CN113541547B - Method for extracting current harmonic characteristic quantity of built-in permanent magnet synchronous motor - Google Patents
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Abstract
本发明公开了一种内置式永磁同步电机电流谐波特征量提取方法。采样获取内置式永磁同步电机的实时的三相电流;实时采样内置式永磁同步电机的转子位置而获取实时的转子位置角,重构三相电流的基波分量;将实时的三相电流和三相电流的基波分量相减得到总谐波分量,再将总谐波分量分别经过5次同步坐标变换和7次同步坐标变换,再经过一阶低通滤波器获得三相电流中的5、7阶次电流谐波特征量;再处理得到d、q电流中的6阶次电流谐波幅值和6阶次电流谐波特征量。本发明不需要复杂的滤波器结构,实施简单,能够准确地提取出内置式永磁同步电机相电流中的电流谐波特征量和幅值。
The invention discloses a method for extracting current harmonic characteristic quantities of a built-in permanent magnet synchronous motor. Sampling to obtain the real-time three-phase current of the built-in permanent magnet synchronous motor; real-time sampling of the rotor position of the built-in permanent magnet synchronous motor to obtain the real-time rotor position angle, and reconstruct the fundamental wave component of the three-phase current; the real-time three-phase current The total harmonic component is obtained by subtracting the fundamental component of the three-phase current, and then the total harmonic component is subjected to 5 synchronous coordinate transformations and 7 synchronous coordinate transformations, and then the first-order low-pass filter is used to obtain the total harmonic component of the three-phase current 5. The characteristic quantity of the 7th-order current harmonic; reprocessing to obtain the 6th-order current harmonic amplitude and the 6th-order current harmonic characteristic quantity in the d and q currents. The invention does not need a complex filter structure, is simple to implement, and can accurately extract the current harmonic characteristic quantity and amplitude in the phase current of the built-in permanent magnet synchronous motor.
Description
技术领域technical field
本发明涉及电机控制领域的一种永磁同步电机数据处理方法,更具体的说,是涉及一种内置式永磁同步电机电流谐波特征量提取方法。The invention relates to a method for processing data of a permanent magnet synchronous motor in the field of motor control, and more specifically relates to a method for extracting current harmonic characteristic quantities of a built-in permanent magnet synchronous motor.
背景技术Background technique
内置式永磁同步电机(IPMSM)具有结构紧凑、功率密度高等优点,被广泛应用于电动汽车驱动系统当中。理想情况下,电机的相电流应为标准的正弦波形。然而实际运行过程中,非理想因素会使电机的相电流中包含一定量的谐波,从而会引起额外的电机损耗。因此有效的抑制电流谐波,对保证IPMSM的稳态运行品质十分重要。The built-in permanent magnet synchronous motor (IPMSM) has the advantages of compact structure and high power density, and is widely used in the drive system of electric vehicles. Ideally, the motor's phase currents should have a standard sinusoidal waveform. However, in the actual operation process, non-ideal factors will cause a certain amount of harmonics in the phase current of the motor, which will cause additional motor loss. Therefore, effective suppression of current harmonics is very important to ensure the steady-state operation quality of IPMSM.
近年来有学者提出了基于多倍频同步旋转坐标变换(MSRFT)的电流谐波抑制策略,该策略以提取相电流中某一频次的电流谐波特征量为目标。该策略由电流谐波特征量的提取和谐波电压注入两个部分组成。In recent years, some scholars have proposed a current harmonic suppression strategy based on the multi-frequency synchronous rotating coordinate transform (MSRFT), which aims to extract the current harmonic characteristic quantity of a certain frequency in the phase current. The strategy consists of two parts: the extraction of current harmonic features and the injection of harmonic voltage.
而电流谐波特征量提取是电流谐波抑制方法的基础。目前的方法一般有先将三相电流通过一个MSRFT将三相电流变换为一个直流量(对应相电流中的某一频次的电流谐波)和若干交流分量组合的形式,然后结合一阶低通滤波器来实现相电流中谐波特征量(直流量)的开环提取。然而由于相电流中基波分量远大于谐波分量,因此一阶低通滤波器难以将对应于相电流中基波电流的交流量完全消除,因而难以保证电流谐波特征量的提取精度。为了提高精度,可采用一阶低通滤波器加闭环反馈的方法或者更高性能的滤波器,如二阶巴特沃斯滤波器和II型切比雪夫滤波器。然而实施方法略显复杂。其次,目前方法只针对提取相电流中的5、7阶次电流谐波特征量。The extraction of current harmonic feature is the basis of the current harmonic suppression method. The current method generally has the form of first converting the three-phase current into a DC quantity (corresponding to a current harmonic of a certain frequency in the phase current) and a combination of several AC components through an MSRFT, and then combining the first-order low-pass The filter is used to realize the open-loop extraction of the harmonic characteristic quantity (DC quantity) in the phase current. However, since the fundamental component in the phase current is much larger than the harmonic component, it is difficult for the first-order low-pass filter to completely eliminate the AC value corresponding to the fundamental current in the phase current, so it is difficult to ensure the extraction accuracy of the current harmonic feature. In order to improve the accuracy, a first-order low-pass filter plus a closed-loop feedback method or a higher-performance filter, such as a second-order Butterworth filter and a Type II Chebyshev filter, can be used. However, the implementation method is slightly complicated. Secondly, the current method is only aimed at extracting the characteristic quantities of the 5th and 7th order current harmonics in the phase current.
发明内容Contents of the invention
本发明的目的是克服现有技术中的不足,提供一种能够简单并准确提取内置式永磁同步电机相电流中5、7阶次电流谐波特征量以及d、q轴电流中6阶次电流谐波幅值及特征量的方法。The purpose of the present invention is to overcome the deficiencies in the prior art, to provide a method that can simply and accurately extract the 5th and 7th order current harmonic characteristic quantities in the phase current of the built-in permanent magnet synchronous motor and the 6th order in the d and q axis currents The method of current harmonic amplitude and characteristic quantity.
本发明在简单精确的提取相电流中的5、7阶次电流谐波特征量的基础上,还更进一步地,准确地实现了d、q轴中6阶次电流谐波特征量和6次电流幅值的提取。On the basis of simple and accurate extraction of the 5th and 7th order current harmonic characteristic quantities in the phase current, the present invention further accurately realizes the 6th order current harmonic characteristic quantity and the 6th order current harmonic characteristic quantity in the d and q axes Extraction of current amplitude.
如图2所示,本发明的目的是通过以下技术方案实现的:As shown in Figure 2, the purpose of the present invention is achieved through the following technical solutions:
本发明通过对采样获取得到的三相电流进行处理,以获得准确的三相电流中的5、7阶次电流谐波特征量以及d、q电流中的6阶次电流谐波幅值和6阶次电流谐波特征量。The present invention processes the three-phase current obtained by sampling to obtain accurate characteristic quantities of the 5th and 7th order current harmonics in the three-phase current and the amplitude and 6th order current harmonics in the d and q currents. Order current harmonic characteristic quantity.
方法包括以下步骤:The method includes the following steps:
1)采样获取内置式永磁同步电机的实时的三相电流;1) Sampling and obtaining the real-time three-phase current of the built-in permanent magnet synchronous motor;
2)通过实时采样内置式永磁同步电机的转子位置,进而获取实时的转子位置角,利用内置式永磁同步电机的d、q轴电流的参考值和转子位置角重构三相电流的基波分量;2) By sampling the rotor position of the built-in permanent magnet synchronous motor in real time, the real-time rotor position angle is obtained, and the basic value of the three-phase current is reconstructed using the reference values of the d and q-axis currents and the rotor position angle of the built-in permanent magnet synchronous motor. wave component;
3)将实时的三相电流和三相电流的基波分量相减以得到总谐波分量,再将总谐波分量分别经过5次同步坐标变换和7次同步坐标变换获得变换后的量,将变换后的量经过一阶低通滤波器获得三相电流中的5、7阶次电流谐波特征量;3) The real-time three-phase current and the fundamental component of the three-phase current are subtracted to obtain the total harmonic component, and then the total harmonic component is subjected to 5 synchronous coordinate transformations and 7 synchronous coordinate transformations respectively to obtain the transformed quantity, Pass the converted quantity through a first-order low-pass filter to obtain the 5th and 7th-order current harmonic characteristic quantities in the three-phase current;
4)通过获取得到的三相电流中5、7阶次电流谐波特征量处理得到d、q电流中的6阶次电流谐波幅值和6阶次电流谐波特征量。4) Obtain the 6th order current harmonic amplitude and 6th order current harmonic characteristic quantity in the d and q currents by obtaining the 5th and 7th order current harmonic characteristic quantities in the obtained three-phase current.
本发明方法提取获得的电流谐波特征能够更有助于电流谐波的抑制。The current harmonic feature extracted by the method of the present invention can be more helpful to the suppression of the current harmonic.
具体实施中,可通过获得的5、7阶次电流谐波特征量和6阶次电流谐波幅值和6阶次电流谐波特征量进一步生成谐波电压,来抑制电流谐波。In a specific implementation, the obtained 5th and 7th order current harmonic characteristic quantities, the 6th order current harmonic amplitude and the 6th order current harmonic characteristic quantity can further generate harmonic voltages to suppress current harmonics.
所述步骤1)中,内置式永磁同步电机的三相处均布置电流传感器,各个电流传感器均连接到DSP,通过电流传感器采样内置式永磁同步电机的三相处进行AD采样电流作为内置式永磁同步电机的实时的三相电流并发送到DSP进行控制处理。In the step 1), the three phases of the built-in permanent magnet synchronous motor are all arranged with current sensors, and each current sensor is connected to the DSP, and the three phases of the built-in permanent magnet synchronous motor are sampled by the current sensors to carry out AD sampling current as the built-in permanent magnet synchronous motor. The real-time three-phase current of the magnetic synchronous motor is sent to DSP for control processing.
所述的步骤2)中,按照以下公式进行三相电流的重构获得三相电流的基波分量:In the described step 2), carry out the reconstruction of the three-phase current according to the following formula to obtain the fundamental wave component of the three-phase current:
式中,ia_ref、ib_ref和ic_ref为重构得到的三相电流的基波分量;Is_ref为三相电流的基波分量的幅值;θe表示转子位置角;α为d轴电流的参考值和q轴电流的参考值之间的夹角;In the formula, i a_ref , i b_ref and i c_ref are the fundamental wave components of the reconstructed three-phase current; I s_ref is the amplitude of the fundamental wave component of the three-phase current; θ e is the rotor position angle; α is the d-axis current The angle between the reference value of and the reference value of the q-axis current;
夹角α和幅值Is_ref计算为:The included angle α and magnitude I s_ref are calculated as:
式中,id_ref和iq_ref分别为d、q轴电流的参考值。In the formula, i d_ref and i q_ref are the reference values of d and q axis currents respectively.
所述的步骤3)具体为:Described step 3) specifically is:
3.1)三相电流的总谐波分量的获取,如下式所示:3.1) The acquisition of the total harmonic component of the three-phase current is shown in the following formula:
式中,ia、ib和ic为步骤1)实时采样得到的三相电流;ia_h、ib_h和ic_h为三相电流的总谐波分量;In the formula, ia , ib and ic are the three-phase current obtained by real-time sampling in step 1); ia_h , ib_h and ic_h are the total harmonic components of the three-phase current;
3.2)将步骤3.1)中获取得到的三相电流总谐波分量别经过5次同步坐标变换和7次同步坐标变换,具体公式如下:3.2) The total harmonic component of the three-phase current obtained in step 3.1) is subjected to 5 synchronous coordinate transformations and 7 synchronous coordinate transformations respectively, and the specific formula is as follows:
式中,Isn、ηn分别为三相电流中第n阶次谐波的幅值和初始相位角;n=5、7、11、13…∞;和表示三相电流中的总谐波分量经过5次同步坐标变换后在5次dq坐标系下的d轴分量和q轴分量;和表示三相电流中的总谐波分量经过7次同步坐标变换后在7次dq坐标系下的d轴分量和q轴分量;ωe表示内置式永磁同步电机中转子的电角速度,t表示时间;In the formula, I sn and η n are the amplitude and initial phase angle of the nth order harmonic in the three-phase current respectively; n=5, 7, 11, 13...∞; and Indicates the d-axis component and q-axis component in the 5th dq coordinate system of the total harmonic component in the three-phase current after 5 synchronous coordinate transformations; and Indicates the d-axis component and q-axis component in the seven-order dq coordinate system of the total harmonic component in the three-phase current after seven times of synchronous coordinate transformation; time;
3.3)将步骤3.2)中得到d、q轴分量和分别通过一阶低通滤波器后得到5、7阶次电流谐波特征量:Is5cosη5、Is5sinη5、Is7cosη7、Is7sinη7,其中Is5cosη5、Is5sinη5分别表示三相电流中的5阶次电流谐波特征量的余弦分量和正弦分量,Is7cosη7、Is7sinη7分别表示三相电流中的7阶次电流谐波特征量的余弦分量和正弦分量。3.3) Get d, q axis components in step 3.2) and After passing through the first-order low-pass filter respectively, the 5th and 7th order current harmonic characteristic quantities are obtained: I s5 cosη 5 , I s5 sinη 5 , I s7 cosη 7 , I s7 sinη 7 , where I s5 cosη 5 , I s5 sinη 5 respectively represent the cosine component and sine component of the 5th order current harmonic characteristic quantity in the three-phase current, I s7 cosη 7 , I s7 sinη 7 respectively represent the cosine component of the 7th order current harmonic characteristic quantity in the three-phase current and sine components.
所述步骤4)中,根据三相电流中的5、7阶次电流谐波特征量Is5cosη5、Is5sinη5、Is7cosη7以及Is7sinη7通过如下所示公式,得到d、q轴电流中的6阶次电流谐波幅值和6阶次电流谐波特征量:In the described step 4), according to the 5th and 7th order current harmonic characteristic quantities I s5 cosη 5 , I s5 sinη 5 , I s7 cosη 7 and I s7 sinη 7 in the three-phase current by the following formula, obtain d , 6th-order current harmonic amplitude and 6th-order current harmonic characteristic quantity in the q-axis current:
式中,Id6、Iq6分别为d轴和q轴的6阶次电流谐波幅值;μd6和μq6分别表示d轴和q轴的6阶次电流谐波的初始相位角;Id6cosμd6和Id6sinμd6分别为d轴和q轴中的6阶次电流谐波特征量的余弦分量和正弦分量,Iq6cosμq6和Iq6sinμq6分别为d轴和q轴中的6阶次电流谐波特征量的余弦分量和正弦分量。In the formula, I d6 and I q6 are the amplitudes of the 6th-order current harmonics of the d-axis and q-axis respectively; μ d6 and μ q6 represent the initial phase angles of the 6th-order current harmonics of the d-axis and q-axis respectively; I d6 cosμ d6 and I d6 sinμ d6 are the cosine component and sine component of the 6th-order current harmonic characteristic quantity in the d-axis and q-axis respectively, and I q6 cosμ q6 and I q6 sinμ q6 are the cosine components in the d-axis and q-axis respectively The cosine component and sine component of the 6th order current harmonic characteristic quantity.
本发明的有益效果是:The beneficial effects of the present invention are:
(1)本发明不需要复杂的滤波器结构,实施简单;(1) the present invention does not need complex filter structure, simple to implement;
(2)本发明可以准确地提取出内置式永磁同步电机相电流中的5、7阶次电流谐波特征量;(2) The present invention can accurately extract the 5th and 7th order current harmonic characteristic quantities in the phase current of the built-in permanent magnet synchronous motor;
(3)本发明进一步地,准确提取出d、q电流中的6阶次电流谐波幅值及6阶次电流谐波特征量。(3) The present invention further accurately extracts the 6th-order current harmonic amplitude and 6th-order current harmonic characteristic value in the d and q currents.
(4)本发明可以简化内置式永磁同步电机电流谐波抑制过程中,电流谐波特征量提取的步骤,准确的提取为后续有效的抑制谐波提供很好的基础。(4) The present invention can simplify the step of extracting the current harmonic feature quantity in the process of suppressing the current harmonic of the built-in permanent magnet synchronous motor, and the accurate extraction provides a good basis for subsequent effective harmonic suppression.
本发明可应用于内置式永磁同步电机驱动控制等领域。The invention can be applied to the fields of drive control of built-in permanent magnet synchronous motors and the like.
附图说明Description of drawings
图1为内置式永磁同步电机矢量控制电流谐波提取系统框图。Figure 1 is a block diagram of a built-in permanent magnet synchronous motor vector control current harmonic extraction system.
图2为本发明提出的电流谐波提取框图。Fig. 2 is a block diagram of current harmonic extraction proposed by the present invention.
图3为重构的三相电流基波分量和采样得到的内置式永磁同步电机的实时三相电流图。Fig. 3 is the real-time three-phase current diagram of the reconstructed three-phase current fundamental component and the sampled internal permanent magnet synchronous motor.
图4为提取得到相电流中的5、7阶次电流谐波特征量图。Figure 4 is a graph of the extracted 5th and 7th order current harmonic characteristic quantities in the phase current.
图5为提取得到d、q轴电流中的6阶次电流谐波特征量图。Fig. 5 is a diagram of the extracted 6th-order current harmonic characteristic quantity in the d and q-axis currents.
具体实施方式Detailed ways
以下结合附图和具体实施方案对本发明进一步详细说明。The present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments.
如图1所示,本发明包括以下步骤:As shown in Figure 1, the present invention comprises the following steps:
如图1所示,具体实施设备包括内置式永磁同步电机、两电平逆变器和控制器,内置式永磁同步电机和两电平逆变器连接,控制器连接到内置式永磁同步电机。As shown in Figure 1, the specific implementation equipment includes a built-in permanent magnet synchronous motor, a two-level inverter and a controller, the built-in permanent magnet synchronous motor is connected to the two-level inverter, and the controller is connected to the built-in permanent magnet synchronous motor.
1)采样获取内置式永磁同步电机的实时的三相电流;1) Sampling and obtaining the real-time three-phase current of the built-in permanent magnet synchronous motor;
内置式永磁同步电机的三相处均布置电流传感器,各个电流传感器均连接到DSP,通过电流传感器采样内置式永磁同步电机的三相处进行AD采样电流作为内置式永磁同步电机的实时的三相电流并发送到DSP进行控制处理。The three phases of the built-in permanent magnet synchronous motor are equipped with current sensors, each current sensor is connected to the DSP, and the current sensor is used to sample the three phases of the built-in permanent magnet synchronous motor for AD sampling. The phase current is sent to DSP for control processing.
2)通过实时采样内置式永磁同步电机的转子位置,进而获取实时的转子位置角,利用内置式永磁同步电机的d、q轴电流的参考值和转子位置角重构三相电流的基波分量。2) By sampling the rotor position of the built-in permanent magnet synchronous motor in real time, the real-time rotor position angle is obtained, and the basic value of the three-phase current is reconstructed using the reference values of the d and q-axis currents and the rotor position angle of the built-in permanent magnet synchronous motor. wave component.
按照以下公式进行三相电流的重构获得三相电流的基波分量:Reconstruct the three-phase current according to the following formula to obtain the fundamental component of the three-phase current:
式中,ia_ref、ib_ref和ic_ref为重构得到的三相电流的基波分量,a、b、c分别表示三相;Is_ref为三相电流的基波分量的幅值;θe表示转子位置角;α为d轴电流的参考值和q轴电流的参考值之间的夹角;In the formula, i a_ref , i b_ref and i c_ref are the fundamental wave components of the reconstructed three-phase current, a, b, and c represent the three phases respectively; I s_ref is the amplitude of the fundamental wave component of the three-phase current; θ e Indicates the rotor position angle; α is the angle between the reference value of the d-axis current and the reference value of the q-axis current;
夹角α和幅值Is_ref计算为:The included angle α and magnitude I s_ref are calculated as:
式中,id_ref和iq_ref分别为d、q轴电流的参考值。In the formula, i d_ref and i q_ref are the reference values of d and q axis currents respectively.
3)将实时的三相电流和三相电流的基波分量相减以得到总谐波分量,再将总谐波分量分别经过5次同步坐标变换和7次同步坐标变换获得变换后的量,将变换后的量经过一阶低通滤波器获得三相电流中的5、7阶次电流谐波特征量;3) The real-time three-phase current and the fundamental component of the three-phase current are subtracted to obtain the total harmonic component, and then the total harmonic component is subjected to 5 synchronous coordinate transformations and 7 synchronous coordinate transformations respectively to obtain the transformed quantity, Pass the converted quantity through a first-order low-pass filter to obtain the 5th and 7th-order current harmonic characteristic quantities in the three-phase current;
3.1)三相电流的总谐波分量的获取,如下式所示:3.1) The acquisition of the total harmonic component of the three-phase current is shown in the following formula:
式中,ia、ib和ic为步骤1)实时采样得到的三相电流;ia_h、ib_h和ic_h为三相电流的总谐波分量;In the formula, ia , ib and ic are the three-phase current obtained by real-time sampling in step 1); ia_h , ib_h and ic_h are the total harmonic components of the three-phase current;
3.2)将步骤3.1)中获取得到的三相电流总谐波分量别经过5次同步坐标变换和7次同步坐标变换,具体公式如下:3.2) The total harmonic component of the three-phase current obtained in step 3.1) is subjected to 5 synchronous coordinate transformations and 7 synchronous coordinate transformations respectively, and the specific formula is as follows:
式中,Isn、ηn分别为三相电流中第n阶次谐波的幅值和初始相位角;n=5、7、11、13…∞;和表示三相电流中的总谐波分量经过5次同步坐标变换后在dq坐标系下的d轴分量和q轴分量;和表示三相电流中的总谐波分量经过7次同步坐标变换后在dq坐标系下的d轴分量和q轴分量;ωe表示内置式永磁同步电机中转子的电角速度,t表示时间;In the formula, I sn and η n are the amplitude and initial phase angle of the nth order harmonic in the three-phase current respectively; n=5, 7, 11, 13...∞; and Indicates the d-axis component and q-axis component in the dq coordinate system of the total harmonic component in the three-phase current after 5 synchronous coordinate transformations; and Indicates the d-axis component and q-axis component in the dq coordinate system of the total harmonic component in the three-phase current after seven times of synchronous coordinate transformation; ωe indicates the electrical angular velocity of the rotor in the built-in permanent magnet synchronous motor, and t indicates the time;
3.3)将步骤3.2)中得到d、q轴分量和分别通过一阶低通滤波器后得到5、7阶次电流谐波特征量:Is5cosη5、Is5sinη5、Is7cosη7、Is7sinη7,其中Is5cosη5、Is5sinη5分别表示三相电流中的5阶次电流谐波特征量的余弦分量和正弦分量,Is7cosη7、Is7sinη7分别表示三相电流中的7阶次电流谐波特征量的余弦分量和正弦分量。3.3) Get d, q axis components in step 3.2) and After passing through the first-order low-pass filter respectively, the 5th and 7th order current harmonic characteristic quantities are obtained: I s5 cosη 5 , I s5 sinη 5 , I s7 cosη 7 , I s7 sinη 7 , where I s5 cosη 5 , I s5 sinη 5 respectively represent the cosine component and sine component of the 5th order current harmonic characteristic quantity in the three-phase current, I s7 cosη 7 , I s7 sinη 7 respectively represent the cosine component of the 7th order current harmonic characteristic quantity in the three-phase current and sine components.
4)通过获取得到的三相电流中5、7阶次电流谐波特征量处理得到d、q电流中的6阶次电流谐波幅值和6阶次电流谐波特征量。4) Obtain the 6th order current harmonic amplitude and 6th order current harmonic characteristic quantity in the d and q currents by obtaining the 5th and 7th order current harmonic characteristic quantities in the obtained three-phase current.
步骤4)中,根据三相电流中的5、7阶次电流谐波特征量Is5cosη5、Is5sinη5、Is7cosη7以及Is7sinη7通过如下所示公式,得到d、q轴电流中的6阶次电流谐波幅值和6阶次电流谐波特征量:In step 4), according to the 5th and 7th order current harmonic characteristic quantities I s5 cosη 5 , I s5 sinη 5 , I s7 cosη 7 and I s7 sinη 7 in the three-phase current, the following formulas are used to obtain d, q 6th-order current harmonic amplitude and 6th-order current harmonic characteristic quantity in shaft current:
式中,Id6、Iq6分别为d轴和q轴的6阶次电流谐波幅值;μd6和μq6分别表示d轴和q轴的6阶次电流谐波的初始相位角;Id6cosμd6和Id6sinμd6分别为d轴和q轴的6阶次电流谐波特征量的余弦分量和正弦分量,Iq6cosμq6和Iq6sinμq6分别为d轴和q轴的6阶次电流谐波特征量的余弦分量和正弦分量。In the formula, I d6 and I q6 are the amplitudes of the 6th-order current harmonics of the d-axis and q-axis respectively; μ d6 and μ q6 represent the initial phase angles of the 6th-order current harmonics of the d-axis and q-axis respectively; I d6 cosμ d6 and I d6 sinμ d6 are the cosine component and sine component of the 6th-order current harmonic characteristic quantity of the d-axis and q-axis respectively, and I q6 cosμ q6 and I q6 sinμ q6 are the 6th-order of the d-axis and q-axis respectively The cosine component and sine component of the sub-current harmonic characteristic quantity.
为了验证所提出电流谐波特征量提取方法的可行性,在Matlab/Simulik平台上进行仿真验证,并在内置式永磁同步电机的实验平台上进行了实验验证。重构的三相电流基波分量和采样得到的内置式永磁同步电机的实时三相电流如图3所示。从中可看出,重构的三相电流基波分量可以准确的反映出实时三相电流中的基波分量。图4为提取得到相电流中的5、7阶次电流谐波特征量图。图5为提取得到d、q轴电流中的6阶次电流谐波特征量图。从图中可以看出,提取得到5、7阶次电流谐波特征量和d、q轴电流中的6阶次电流谐波特征量不包含交流分量。In order to verify the feasibility of the proposed current harmonic feature extraction method, the simulation verification is carried out on the Matlab/Simulik platform, and the experimental verification is carried out on the experimental platform of the built-in permanent magnet synchronous motor. The reconstructed fundamental component of the three-phase current and the real-time three-phase current of the built-in permanent magnet synchronous motor obtained by sampling are shown in Fig. 3 . It can be seen that the reconstructed fundamental component of the three-phase current can accurately reflect the fundamental component in the real-time three-phase current. Figure 4 is a graph of the extracted 5th and 7th order current harmonic characteristic quantities in the phase current. Fig. 5 is a diagram of the extracted 6th-order current harmonic characteristic quantity in the d and q-axis currents. It can be seen from the figure that the extracted 5th and 7th order current harmonic feature quantities and the 6th order current harmonic feature quantities in the d and q axis currents do not contain AC components.
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