实施例进行各种修改和变换。Although the present invention has been shown and described with reference to preferred embodiments, it will be understood by those skilled in the art that various modifications and changes may be made to these embodiments without departing from the spirit and scope of the invention as defined in the claims .
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