WO2022000600A1 - Motor parameter test method - Google Patents

Motor parameter test method Download PDF

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WO2022000600A1
WO2022000600A1 PCT/CN2020/103093 CN2020103093W WO2022000600A1 WO 2022000600 A1 WO2022000600 A1 WO 2022000600A1 CN 2020103093 W CN2020103093 W CN 2020103093W WO 2022000600 A1 WO2022000600 A1 WO 2022000600A1
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motor
parameter
motor unit
displacement
sample
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PCT/CN2020/103093
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Chinese (zh)
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郭璇
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瑞声声学科技(深圳)有限公司
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/34Testing dynamo-electric machines
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/15Correlation function computation including computation of convolution operations

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  • the invention relates to the technical field of automatic control, in particular to a method for finding optimal parameters of a motor.
  • the main haptic feedback technology is realized by the linear motor (LRA) providing rich vibration, so the vibration performance of the motor has a direct and great impact on the haptic experience.
  • LRA linear motor
  • Linear motors are the core devices for haptic feedback.
  • classical second-order models can be used for accurate modeling and analysis, so as to achieve rich haptic effect designs.
  • the actual motor unit has more or less nonlinearity, which shows that the parameters in the classical model are not constant constants, but curves that may change with the displacement of the oscillator. Therefore, how to find a set of optimal classical model modeling parameters under the objective fact of nonlinear parameters, so as to achieve accurate motor modeling effect, is an important content, which also affects the design of the actual motor effect. a crucial impact.
  • the purpose of the present invention is to provide a method for finding optimal parameters of a motor, and to solve how to provide an accurate method for finding optimal parameters of a motor.
  • a motor parameter testing method the method comprises the steps:
  • a motor unit that is an optimal motor and at least includes a vibrator, the motor unit is arranged on a tool, and an excitation signal is applied to the motor unit to generate a vibrator displacement;
  • N is a positive integer and N>1;
  • a third excitation signal with a preset voltage value is applied to the motor unit, and the measured tooling acceleration of the motor unit is collected;
  • the simulated tooling acceleration of the motor unit is simulated respectively, and the error between the simulated tooling acceleration and the measured tooling acceleration is calculated;
  • the first parameter sample with the smallest error is selected as the optimal parameter of the single motor.
  • the method for presetting the voltage value of the third excitation signal includes the steps of:
  • a single-frequency displacement waveform is constructed according to several second parameter samples in the second sample library, and displacement equalization is performed according to the sampling parameters to obtain voltage values corresponding to the frequency values of several second parameter samples as third parameter samples , and form the third sample library.
  • a third excitation signal with different voltage values is respectively applied to the motor unit, and some measured voltages and some measured voltages at both ends of the motor unit are retrieved.
  • Tooling acceleration constitutes the fourth sample library
  • each first parameter sample in the first sample library several simulated tooling accelerations of the motor unit are obtained by simulation respectively, and the simulated tooling acceleration and the measured tooling in the fourth sample library are obtained by calculation. Acceleration error.
  • EVM represents the error between the simulated tool acceleration and the measured tool acceleration
  • accf represents the simulated tool acceleration
  • acm represents the measured tool acceleration
  • an error curve about different frequency values is formed according to the errors corresponding to several first parameter samples, and the first parameter sample corresponding to the error curve with the smallest error is selected as the optimal parameter of the motor unit.
  • the parameters of the first parameter sample at least include motor resistance, motor inductance, vibrator mass, electromagnetic force coefficient, spring stiffness coefficient and motor damping.
  • the motor unit generates a first vibrator displacement under the action of the first excitation signal
  • the first sample parameter of the motor unit is calculated by the first vibrator displacement
  • the first parameter sample is calculated.
  • a first excitation signal u represents the value of the voltage applied across the motor monomers, i denotes a first excitation signal value of the current through the motor monomers, x represents the displacement of the vibrator, R e represents a Motor resistance, L e represents the motor inductance, B1 represents the electromagnetic force coefficient, m represents the vibrator mass, K ms represents the spring stiffness coefficient, and R ms represents the motor damping.
  • a fourth excitation signal with a rated voltage value is applied to the motor unit once to obtain the measured vibration amount of the motor unit, and several groups of first parameter samples in the first sample library are extracted to simulate respectively.
  • the simulated vibration amount corresponding to the rated voltage value of the single motor is obtained, and a set of first parameter samples whose simulated vibration amount is closest to the measured vibration amount are selected as sampling parameters.
  • the motor unit has a physical limit displacement, and the displacement of the second vibrator is less than or equal to the physical limit displacement.
  • a single-frequency displacement waveform with the second oscillator displacement as the amplitude is constructed according to the frequency values of several second parameter samples in the second sample library.
  • the beneficial effect of the present invention is that: by applying first excitation signals of different voltage values to the selected motor monomers to obtain first parameter samples as a plurality of parameters to be screened, and simulating the simulation of the motor monomers according to the plurality of first parameter samples The tooling acceleration is compared with the measured tooling acceleration to find the error, and the first sample parameter with the smallest error is selected as the optimal parameter of the motor.
  • Fig. 1 is the method flow schematic diagram of the present invention
  • Fig. 2 is the displacement capability curve schematic diagram of the present invention
  • FIG. 3 is a schematic diagram of the second parameter sample selected in FIG. 2 by the present invention.
  • FIG. 4 is a schematic diagram of a single-frequency displacement waveform of the present invention.
  • FIG. 5 is a schematic diagram of a voltage waveform of a third parameter sample corresponding to FIG. 4;
  • FIG. 6 is a schematic diagram of the voltage waveform of the steady state segment corresponding to FIG. 5;
  • FIG. 8 is a schematic diagram of the testing principle of the motor unit of the present invention.
  • the present invention provides a motor parameter testing method, see FIG. 1 , the method includes:
  • Step S10 providing a motor unit 10 as an optimal motor
  • the motor unit 10 includes at least a vibrator, and the vibrator is used to generate vibration, and the vibration will generate displacement of the vibrator.
  • a motor unit 10 that is an optimal motor is screened out through strict procedures.
  • the motor unit 10 is arranged on a tool, and an excitation signal is applied to the motor unit 10 to generate a vibrator displacement, and various parameters are calculated by collecting the data of the motor unit 10 .
  • Step S20 respectively applying N groups of first excitation signals with different voltage values to the motor unit 10 to obtain N groups of first parameter samples, and forming a first sample library, where N is a positive integer and N>1;
  • N groups of first excitation signals are respectively applied to the motor unit 10, the voltage values of the N groups of first excitation signals are different, and the motor unit 10 generates a first oscillator displacement under the action of the first excitation signal, The displacement data of the first vibrator is collected, and N groups of first parameter samples corresponding to different voltage values are obtained, and the N groups of first parameter samples form a first sample library.
  • the parameters of the first parameter sample at least include motor resistance, motor inductance, vibrator mass, electromagnetic force coefficient, spring stiffness coefficient and motor damping.
  • the functional expression of the first parameter sample is:
  • u represents the voltage value of the first excitation signal applied to both ends of the motor unit 10
  • i represents the current value of the first excitation signal passing through the motor unit 10
  • x represents the displacement of the first vibrator
  • R e represents the motor resistance
  • L e represents the motor inductance
  • Bl represents a coefficient of said electromagnetic force
  • m represents the mass of the oscillator
  • K ms represents the spring rate
  • R ms represents the motor damping.
  • Step S30 selecting a group of first parameter samples in the first sample library as sampling parameters
  • a fourth excitation signal with a rated voltage value is applied to the motor unit 10 once to obtain the measured vibration amount of the motor unit 10, and a number of samples are extracted from the N groups of first parameter samples in the first sample library.
  • a set of first parameter samples is used, and the simulated vibration amount of the motor unit 10 corresponding to the rated voltage value is simulated respectively through several sets of the first parameter samples.
  • a set of first parameter samples whose simulated vibration amount is closest to the actual measured vibration amount are selected as sampling parameters.
  • Step S40 applying a plurality of second excitation signals with different frequency values to the motor unit 10 respectively to generate a plurality of second oscillator displacements corresponding to different frequency values, and forming a displacement capability curve of the second oscillator displacement with respect to different frequency values;
  • a plurality of second excitation signals are respectively applied to the motor unit 10, and the frequency values of the second excitation signals are different, thereby generating a plurality of second oscillator displacements, and the plurality of second oscillator displacements correspond to different frequency values, and , referring to FIG. 2 , a displacement capability curve of several second oscillator displacements with respect to different frequency values is formed. Since the motor unit 10 has a physical limit displacement, the displacement of the second vibrator in the displacement capability curve is less than or equal to the physical limit displacement.
  • the voltage value of the second excitation signal will limit the displacement of the second vibrator of the motor unit 10, for example, the voltage value is less than 9V, and at the same time, the motor unit 10 itself also has a physical limit displacement, thereby further limiting the displacement of the second vibrator that can be achieved by the motor unit 10 under the action of the second excitation signal.
  • the displacement capability curve is formed, the theoretical displacement of the second vibrator and the actual physical limit displacement pass through two The displacement of the second vibrator on the corresponding displacement capability curve is obtained by taking the minimum value.
  • Y1 is the second oscillator displacement that the motor unit 10 can theoretically achieve under the action of the second excitation signal of 9V single frequency
  • Y2 is the actual physical limit displacement of the motor. By traversing different frequencies, the corresponding motor unit 10 can be obtained. Displacement capability curves of the second excitation signal at different frequency values.
  • Step S50 extracting several groups of second parameter samples consisting of frequency values and displacements of the second oscillators corresponding to the frequency values according to the displacement capability curve, and forming a second sample library;
  • each group of frequency values and the displacement of the second oscillator corresponding to the frequency value are formed into second parameter samples according to the displacement capability curve, and several groups of second parameter samples are extracted to form a second sample library.
  • Step S60 Construct a single-frequency displacement waveform according to a plurality of second parameter samples in the second sample library, and perform displacement equalization according to the sampling parameters to obtain voltage values corresponding to the frequency values of a plurality of the second parameter samples as the first parameter. Three-parameter samples, and form a third sample library;
  • FIG. 4 the abscissa of the drawings represents "sampling point", which can be understood as the number of data in the signal sequence.
  • a single-frequency displacement waveform with the second oscillator displacement as the amplitude is constructed according to the frequency values of several second parameter samples in the second sample library.
  • the second excitation signal is simulated to act on the motor unit 10 to form a simulated oscillator displacement
  • the balanced oscillator displacement is obtained by performing equalization processing on the simulated oscillator displacement and the second oscillator displacement.
  • the voltage value of the signal is known in the art, and is not specifically developed in the present invention.
  • several second parameter samples correspond to several third parameter samples, and several third parameter samples form a third sample library.
  • Step S70 respectively applying third excitation signals with different voltage values to the motor unit 10 according to each third parameter sample in the third sample library, and recovering a number of measured voltages and a number of voltages across the motor unit 10
  • the measured acceleration of the tooling constitutes the fourth sample library
  • third excitation signals with different voltage values are respectively applied to the motor unit 10, and the different voltage values correspond to different third parameter samples in the third sample library.
  • the motor unit 10 generates vibration under the action of the third excitation signal, and the vibration is transmitted to the tooling.
  • the measured acceleration of the tooling can be collected by the accelerometer, and the measured voltage across the motor unit 10 can be collected by the voltmeter.
  • the motor unit 10 is arranged on the tooling 20 , the motor unit 10 is electrically connected to the computer terminal 40 , and the computer terminal 40 is integrated with a collection device for converting digital signals into analog signals.
  • a power amplifier is arranged between the capture card and the motor unit 10 , the power amplifier is electrically connected to both ends of the motor unit 10 , and a shockproof sponge 30 is provided at one end of the tooling 20 away from the motor unit 10 .
  • the excitation signal is output from the computer terminal 40 in the form of a digital signal, and the digital signal is converted into an analog signal through the acquisition card.
  • the analog signal is amplified by the power amplifier and loaded on both ends of the motor unit 10.
  • the motor unit 10 plays the role of the excitation signal. Vibration is generated down, the vibration is transmitted to the tooling 20, the corresponding tooling acceleration data can be measured using the accelerometer, and the accelerometer is connected with the power amplifier, so that the tooling acceleration data is input to the computer terminal 40 through the power amplifier and the acquisition card for observation. and processing, so as to obtain the measured acceleration of the tooling of the motor unit 10 .
  • Step S80 According to each first parameter sample in the first sample library, a number of simulated tool accelerations of the motor unit 10 are obtained by simulation respectively, and the simulated tool acceleration and the fourth sample library are obtained by calculation. The error of the measured tooling acceleration;
  • EVM represents the error between the simulated tool acceleration and the measured tool acceleration
  • accf represents the simulated tool acceleration
  • acm represents the measured tool acceleration
  • Step S90 Select the first parameter sample with the smallest error as the optimal parameter of the motor unit 10.
  • an error curve for different frequency values is formed.
  • the first parameter sample corresponding to the error curve with the smallest error is selected as the motor unit 10 . optimal parameters.

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Abstract

A motor parameter test method. The method comprises the steps: providing a motor unit which serves as an optimal motor and at least comprises a vibrator, the motor unit being provided on a tool, and applying an excitation signal to the motor unit to generate vibrator displacement; respectively applying N groups of first excitation signals having different voltage values to the motor unit to obtain N groups of first parameter samples, and forming a first sample library, N being a positive integer and greater than 1; applying a third excitation signal having a preset voltage value to the motor unit, and collecting an actually measured tool acceleration of the motor unit; and simulating a simulation tool acceleration of the motor unit according to the plurality of first parameter samples, comparing the simulation tool acceleration with the actually measured tool acceleration to obtain an error, and selecting the first sample parameter having the minimum error as the optimal parameter of the motor.

Description

马达参数测试方法Motor parameter test method 【技术领域】【Technical field】
本发明涉及自动化控制技术领域,尤其涉及一种马达最优参数寻找方法。The invention relates to the technical field of automatic control, in particular to a method for finding optimal parameters of a motor.
【背景技术】【Background technique】
随着智能手机、智能穿戴等各类消费电子设备的发展普及,人们对触觉体验的要求也与日俱增。目前,主要的触觉反馈技术是通过线性马达(LRA)提供丰富的振感实现,因此马达的振动性能对触觉体验有着直接且较大的影响。With the development and popularization of various consumer electronic devices such as smart phones and smart wearables, people's requirements for tactile experience are also increasing day by day. At present, the main haptic feedback technology is realized by the linear motor (LRA) providing rich vibration, so the vibration performance of the motor has a direct and great impact on the haptic experience.
线性马达作为触觉反馈的核心提供器件,一般说来,可以使用经典二阶模型对其进行较为精准的建模分析,从而实现丰富的触觉效果设计。然而,实际的马达单体具有或多或少的非线性,表现为经典模型中的各项参数并非为一个恒定的常数,而是可能随振子位移进行变化的曲线。因此,如何在非线性参数的客观事实下,寻找一组最优的经典模型建模参数,以便实现精准的马达建模效果,则是一项重要的内容,对实际马达的效果的设计也产生着至关重要的影响。Linear motors are the core devices for haptic feedback. Generally speaking, classical second-order models can be used for accurate modeling and analysis, so as to achieve rich haptic effect designs. However, the actual motor unit has more or less nonlinearity, which shows that the parameters in the classical model are not constant constants, but curves that may change with the displacement of the oscillator. Therefore, how to find a set of optimal classical model modeling parameters under the objective fact of nonlinear parameters, so as to achieve accurate motor modeling effect, is an important content, which also affects the design of the actual motor effect. a crucial impact.
因此,有必要提供一种准确的马达最优参数寻找方法。Therefore, it is necessary to provide an accurate method for finding the optimal parameters of the motor.
【发明内容】[Content of the invention]
本发明的目的在于提供一种马达最优参数寻找方法,旨在解决如何提供一种准确的马达最优参数寻找方法。The purpose of the present invention is to provide a method for finding optimal parameters of a motor, and to solve how to provide an accurate method for finding optimal parameters of a motor.
本发明的技术方案如下:一种马达参数测试方法,该方法包括步骤:The technical scheme of the present invention is as follows: a motor parameter testing method, the method comprises the steps:
提供一作为最优马达且至少包括振子的马达单体,所述马达单体设置于一工装上,对所述马达单体施加激励信号产生振子位移;Provide a motor unit that is an optimal motor and at least includes a vibrator, the motor unit is arranged on a tool, and an excitation signal is applied to the motor unit to generate a vibrator displacement;
对所述马达单体分别施加N组不同电压值的第一激励信号以获得N组第一参数样本,并组成第一样本库,所述N为正整数且N>1;Applying N groups of first excitation signals with different voltage values to the motor unit respectively to obtain N groups of first parameter samples, and forming a first sample library, where N is a positive integer and N>1;
对所述马达单体施加一预设电压值的第三激励信号,采集马达单体的实测工装加速度;A third excitation signal with a preset voltage value is applied to the motor unit, and the measured tooling acceleration of the motor unit is collected;
根据所述第一样本库内的第一参数样本分别模拟所述马达单体的仿真工装加速度,计算所述仿真工装加速度与所述实测工装加速度的误差;According to the first parameter sample in the first sample library, the simulated tooling acceleration of the motor unit is simulated respectively, and the error between the simulated tooling acceleration and the measured tooling acceleration is calculated;
选取所述误差最小的第一参数样本作为所述马达单体的最优参数。The first parameter sample with the smallest error is selected as the optimal parameter of the single motor.
更优地,预设所述第三激励信号的电压值的方法包括步骤:More preferably, the method for presetting the voltage value of the third excitation signal includes the steps of:
选取所述第一样本库内的一组第一参数样本作为抽样参数;Selecting a group of first parameter samples in the first sample library as sampling parameters;
对所述马达单体分别施加若干不同频率值的第二激励信号产生若干对应不同频率值的第二振子位移,并形成所述第二振子位移关于不同频率值的位移能力曲线;Applying a plurality of second excitation signals with different frequency values to the motor unit respectively to generate a plurality of second oscillator displacements corresponding to different frequency values, and forming a displacement capability curve of the second oscillator displacement with respect to the different frequency values;
根据所述位移能力曲线抽取若干组由频率值及与所述频率值相对应的第二振子位移构成的第二参数样本,并组成第二样本库;Extracting several groups of second parameter samples consisting of frequency values and displacements of the second oscillators corresponding to the frequency values according to the displacement capability curve, and forming a second sample library;
根据所述第二样本库内的若干第二参数样本构造单频位移波形,并根据所述抽样参数进行位移均衡以获得若干所述第二参数样本的频率值对应的电压值作为第三参数样本,并组成第三样本库。A single-frequency displacement waveform is constructed according to several second parameter samples in the second sample library, and displacement equalization is performed according to the sampling parameters to obtain voltage values corresponding to the frequency values of several second parameter samples as third parameter samples , and form the third sample library.
更优地,根据所述第三样本库内的每一第三参数样本分别对所述马达单体施加不同电压值的第三激励信号,回采所述马达单体两端的若干实测电压及若干实测工装加速度组成第四样本库;More preferably, according to each third parameter sample in the third sample library, a third excitation signal with different voltage values is respectively applied to the motor unit, and some measured voltages and some measured voltages at both ends of the motor unit are retrieved. Tooling acceleration constitutes the fourth sample library;
根据所述第一样本库内的每一第一参数样本分别模拟获得所述马达单体的若干仿真工装加速度,计算获得所述仿真工装加速度与所述第四样本库内的所述实测工装加速度的误差。According to each first parameter sample in the first sample library, several simulated tooling accelerations of the motor unit are obtained by simulation respectively, and the simulated tooling acceleration and the measured tooling in the fourth sample library are obtained by calculation. Acceleration error.
更优地,所述误差的计算表达式为:More preferably, the calculation expression of the error is:
Figure PCTCN2020103093-appb-000001
其中,
Figure PCTCN2020103093-appb-000001
in,
err=accf-acm;其中,err=accf-acm; where,
EVM表示所述仿真工装加速度与所述实测工装加速度的误差,accf表示仿真工装加速度,acm表示实测工装加速度。EVM represents the error between the simulated tool acceleration and the measured tool acceleration, accf represents the simulated tool acceleration, and acm represents the measured tool acceleration.
更优地,根据若干第一参数样本对应的所述误差形成关于不同频率值 的误差曲线,选取所述误差最小的误差曲线对应的第一参数样本作为所述马达单体的最优参数。More preferably, an error curve about different frequency values is formed according to the errors corresponding to several first parameter samples, and the first parameter sample corresponding to the error curve with the smallest error is selected as the optimal parameter of the motor unit.
更优地,所述第一参数样本的参数至少包括马达电阻、马达电感、振子质量、电磁力系数、弹簧劲度系数及马达阻尼。More preferably, the parameters of the first parameter sample at least include motor resistance, motor inductance, vibrator mass, electromagnetic force coefficient, spring stiffness coefficient and motor damping.
更优地,所述马达单体在第一激励信号作用下产生第一振子位移,通过所述第一振子位移计算所述马达单体的第一样本参数,计算所述第一参数样本的函数表达式为:More preferably, the motor unit generates a first vibrator displacement under the action of the first excitation signal, the first sample parameter of the motor unit is calculated by the first vibrator displacement, and the first parameter sample is calculated. The function expression is:
Figure PCTCN2020103093-appb-000002
Figure PCTCN2020103093-appb-000002
Figure PCTCN2020103093-appb-000003
其中,
Figure PCTCN2020103093-appb-000003
in,
u表示所述第一激励信号施加于所述马达单体两端的电压值,i表示所述第一激励信号经过所述马达单体的电流值,x表示所述振子位移,R e表示所述马达电阻,L e表示所述马达电感,Bl表示所述电磁力系数,m表示所述振子质量,K ms表示所述弹簧劲度系数,R ms表示所述马达阻尼。 a first excitation signal u represents the value of the voltage applied across the motor monomers, i denotes a first excitation signal value of the current through the motor monomers, x represents the displacement of the vibrator, R e represents a Motor resistance, L e represents the motor inductance, B1 represents the electromagnetic force coefficient, m represents the vibrator mass, K ms represents the spring stiffness coefficient, and R ms represents the motor damping.
更优地,对所述马达单体施加一次额定电压值的第四激励信号以获得所述马达单体的实测振动量,抽取所述第一样本库内的若干组第一参数样本分别模拟获得所述马达单体对应额定电压值的仿真振动量,选取仿真振动量最接近实测振动量的一组第一参数样本作为抽样参数。More preferably, a fourth excitation signal with a rated voltage value is applied to the motor unit once to obtain the measured vibration amount of the motor unit, and several groups of first parameter samples in the first sample library are extracted to simulate respectively. The simulated vibration amount corresponding to the rated voltage value of the single motor is obtained, and a set of first parameter samples whose simulated vibration amount is closest to the measured vibration amount are selected as sampling parameters.
更优地,所述马达单体存在物理极限位移,所述第二振子位移小于或等于所述物理极限位移。More preferably, the motor unit has a physical limit displacement, and the displacement of the second vibrator is less than or equal to the physical limit displacement.
更优地,根据所述第二样本库内的若干第二参数样本的频率值构造以第二振子位移作为幅值的单频位移波形。More preferably, a single-frequency displacement waveform with the second oscillator displacement as the amplitude is constructed according to the frequency values of several second parameter samples in the second sample library.
本发明的有益效果在于:通过对挑选出的马达单体施加不同电压值的第一激励信号获取作为多个待筛选参数的第一参数样本,根据多个第一参数样本模拟马达单体的仿真工装加速度,并与实测工装加速度相比求误差, 选取误差最小的第一样本参数作为马达最优参数。The beneficial effect of the present invention is that: by applying first excitation signals of different voltage values to the selected motor monomers to obtain first parameter samples as a plurality of parameters to be screened, and simulating the simulation of the motor monomers according to the plurality of first parameter samples The tooling acceleration is compared with the measured tooling acceleration to find the error, and the first sample parameter with the smallest error is selected as the optimal parameter of the motor.
【附图说明】【Description of drawings】
图1为本发明的方法流程示意图;Fig. 1 is the method flow schematic diagram of the present invention;
图2为本发明的位移能力曲线示意图;Fig. 2 is the displacement capability curve schematic diagram of the present invention;
图3为本发明在图2中选取第二参数样本示意图;3 is a schematic diagram of the second parameter sample selected in FIG. 2 by the present invention;
图4为本发明的单频位移波形示意图;4 is a schematic diagram of a single-frequency displacement waveform of the present invention;
图5为与图4对应的第三参数样本的电压波形示意图;5 is a schematic diagram of a voltage waveform of a third parameter sample corresponding to FIG. 4;
图6为与图5对应的稳态段的电压波形示意图;FIG. 6 is a schematic diagram of the voltage waveform of the steady state segment corresponding to FIG. 5;
图7为本发明实施例中不同第一参数样本对应的误差示意图;7 is a schematic diagram of errors corresponding to different first parameter samples in an embodiment of the present invention;
图8为本发明的马达单体测试原理示意图。FIG. 8 is a schematic diagram of the testing principle of the motor unit of the present invention.
【具体实施方式】【detailed description】
下面结合附图及实施方式对本发明作进一步说明。The present invention will be further described below with reference to the accompanying drawings and embodiments.
本发明提供一种马达参数测试方法,参见图1,该方法包括:The present invention provides a motor parameter testing method, see FIG. 1 , the method includes:
步骤S10:提供一作为最优马达的马达单体10;Step S10: providing a motor unit 10 as an optimal motor;
更优地,所述马达单体10至少包括振子,所述振子用于产生振动,振动会产生振子位移。本实施例中,从工厂出产的一批合格的马达单体10中,经过严格的程序筛选出一作为最优马达的马达单体10。More preferably, the motor unit 10 includes at least a vibrator, and the vibrator is used to generate vibration, and the vibration will generate displacement of the vibrator. In this embodiment, from a batch of qualified motor units 10 produced in a factory, a motor unit 10 that is an optimal motor is screened out through strict procedures.
更优地,本实施例中,所述马达单体10设置于一工装上,对所述马达单体10施加激励信号产生振子位移,通过采集马达单体10的数据计算各项参数。More preferably, in this embodiment, the motor unit 10 is arranged on a tool, and an excitation signal is applied to the motor unit 10 to generate a vibrator displacement, and various parameters are calculated by collecting the data of the motor unit 10 .
步骤S20:对所述马达单体10分别施加N组不同电压值的第一激励信号以获得N组第一参数样本,并组成第一样本库,所述N为正整数且N>1;Step S20 : respectively applying N groups of first excitation signals with different voltage values to the motor unit 10 to obtain N groups of first parameter samples, and forming a first sample library, where N is a positive integer and N>1;
具体地,对所述马达单体10分别施加N组第一激励信号,N组第一激励信号的电压值各不相同,马达单体10在第一激励信号作用下产生第一振子位移,通过采集第一振子位移数据,获取N组对应不同电压值的第一参数样本,N组第一参数样本组成第一样本库。本实施例中,令N=7,采集7组对应不同电压值的第一参数样本。Specifically, N groups of first excitation signals are respectively applied to the motor unit 10, the voltage values of the N groups of first excitation signals are different, and the motor unit 10 generates a first oscillator displacement under the action of the first excitation signal, The displacement data of the first vibrator is collected, and N groups of first parameter samples corresponding to different voltage values are obtained, and the N groups of first parameter samples form a first sample library. In this embodiment, let N=7, and collect 7 sets of first parameter samples corresponding to different voltage values.
更优地,所述第一参数样本的参数至少包括马达电阻、马达电感、振 子质量、电磁力系数、弹簧劲度系数及马达阻尼。More preferably, the parameters of the first parameter sample at least include motor resistance, motor inductance, vibrator mass, electromagnetic force coefficient, spring stiffness coefficient and motor damping.
更优地,所述第一参数样本的函数表达式为:More preferably, the functional expression of the first parameter sample is:
Figure PCTCN2020103093-appb-000004
Figure PCTCN2020103093-appb-000004
Figure PCTCN2020103093-appb-000005
Figure PCTCN2020103093-appb-000005
其中,u表示所述第一激励信号施加于所述马达单体10两端的电压值,i表示所述第一激励信号经过所述马达单体10的电流值,x表示所述第一振子位移,R e表示所述马达电阻,L e表示所述马达电感,Bl表示所述电磁力系数,m表示所述振子质量,K ms表示所述弹簧劲度系数,R ms表示所述马达阻尼。 Wherein, u represents the voltage value of the first excitation signal applied to both ends of the motor unit 10, i represents the current value of the first excitation signal passing through the motor unit 10, and x represents the displacement of the first vibrator , R e represents the motor resistance, L e represents the motor inductance, Bl represents a coefficient of said electromagnetic force, m represents the mass of the oscillator, K ms represents the spring rate, R ms represents the motor damping.
步骤S30:选取所述第一样本库内的一组第一参数样本作为抽样参数;Step S30: selecting a group of first parameter samples in the first sample library as sampling parameters;
更优地,对所述马达单体10施加一次额定电压值的第四激励信号以获得所述马达单体10的实测振动量,从第一样本库的N组第一参数样本中抽取若干组第一参数样本,并通过若干组第一参数样本分别模拟所述马达单体10对应额定电压值的仿真振动量。More preferably, a fourth excitation signal with a rated voltage value is applied to the motor unit 10 once to obtain the measured vibration amount of the motor unit 10, and a number of samples are extracted from the N groups of first parameter samples in the first sample library. A set of first parameter samples is used, and the simulated vibration amount of the motor unit 10 corresponding to the rated voltage value is simulated respectively through several sets of the first parameter samples.
更优地,选取仿真振动量最接近实测振动量的一组第一参数样本作为抽样参数。More preferably, a set of first parameter samples whose simulated vibration amount is closest to the actual measured vibration amount are selected as sampling parameters.
步骤S40:对所述马达单体10分别施加若干不同频率值的第二激励信号产生若干对应不同频率值的第二振子位移,并形成所述第二振子位移关于不同频率值的位移能力曲线;Step S40: applying a plurality of second excitation signals with different frequency values to the motor unit 10 respectively to generate a plurality of second oscillator displacements corresponding to different frequency values, and forming a displacement capability curve of the second oscillator displacement with respect to different frequency values;
具体地,对所述马达单体10分别施加若干第二激励信号,若干所述第二激励信号的频率值不同,从而产生若干第二振子位移,若干第二振子位移对应不同的频率值,且,参见图2,形成若干第二振子位移关于不同频率值的位移能力曲线。由于马达单体10存在物理极限位移,因此位移能力曲线中第二振子位移小于或等于所述物理极限位移。Specifically, a plurality of second excitation signals are respectively applied to the motor unit 10, and the frequency values of the second excitation signals are different, thereby generating a plurality of second oscillator displacements, and the plurality of second oscillator displacements correspond to different frequency values, and , referring to FIG. 2 , a displacement capability curve of several second oscillator displacements with respect to different frequency values is formed. Since the motor unit 10 has a physical limit displacement, the displacement of the second vibrator in the displacement capability curve is less than or equal to the physical limit displacement.
具体地,实际马达单体10应用场景中,第二激励信号的电压值会限制 所述马达单体10的第二振子位移,例如电压值小于9V,同时,马达单体10本身也存在物理极限位移,从而进一步限制着第二激励信号作用下,该马达单体10所能达到的第二振子位移,在形成位移能力曲线时,理论上的第二振子位移和实际存在的物理极限位移通过两者取最小值的方式获得对应位移能力曲线上第二振子位移大小。定义位移能力曲线上的第二振子位移为Y=min(Y1,Y2)。其中,Y1为9V单频的第二激励信号作用下马达单体10理论上可以达到的第二振子位移,Y2为实际存在的马达物理极限位移,遍历不同频率,则可以得到马达单体10对应不同频率值的第二激励信号的位移能力曲线。Specifically, in the actual application scenario of the motor unit 10, the voltage value of the second excitation signal will limit the displacement of the second vibrator of the motor unit 10, for example, the voltage value is less than 9V, and at the same time, the motor unit 10 itself also has a physical limit displacement, thereby further limiting the displacement of the second vibrator that can be achieved by the motor unit 10 under the action of the second excitation signal. When the displacement capability curve is formed, the theoretical displacement of the second vibrator and the actual physical limit displacement pass through two The displacement of the second vibrator on the corresponding displacement capability curve is obtained by taking the minimum value. The displacement of the second oscillator on the displacement capability curve is defined as Y=min(Y1, Y2). Among them, Y1 is the second oscillator displacement that the motor unit 10 can theoretically achieve under the action of the second excitation signal of 9V single frequency, and Y2 is the actual physical limit displacement of the motor. By traversing different frequencies, the corresponding motor unit 10 can be obtained. Displacement capability curves of the second excitation signal at different frequency values.
步骤S50:根据所述位移能力曲线抽取若干组由频率值及与所述频率值相对应的第二振子位移构成的第二参数样本,并组成第二样本库;Step S50: extracting several groups of second parameter samples consisting of frequency values and displacements of the second oscillators corresponding to the frequency values according to the displacement capability curve, and forming a second sample library;
具体地,参见图3,根据所述位移能力曲线将每组频率值及与该频率值相对应的第二振子位移组成第二参数样本,抽取若干组的第二参数样本组成第二样本库。Specifically, referring to FIG. 3 , each group of frequency values and the displacement of the second oscillator corresponding to the frequency value are formed into second parameter samples according to the displacement capability curve, and several groups of second parameter samples are extracted to form a second sample library.
步骤S60:根据所述第二样本库内的若干第二参数样本构造单频位移波形,并根据所述抽样参数进行位移均衡以获得若干所述第二参数样本的频率值对应的电压值作为第三参数样本,并组成第三样本库;Step S60: Construct a single-frequency displacement waveform according to a plurality of second parameter samples in the second sample library, and perform displacement equalization according to the sampling parameters to obtain voltage values corresponding to the frequency values of a plurality of the second parameter samples as the first parameter. Three-parameter samples, and form a third sample library;
更优地,参见图4~图6,其中,附图的横坐标表示“采样点”,可以理解为信号序列的第几个数据。具体地,根据所述第二样本库内的若干第二参数样本的频率值构造以第二振子位移作为幅值的单频位移波形。More preferably, refer to FIG. 4 to FIG. 6 , wherein the abscissa of the drawings represents "sampling point", which can be understood as the number of data in the signal sequence. Specifically, a single-frequency displacement waveform with the second oscillator displacement as the amplitude is constructed according to the frequency values of several second parameter samples in the second sample library.
更优地,根据所述抽样参数模拟所述第二激励信号作用于马达单体10形成仿真振子位移,对所述仿真振子位移和所述第二振子位移均衡处理获得均衡振子位移。将所述均衡振子位移代入所述第一参数样本的函数表达式获得与所述第二参数样本的频率值对应的电压值作为第三参数样本,其中,通过位移均衡获取该振子位移对应的激励信号的电压值为公知技术,本发明不作具体展开。More preferably, according to the sampling parameters, the second excitation signal is simulated to act on the motor unit 10 to form a simulated oscillator displacement, and the balanced oscillator displacement is obtained by performing equalization processing on the simulated oscillator displacement and the second oscillator displacement. Substituting the equalized oscillator displacement into the functional expression of the first parameter sample to obtain a voltage value corresponding to the frequency value of the second parameter sample as a third parameter sample, wherein the excitation corresponding to the oscillator displacement is obtained through displacement equalization The voltage value of the signal is known in the art, and is not specifically developed in the present invention.
更优地,若干第二参数样本对应若干第三参数样本,若干第三参数样本组成第三样本库。More preferably, several second parameter samples correspond to several third parameter samples, and several third parameter samples form a third sample library.
步骤S70:根据所述第三样本库内的每一第三参数样本分别对所述马达单体10施加不同电压值的第三激励信号,回采所述马达单体10两端的若干实测电压及若干实测工装加速度组成第四样本库;Step S70 : respectively applying third excitation signals with different voltage values to the motor unit 10 according to each third parameter sample in the third sample library, and recovering a number of measured voltages and a number of voltages across the motor unit 10 The measured acceleration of the tooling constitutes the fourth sample library;
具体地,分别对马达单体10施加不同电压值的第三激励信号,所述不同电压值对应第三样本库内的不同第三参数样本。马达单体10在第三激励信号作用下产生振动,振动传递至工装上,通过加速度计可以采集工装的实测工装加速度,通过电压表可以采集马达单体10两端的实测电压。Specifically, third excitation signals with different voltage values are respectively applied to the motor unit 10, and the different voltage values correspond to different third parameter samples in the third sample library. The motor unit 10 generates vibration under the action of the third excitation signal, and the vibration is transmitted to the tooling. The measured acceleration of the tooling can be collected by the accelerometer, and the measured voltage across the motor unit 10 can be collected by the voltmeter.
具体地,更优地,参见图8,将马达单体10设置于工装20上,马达单体10与电脑端40电性连接,电脑端40内集成有用于将数字信号转化为模拟信号的采集卡,采集卡与马达单体10之间设置有功率放大器,功率放大器同时与马达单体10的两端电性连接,工装20远离所述马达单体10的一端设置防震的海绵体30。将激励信号从电脑端40以数字信号形式输出,通过采集卡将数字信号转化为模拟信号,模拟信号经过功率放大器放大,加载于马达单体10的两端,马达单体10在激励信号的作用下产生振动,振动传递至工装20,使用加速度计可以测得对应的工装加速度数据,将所述加速度计与功率放大器相连接,使得工装加速度数据经功率放大器和采集卡之后输入电脑端40进行观察和处理,从而获取所述马达单体10的实测工装加速度。Specifically, more preferably, referring to FIG. 8 , the motor unit 10 is arranged on the tooling 20 , the motor unit 10 is electrically connected to the computer terminal 40 , and the computer terminal 40 is integrated with a collection device for converting digital signals into analog signals. A power amplifier is arranged between the capture card and the motor unit 10 , the power amplifier is electrically connected to both ends of the motor unit 10 , and a shockproof sponge 30 is provided at one end of the tooling 20 away from the motor unit 10 . The excitation signal is output from the computer terminal 40 in the form of a digital signal, and the digital signal is converted into an analog signal through the acquisition card. The analog signal is amplified by the power amplifier and loaded on both ends of the motor unit 10. The motor unit 10 plays the role of the excitation signal. Vibration is generated down, the vibration is transmitted to the tooling 20, the corresponding tooling acceleration data can be measured using the accelerometer, and the accelerometer is connected with the power amplifier, so that the tooling acceleration data is input to the computer terminal 40 through the power amplifier and the acquisition card for observation. and processing, so as to obtain the measured acceleration of the tooling of the motor unit 10 .
步骤S80:根据所述第一样本库内的每一第一参数样本分别模拟获得所述马达单体10的若干仿真工装加速度,计算获得所述仿真工装加速度与所述第四样本库内的所述实测工装加速度的误差;Step S80: According to each first parameter sample in the first sample library, a number of simulated tool accelerations of the motor unit 10 are obtained by simulation respectively, and the simulated tool acceleration and the fourth sample library are obtained by calculation. The error of the measured tooling acceleration;
更优地,所述误差的计算表达式为:More preferably, the calculation expression of the error is:
Figure PCTCN2020103093-appb-000006
其中,
Figure PCTCN2020103093-appb-000006
in,
err=accf-acm;其中,err=accf-acm; where,
EVM表示所述仿真工装加速度与所述实测工装加速度的误差,accf表示仿真工装加速度,acm表示实测工装加速度。EVM represents the error between the simulated tool acceleration and the measured tool acceleration, accf represents the simulated tool acceleration, and acm represents the measured tool acceleration.
步骤S90:选取所述误差最小的第一参数样本作为所述马达单体10的 最优参数。Step S90: Select the first parameter sample with the smallest error as the optimal parameter of the motor unit 10.
更优地,根据若干第一参数样本对应的所述误差形成关于不同频率值的误差曲线,参见图7,选取所述误差最小的误差曲线对应的第一参数样本作为所述马达单体10的最优参数。More preferably, according to the errors corresponding to several first parameter samples, an error curve for different frequency values is formed. Referring to FIG. 7 , the first parameter sample corresponding to the error curve with the smallest error is selected as the motor unit 10 . optimal parameters.
借此,通过对挑选出的马达单体10施加不同电压值的第一激励信号获取作为多个待筛选参数的第一参数样本,根据多个第一参数样本模拟马达单体10的仿真工装加速度,并与实测工装加速度相比求误差,选取误差最小的第一样本参数作为马达最优参数。Thereby, by applying the first excitation signals of different voltage values to the selected motor unit 10 to obtain first parameter samples as a plurality of parameters to be screened, and simulating the simulated tool acceleration of the motor unit 10 according to the plurality of first parameter samples , and compared with the measured acceleration of the tooling to find the error, and select the first sample parameter with the smallest error as the optimal parameter of the motor.
以上所述的仅是本发明的实施方式,在此应当指出,对于本领域的普通技术人员来说,在不脱离本发明创造构思的前提下,还可以做出改进,但这些均属于本发明的保护范围。The above are only the embodiments of the present invention. It should be pointed out that for those of ordinary skill in the art, improvements can be made without departing from the inventive concept of the present invention, but these belong to the present invention. scope of protection.

Claims (10)

  1. 一种马达参数测试方法,其特征在于,该方法包括步骤:A method for testing motor parameters, comprising the steps of:
    提供一作为最优马达且至少包括振子的马达单体,所述马达单体设置于一工装上,对所述马达单体施加激励信号产生振子位移;Provide a motor unit that is an optimal motor and at least includes a vibrator, the motor unit is arranged on a tool, and an excitation signal is applied to the motor unit to generate a vibrator displacement;
    对所述马达单体分别施加N组不同电压值的第一激励信号以获得N组第一参数样本,并组成第一样本库,所述N为正整数且N>1;Applying N groups of first excitation signals with different voltage values to the motor unit respectively to obtain N groups of first parameter samples, and forming a first sample library, where N is a positive integer and N>1;
    对所述马达单体施加一预设电压值的第三激励信号,采集马达单体的实测工装加速度;A third excitation signal with a preset voltage value is applied to the motor unit, and the measured tooling acceleration of the motor unit is collected;
    根据所述第一样本库内的第一参数样本分别模拟所述马达单体的仿真工装加速度,计算所述仿真工装加速度与所述实测工装加速度的误差;According to the first parameter sample in the first sample library, the simulated tooling acceleration of the motor unit is simulated respectively, and the error between the simulated tooling acceleration and the measured tooling acceleration is calculated;
    选取所述误差最小的第一参数样本作为所述马达单体的最优参数。The first parameter sample with the smallest error is selected as the optimal parameter of the single motor.
  2. 根据权利要求1所述的马达参数测试方法,其特征在于,预设所述第三激励信号的电压值的方法包括步骤:The motor parameter testing method according to claim 1, wherein the method for presetting the voltage value of the third excitation signal comprises the steps of:
    选取所述第一样本库内的一组第一参数样本作为抽样参数;Selecting a group of first parameter samples in the first sample library as sampling parameters;
    对所述马达单体分别施加若干不同频率值的第二激励信号产生若干对应不同频率值的第二振子位移,并形成所述第二振子位移关于不同频率值的位移能力曲线;Applying a plurality of second excitation signals with different frequency values to the motor unit respectively to generate a plurality of second oscillator displacements corresponding to different frequency values, and forming a displacement capability curve of the second oscillator displacement with respect to the different frequency values;
    根据所述位移能力曲线抽取若干组由频率值及与所述频率值相对应的第二振子位移构成的第二参数样本,并组成第二样本库;Extracting several groups of second parameter samples consisting of frequency values and displacements of the second oscillators corresponding to the frequency values according to the displacement capability curve, and forming a second sample library;
    根据所述第二样本库内的若干第二参数样本构造单频位移波形,并根据所述抽样参数进行位移均衡以获得若干所述第二参数样本的频率值对应的电压值作为第三参数样本,并组成第三样本库。A single-frequency displacement waveform is constructed according to several second parameter samples in the second sample library, and displacement equalization is performed according to the sampling parameters to obtain voltage values corresponding to the frequency values of several second parameter samples as third parameter samples , and form the third sample library.
  3. 根据权利要求2所述的马达参数测试方法,其特征在于,The motor parameter testing method according to claim 2, wherein,
    根据所述第三样本库内的每一第三参数样本分别对所述马达单体施加不同电压值的第三激励信号,回采所述马达单体两端的若干实测电压及若干实测工装加速度组成第四样本库;According to each third parameter sample in the third sample library, a third excitation signal with different voltage values is respectively applied to the motor unit, and several measured voltages and several measured tool accelerations at both ends of the motor unit are retrieved to form the first Four sample libraries;
    根据所述第一样本库内的每一第一参数样本分别模拟获得所述马达单 体的若干仿真工装加速度,计算获得所述仿真工装加速度与所述第四样本库内的所述实测工装加速度的误差。According to each first parameter sample in the first sample library, several simulated tooling accelerations of the motor unit are obtained by simulation respectively, and the simulated tooling acceleration and the measured tooling in the fourth sample library are obtained by calculation. Acceleration error.
  4. 根据权利要求1所述的马达参数测试方法,其特征在于,所述误差的计算表达式为:The motor parameter testing method according to claim 1, wherein the calculation expression of the error is:
    Figure PCTCN2020103093-appb-100001
    其中,
    Figure PCTCN2020103093-appb-100001
    in,
    err=accf-acm;其中,err=accf-acm; where,
    EVM表示所述仿真工装加速度与所述实测工装加速度的误差,accf表示仿真工装加速度,acm表示实测工装加速度。EVM represents the error between the simulated tool acceleration and the measured tool acceleration, accf represents the simulated tool acceleration, and acm represents the measured tool acceleration.
  5. 根据权利要求4所述的马达参数测试方法,其特征在于,根据若干第一参数样本对应的所述误差形成关于不同频率值的误差曲线,选取所述误差最小的误差曲线对应的第一参数样本作为所述马达单体的最优参数。The motor parameter testing method according to claim 4, wherein an error curve for different frequency values is formed according to the errors corresponding to several first parameter samples, and the first parameter sample corresponding to the error curve with the smallest error is selected as the optimal parameter of the motor unit.
  6. 根据权利要求1所述的马达参数测试方法,其特征在于,所述第一参数样本的参数至少包括马达电阻、马达电感、振子质量、电磁力系数、弹簧劲度系数及马达阻尼。The motor parameter testing method according to claim 1, wherein the parameters of the first parameter sample at least include motor resistance, motor inductance, vibrator mass, electromagnetic force coefficient, spring stiffness coefficient and motor damping.
  7. 根据权利要求6所述的马达参数测试方法,其特征在于,所述马达单体在第一激励信号作用下产生第一振子位移,通过所述第一振子位移计算所述马达单体的第一样本参数,计算所述第一参数样本的函数表达式为:The motor parameter testing method according to claim 6, wherein the motor unit generates a first oscillator displacement under the action of a first excitation signal, and the first oscillator displacement is used to calculate the first oscillator displacement of the motor unit. The sample parameter, the function expression for calculating the first parameter sample is:
    Figure PCTCN2020103093-appb-100002
    Figure PCTCN2020103093-appb-100002
    Figure PCTCN2020103093-appb-100003
    其中,
    Figure PCTCN2020103093-appb-100003
    in,
    u表示所述第一激励信号施加于所述马达单体两端的电压值,i表示所述第一激励信号经过所述马达单体的电流值,x表示所述振子位移,R e表示所述马达电阻,L e表示所述马达电感,Bl表示所述电磁力系数,m表示所述振子质量,K ms表示所述弹簧劲度系数,R ms表示所述马达阻尼。 a first excitation signal u represents the value of the voltage applied across the motor monomers, i denotes a first excitation signal value of the current through the motor monomers, x represents the displacement of the vibrator, R e represents a Motor resistance, L e represents the motor inductance, B1 represents the electromagnetic force coefficient, m represents the vibrator mass, K ms represents the spring stiffness coefficient, and R ms represents the motor damping.
  8. 根据权利要求2所述的马达参数测试方法,其特征在于,对所述马 达单体施加一次额定电压值的第四激励信号以获得所述马达单体的实测振动量,抽取所述第一样本库内的若干组第一参数样本分别模拟获得所述马达单体对应额定电压值的仿真振动量,选取仿真振动量最接近实测振动量的一组第一参数样本作为抽样参数。The motor parameter testing method according to claim 2, wherein a fourth excitation signal with a rated voltage value is applied to the motor unit once to obtain the measured vibration amount of the motor unit, and the first sample is extracted. Several groups of first parameter samples in this library are simulated respectively to obtain the simulated vibration amount corresponding to the rated voltage value of the motor unit, and a group of first parameter samples whose simulated vibration amount is closest to the measured vibration amount is selected as the sampling parameter.
  9. 根据权利要求2所述的马达参数测试方法,其特征在于,所述马达单体存在物理极限位移,所述第二振子位移小于或等于所述物理极限位移。The motor parameter testing method according to claim 2, wherein the motor unit has a physical limit displacement, and the displacement of the second vibrator is less than or equal to the physical limit displacement.
  10. 根据权利要求2所述的马达参数测试方法,其特征在于,根据所述第二样本库内的若干第二参数样本的频率值构造以第二振子位移作为幅值的单频位移波形。The motor parameter testing method according to claim 2, wherein a single-frequency displacement waveform with the second oscillator displacement as an amplitude is constructed according to the frequency values of several second parameter samples in the second sample library.
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