CN105890744A - Method for determining snakelike instability of rail vehicle - Google Patents

Method for determining snakelike instability of rail vehicle Download PDF

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CN105890744A
CN105890744A CN201610191901.2A CN201610191901A CN105890744A CN 105890744 A CN105890744 A CN 105890744A CN 201610191901 A CN201610191901 A CN 201610191901A CN 105890744 A CN105890744 A CN 105890744A
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serpentine
module
instability
speed
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CN105890744B (en
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陈双喜
虞大联
邓小军
刘韶庆
李海涛
曲文强
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CRRC Qingdao Sifang Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H17/00Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60LPROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L15/00Methods, circuits, or devices for controlling the traction-motor speed of electrically-propelled vehicles
    • B60L15/20Methods, circuits, or devices for controlling the traction-motor speed of electrically-propelled vehicles for control of the vehicle or its driving motor to achieve a desired performance, e.g. speed, torque, programmed variation of speed
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60LPROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L2200/00Type of vehicles
    • B60L2200/26Rail vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60LPROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L2240/00Control parameters of input or output; Target parameters
    • B60L2240/40Drive Train control parameters
    • B60L2240/42Drive Train control parameters related to electric machines
    • B60L2240/421Speed
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02TCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T10/00Road transport of goods or passengers
    • Y02T10/60Other road transportation technologies with climate change mitigation effect
    • Y02T10/72Electric energy management in electromobility

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Electric Propulsion And Braking For Vehicles (AREA)

Abstract

一种轨道车辆蛇形失稳判定方法,包括噪声辅助经验模态(EEMD)分解、瞬时频率(与幅值)、广义过零点Zero‑crossing(GZC)频率(与幅值)以及非线性指标计算方法。若列车出现蛇形失稳,列车非线性指标增强,依此对可能出现的失稳进行预警。本发明提供了一种新的蛇形失稳判定方法,计算瞬时频率、瞬时幅值、过零点平均频率(与幅值)和非线性指标,并根据非线性指标判断蛇形失稳与否,解决了现有技术判定方法不可靠的缺点。

A determination method for rail vehicle serpentine instability, including noise-assisted empirical mode (EEMD) decomposition, instantaneous frequency (and amplitude), generalized zero-crossing (GZC) frequency (and amplitude), and nonlinear index calculation method. If the train has a serpentine instability, the nonlinear index of the train will be enhanced, and the possible instability will be warned accordingly. The invention provides a new judging method for serpentine instability, which calculates the instantaneous frequency, instantaneous amplitude, zero-crossing average frequency (and amplitude) and nonlinear index, and judges whether the serpentine instability is based on the nonlinear index. The shortcoming of the unreliable determination method in the prior art is solved.

Description

一种轨道车辆蛇形失稳判定方法A Judgment Method for Serpentine Instability of Rail Vehicles

技术领域technical field

本发明涉及一种判定方法,特别涉及一种轨道车辆蛇形失稳判定方法。The invention relates to a judging method, in particular to a judging method for a rail vehicle serpentine instability.

背景技术Background technique

列车安全性是列车运行首要考虑的因素,因此国内外厂商设计了不同的监测系统和设备对列车运行状态进行监测。这些检测系统和设备广泛采用加速度计和应变仪对关键部位进行监测,包括对列车安全指标和稳定指标的监测。但是,目前国内还没有判断列车蛇形失稳的国家标准,通常采用这样的处理方法:对列车转向架横向振动加速度进行0.5-10Hz带通滤波,若滤波后的信号连续6个波峰值大于8-10m/s^2,则认为列车横向不稳定(蛇形失稳)。然而此方法滤波范围较大,滤波后信号可能存在蛇形波之外的信号,六个连续波的峰值定义无理论依据,对蛇形失稳可能存在误判。Train safety is the primary consideration for train operation, so domestic and foreign manufacturers have designed different monitoring systems and equipment to monitor the train operating status. These detection systems and equipment widely use accelerometers and strain gauges to monitor key parts, including the monitoring of train safety indicators and stability indicators. However, at present, there is no national standard for judging train serpentine instability in China. Usually, such a processing method is adopted: carry out 0.5-10 Hz band-pass filtering on the lateral vibration acceleration of the train bogie. -10m/s^2, it is considered that the train is laterally unstable (serpentine instability). However, this method has a large filtering range, and the filtered signal may have signals other than the serpentine wave. The peak definition of the six continuous waves has no theoretical basis, and there may be misjudgment of the serpentine instability.

随着列车运行速度的提高,对运输安全要求越来越高,对列车蛇形失稳进行预警和控制尤为重要。因此,运用检测技术对动车组运行状态进行实时监测,提出新方法对可能出现的蛇形失稳进行准确预警,具有重要意义。With the increase of train speed, the requirements for transportation safety are getting higher and higher, so it is particularly important to carry out early warning and control of train serpentine instability. Therefore, it is of great significance to use detection technology to monitor the running state of EMUs in real time, and to propose a new method for accurate early warning of possible serpentine instability.

发明内容Contents of the invention

本发明主要目的在于解决如何判定蛇形失稳的技术问题,提供一种轨道车辆蛇形失稳判定方法。The main purpose of the present invention is to solve the technical problem of how to judge the serpentine instability, and provide a method for judging the serpentine instability of a rail vehicle.

为实现上述目的,本发明的技术方案是:For realizing the above object, technical scheme of the present invention is:

一种轨道车辆蛇形失稳判定方法,在转向架上设置有两个对角设置的加速度传感器,对转向架两端传感器横向加速度信号分别计算瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t),通过所述瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t)计算非线性指标INL,通过所述非线性指标INL判断蛇形失稳与否。A method for judging the serpentine instability of a rail vehicle. Two acceleration sensors arranged diagonally are arranged on the bogie, and the instantaneous frequency IF(t) and the average frequency of zero crossing IF zc are respectively calculated for the lateral acceleration signals of the sensors at both ends of the bogie (t) and amplitude A zc (t), through the instantaneous frequency IF (t), zero-crossing average frequency IF zc (t) and amplitude A zc (t) to calculate the nonlinear index INL, through the nonlinear The indicator INL judges whether the serpentine is unstable or not.

进一步,根据转向架两端传感器横向加速度信号分别提取蛇形特征波cj,根据蛇形特征波cj计算瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t)。Further, according to the lateral acceleration signals of the sensors at both ends of the bogie, the serpentine characteristic wave c j is extracted respectively, and the instantaneous frequency IF( t ), the average frequency of zero-crossing point IF zc (t) and the amplitude A zc ( t).

进一步,对转向架一端传感器横向加速度信号进行噪声辅助EEMD经验模态分解,得到多个模态分量ciFurther, the noise-assisted EEMD empirical mode decomposition is performed on the lateral acceleration signal of the sensor at one end of the bogie to obtain multiple modal components c i ;

对每个IMF计算平均频率并逐个与理论蛇形频率fci进行比较,计算 Calculate the average frequency for each IMF And compare them with the theoretical serpentine frequency f ci one by one, calculate

ε为误差允许量;ε is the error tolerance;

若Δfci>ε,认为没有蛇形频率成分,动车组没有蛇形失稳;If Δf ci >ε, it is considered that there is no serpentine frequency component, and the EMU has no serpentine instability;

反之,选Δfci最小的模态分量cj作为蛇形特征波。On the contrary, select the modal component c j with the smallest Δf ci as the serpentine characteristic wave.

进一步,对蛇形特征波cj计算瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t);Further, calculate instantaneous frequency IF (t), zero-crossing point average frequency IF zc (t) and amplitude A zc (t) to serpentine characteristic wave c j ;

计算蛇形特征波cj的非线性指标INL:Calculate the nonlinearity index INL of the serpentine eigenwave c j :

II NN LL == (( II Ff (( tt )) -- IFIF zz cc (( tt )) IFIF zz cc (( tt )) .. AA zz cc (( tt )) AA ‾‾ zz cc (( tt )) )) %%

进一步,对转向架两端传感器横向加速度信号分别计算非线性指标INL,若转向架两端横向加速度蛇形特征波频率一致且两者的非线性指标均大于阈值,则认为动车组发生蛇形失稳。Furthermore, the nonlinear index INL is calculated separately for the lateral acceleration signals of the sensors at both ends of the bogie. If the frequency of the serpentine characteristic wave of the lateral acceleration at both ends of the bogie is consistent and the nonlinear indexes of both are greater than the threshold, it is considered that the EMU has a serpentine failure. stable.

进一步,所述蛇形失稳判定方法应用于蛇形失稳抑制系统,所述蛇形失稳抑制系统包括蛇形预警与控制模块,用于根据所述蛇形失稳判定方法判断转向架是否处于蛇形失稳状态;Further, the snake-like instability determination method is applied to the snake-like instability suppression system, and the snake-like instability suppression system includes a snake-like early warning and control module, which is used to judge whether the bogie is In a state of serpentine instability;

牵引电机速度控制系统,用于根据所述蛇形预警与控制模块的判断控制牵引电机的转速;Traction motor speed control system, used to control the speed of the traction motor according to the judgment of the serpentine early warning and control module;

所述蛇形预警与控制模块的信号输出端连接所述牵引电机速度控制系统。The signal output end of the serpentine early warning and control module is connected to the traction motor speed control system.

进一步,所述蛇形失稳抑制系统还包括横向加速度测量模块,用于测量转向架的横向振动加速度;Further, the serpentine instability suppression system also includes a lateral acceleration measurement module for measuring the lateral vibration acceleration of the bogie;

所述横向加速度测量模块的信号输出端与蛇形预警与控制模块的信号输入端连接;The signal output end of the lateral acceleration measurement module is connected with the signal input end of the serpentine early warning and control module;

所述蛇形预警与控制模块根据横向加速度测量模块传输的数据判断转向架是否处于蛇形失稳状态。The serpentine early warning and control module judges whether the bogie is in a serpentine instability state according to the data transmitted by the lateral acceleration measurement module.

进一步,所述牵引电机速度控制系统包括给定速度控制模块,用于根据所述蛇形预警与控制模块传输的控制信号k和调整后的给定转速sp2,选择采用原给定转速sp1或调整后的给定转速sp2传输至速度控制器模块;Further, the traction motor speed control system includes a given speed control module, which is used to select the original given speed sp1 or the adjusted given speed sp2 according to the control signal k transmitted by the serpentine warning and control module and the adjusted given speed sp2. The final given speed sp2 is transmitted to the speed controller module;

速度控制器模块,用于接收给定转速和实际转速,向DTC控制模块传输给定磁链Flux*和给定转矩Torque*The speed controller module is used to receive the given speed and actual speed, and transmit the given flux flux * and given torque Torque * to the DTC control module;

DTC控制模块,用于接收牵引电机测量模块传输的电流I_ab和电压V_abc、速度控制器模块传输的给定磁链Flux*和给定转矩Torque*,向牵引电机逆变器的开关器件发送驱动信号g;The DTC control module is used to receive the current I_ab and voltage V_abc transmitted by the traction motor measurement module, the given flux flux * and the given torque Torque * transmitted by the speed controller module, and send driving to the switching device of the traction motor inverter signal g;

所述蛇形预警与控制模块的控制信号输出端、给定转速输出端分别与给定速度控制模块的控制信号输入端、给定转速输入端连接,所述给定速度控制模块的给定转速输出端与速度控制器模块的给定转速输入端连接,所述速度控制器模块的实际转速输入端与牵引电机转速输出端连接,所述速度控制器模块的给定磁链输出端、给定转矩输出端分别与DTC控制模块的给定磁链输入端、给定转矩输入端连接,所述DTC控制模块的电压、电流输入端分别与牵引电机测量模块的电压、电流输出端连接,所述DTC控制模块的驱动信号输出端与牵引电机逆变器连接。The control signal output end and the given speed output end of the serpentine early warning and control module are respectively connected with the control signal input end and the given speed input end of the given speed control module, and the given speed control module's given speed The output end is connected with the given speed input end of the speed controller module, the actual speed input end of the speed controller module is connected with the traction motor speed output end, the given flux linkage output end of the speed controller module, given The torque output terminals are respectively connected with the given flux linkage input terminal and the given torque input terminal of the DTC control module, and the voltage and current input terminals of the DTC control module are respectively connected with the voltage and current output terminals of the traction motor measurement module, The drive signal output terminal of the DTC control module is connected with the traction motor inverter.

进一步,所述蛇形失稳抑制系统还包括显示模块,用于显示轨道车辆蛇形失稳抑制系统的参数变化;Further, the serpentine instability suppression system also includes a display module for displaying parameter changes of the rail vehicle serpentine instability suppression system;

所述显示模块信号输入端分别与速度控制器模块、牵引电机转速输出端、蛇形预警与控制模块连接。The signal input end of the display module is respectively connected with the speed controller module, the output end of the traction motor speed, and the serpentine early warning and control module.

进一步,所述横向加速度测量模块包括传感器模块、GPS模块、数据采集模块、主控单元MCU模块、数据处理与分析模块;Further, the lateral acceleration measurement module includes a sensor module, a GPS module, a data acquisition module, a main control unit MCU module, and a data processing and analysis module;

所述数据采集模块分别与传感器模块和GPS模块连接,所述主控单元MCU模块分别与所述数据采集模块、数据处理与分析模块连接。The data acquisition module is respectively connected with the sensor module and the GPS module, and the main control unit MCU module is respectively connected with the data acquisition module, data processing and analysis module.

综上内容,本发明所述的一种轨道车辆蛇形失稳判定方法,提供了一种新的蛇形失稳判定方法,计算瞬时频率、瞬时幅值和非线性指标,并根据非线性指标判断蛇形失稳与否,解决了现有技术判定方法不可靠的缺点。In summary, a method for judging the serpentine instability of a rail vehicle according to the present invention provides a new method for judging the serpentine instability, which calculates the instantaneous frequency, the instantaneous amplitude and the nonlinear index, and according to the nonlinear index Judging whether the serpentine is unstable or not solves the unreliable shortcoming of the judging method in the prior art.

附图说明Description of drawings

图1是本发明蛇形失稳直接转矩控制图;Fig. 1 is a serpentine instability direct torque control diagram of the present invention;

图2是本发明横向加速度测量模块结果示意图。Fig. 2 is a schematic diagram of the results of the lateral acceleration measurement module of the present invention.

具体实施方式detailed description

下面结合附图与具体实施方式对本发明作进一步详细描述:Below in conjunction with accompanying drawing and specific embodiment the present invention is described in further detail:

本发明所述的一种轨道车辆蛇形失稳判定方法,主要应用在轨道车辆蛇形失稳抑制系统中,作为轨道车辆是否处于蛇形失稳的判断方法使用。The method for judging the serpentine instability of a rail vehicle according to the present invention is mainly used in a rail vehicle serpentine instability suppression system, and is used as a method for judging whether the rail vehicle is in a serpentine instability.

轨道车辆蛇形失稳抑制系统,包括蛇形预警与控制模块、牵引电机速度控制系统,蛇形预警与控制模块的信号输出端连接所述牵引电机速度控制系统。蛇形预警与控制模块用于判断转向架是否处于蛇形失稳状态,牵引电机速度控制系统用于根据所述蛇形预警与控制模块的判断控制牵引电机的转速。通过蛇形预警与控制模块判断转向架是否处于蛇形失稳状态,若处于蛇形失稳状态,则控制牵引电机转速降低,可有效消除轨道车辆的蛇形失稳。The rail vehicle serpentine instability suppression system includes a serpentine early warning and control module and a traction motor speed control system, and the signal output end of the serpentine early warning and control module is connected to the traction motor speed control system. The serpentine early warning and control module is used to judge whether the bogie is in a serpentine instability state, and the traction motor speed control system is used to control the speed of the traction motor according to the judgment of the serpentine early warning and control module. Whether the bogie is in a serpentine instability state is judged by the serpentine warning and control module. If it is in a serpentine instability state, the speed of the traction motor is controlled to decrease, which can effectively eliminate the serpentine instability of the rail vehicle.

在本实施例中,蛇形预警与控制模块采用计算振动非线性指标方法来判断转向架是否处于蛇形失稳;通过直接转矩控制(DTC)理论来实现对牵引电机转速的直接控制。In this embodiment, the serpentine early warning and control module uses the method of calculating the vibration nonlinear index to judge whether the bogie is in a serpentine instability, and realizes the direct control of the traction motor speed through the direct torque control (DTC) theory.

具体的,如图1所示,轨道车辆蛇形失稳抑制系统,包括蛇形预警与控制模块、横向加速度测量模块、给定速度控制模块、速度控制器模块、DTC控制模块。蛇形预警与控制模块的控制信号输出端、给定转速输出端分别与给定速度控制模块的控制信号输入端、给定转速输入端连接,给定速度控制模块的给定转速输出端与速度控制器模块的给定转速输入端连接,速度控制器模块的实际转速输入端与牵引电机转速输出端连接,速度控制器模块的给定磁链输出端、给定转矩输出端分别与DTC控制模块的给定磁链输入端、给定转矩输入端连接,DTC控制模块的电压、电流输入端分别与牵引电机测量模块的电压、电流输出端连接,DTC控制模块的驱动信号输出端与牵引电机逆变器连接。Specifically, as shown in Figure 1, the rail vehicle serpentine instability suppression system includes a serpentine early warning and control module, a lateral acceleration measurement module, a given speed control module, a speed controller module, and a DTC control module. The control signal output end and the given speed output end of the serpentine early warning and control module are respectively connected to the control signal input end and the given speed input end of the given speed control module, and the given speed output end of the given speed control module is connected to the speed The given speed input terminal of the controller module is connected, the actual speed input terminal of the speed controller module is connected with the speed output terminal of the traction motor, the given flux linkage output terminal and the given torque output terminal of the speed controller module are respectively connected with the DTC control The given flux linkage input terminal and given torque input terminal of the module are connected, the voltage and current input terminals of the DTC control module are respectively connected with the voltage and current output terminals of the traction motor measurement module, and the driving signal output terminal of the DTC control module is connected with the traction motor measurement module. Motor inverter connection.

如图2所示,横向加速度测量模块用于测量转向架的横向振动加速度,横向加速度测量模块的信号输出端与蛇形预警与控制模块的信号输入端连接。横向加速度测量模块包括传感器模块、GPS模块、数据采集模块、主控单元MCU模块、数据处理与分析模块、数据存储单元,数据采集模块分别与传感器模块和GPS模块连接,主控单元MCU模块分别与所述数据采集模块、数据处理与分析模块、数据存储单元连接。As shown in Figure 2, the lateral acceleration measurement module is used to measure the lateral vibration acceleration of the bogie, and the signal output end of the lateral acceleration measurement module is connected to the signal input end of the snake warning and control module. The lateral acceleration measurement module includes a sensor module, a GPS module, a data acquisition module, a main control unit MCU module, a data processing and analysis module, and a data storage unit. The data acquisition module is connected with the sensor module and the GPS module respectively, and the main control unit MCU module is connected with the The data collection module, the data processing and analysis module, and the data storage unit are connected.

在转向架构架的弹簧筒上方对角安装两个加速度传感器,用于测量转向架的横向加速度。GPS模块与主控单元MCU模块之间通过RS-232串口进行数据通讯,通过GPS模块可确定列车非线性指标是在什么速度、什么位置等工况下得到的。数据采集模块利用A/D转换芯片实现转向架加速度模拟信号的采集。数据处理与分析模块用于对蛇形失稳特征分析与处理。Two acceleration sensors are installed diagonally above the spring tube of the bogie frame to measure the lateral acceleration of the bogie. Data communication is carried out between the GPS module and the MCU module of the main control unit through the RS-232 serial port. Through the GPS module, it can be determined at what speed and where the nonlinear index of the train is obtained. The data acquisition module uses the A/D conversion chip to realize the acquisition of the analog signal of the bogie acceleration. The data processing and analysis module is used to analyze and process the characteristics of serpentine instability.

数据采集模块和GPS模块被封装在一个铁盒中,固定在动车组车下设备仓中。加速度传感器采用应变加速度传感器,其采样频率默认定为1000Hz,GPS测试参数为列车的速度与位置,其采样频率默认定在10Hz。The data acquisition module and GPS module are packaged in an iron box and fixed in the equipment compartment under the EMU. The acceleration sensor adopts a strain acceleration sensor, and its sampling frequency is set to 1000Hz by default. The GPS test parameters are the speed and position of the train, and its sampling frequency is set to 10Hz by default.

横向加速度测量模块的两个测点输出端(ydd1、ydd2)输出端分别与蛇形预警与控制模块的两个输入端连接,两个测点的横向振动加速度ydd1、ydd2传输至蛇形预警与控制模块进行下一步计算。The output ends of the two measuring points (ydd1, ydd2) of the lateral acceleration measurement module are respectively connected to the two input ends of the snake warning and control module, and the lateral vibration accelerations ydd1 and ydd2 of the two measuring points are transmitted to the snake warning and control module. The control module performs the next calculation.

蛇形预警与控制模块采用计算振动非线性指标方法来判断转向架是否处于蛇形失稳,振动非线性指的计算包括如下步骤:The serpentine early warning and control module uses the method of calculating the vibration nonlinear index to judge whether the bogie is in a serpentine instability. The calculation of the vibration nonlinear index includes the following steps:

(1)对转向架一端传感器横向加速度信号进行噪声辅助EEMD经验模态分解,得到多个模态分量ci(1) Perform noise-assisted EEMD empirical mode decomposition on the lateral acceleration signal of the sensor at one end of the bogie to obtain multiple modal components c i ;

(2)对每个IMF计算平均频率并逐个与理论蛇形频率fci进行比较,计算 (2) Calculate the average frequency for each IMF And compare them with the theoretical serpentine frequency f ci one by one, calculate

ε为误差允许量;ε is the error tolerance;

若Δfci>ε,认为没有蛇形频率成分,动车组没有蛇形失稳;If Δf ci >ε, it is considered that there is no serpentine frequency component, and the EMU has no serpentine instability;

反之,选Δfci最小的模态分量cj作为蛇形特征波;Conversely, choose the modal component c j with the smallest Δf ci as the serpentine characteristic wave;

(3)对蛇形特征波cj计算瞬时频率IF(t)、广义过零点频率Zero-crossing(GZC)频率IFzc(t)和幅值Azc(t);(3) Calculate the instantaneous frequency IF(t), the generalized zero-crossing (GZC) frequency IF zc (t) and the amplitude A zc (t) of the serpentine characteristic wave c j ;

(4)计算蛇形特征波cj的非线性指标INL:(4) Calculate the nonlinear index INL of the serpentine characteristic wave c j :

II NN LL == (( II Ff (( tt )) -- IFIF zz cc (( tt )) IFIF zz cc (( tt )) .. AA zz cc (( tt )) AA ‾‾ zz cc (( tt )) )) %%

(5)对转向架对角一端另一个传感器的横向振动加速度重复第(1)到(4);(5) Repeat (1) to (4) for the lateral vibration acceleration of the other sensor at the opposite end of the bogie;

(6)若转向架两对角端横向加速度蛇形特征波频率一致且两者的非线性指标均大于阈值,则认为动车组发生蛇形失稳。(6) If the frequency of the serpentine characteristic wave of the lateral acceleration at two opposite corners of the bogie is consistent and the nonlinear indexes of both are greater than the threshold, it is considered that the EMU has a serpentine instability.

上述新的蛇形失稳判定方法,计算瞬时频率、瞬时幅值和非线性指标,并根据非线性指标判断蛇形失稳与否,解决了现有技术判定方法不可靠的缺点。The above-mentioned new snake-like instability determination method calculates the instantaneous frequency, instantaneous amplitude and nonlinear index, and judges whether the snake-like instability is unstable or not according to the nonlinear index, which solves the unreliable shortcoming of the prior art judgment method.

蛇形预警与控制模块的控制信号输出端、给定转速输出端分别与给定速度控制模块的控制信号输入端、给定转速输入端连接。蛇形预警与控制模块在通过上述步骤计算判断后,若转向架处于蛇形失稳状态,发送控制信号k和调整后的给定转速sp2至给定速度控制模块。The control signal output end and the given speed output end of the serpentine early warning and control module are respectively connected with the control signal input end and the given speed input end of the given speed control module. After the calculation and judgment of the serpentine warning and control module through the above steps, if the bogie is in a serpentine instability state, it sends the control signal k and the adjusted given speed sp2 to the given speed control module.

给定速度控制模块用于原给定转速sp1和调整后的给定转速sp2之间的切换选择。若列车处于稳定运行,则将原定给定转速sp1传输至速度控制器模块;若列车处于蛇形失稳状态,在接收到控制信号k后,给定速度控制模块将调整后的给定转速sp2传输至速度控制器模块,作为给定转速N*The given speed control module is used for switching between the original given speed sp1 and the adjusted given speed sp2. If the train is running stably, the original given speed sp1 will be transmitted to the speed controller module; if the train is in a serpentine instability state, after receiving the control signal k, the given speed control module will adjust the given speed sp2 is transmitted to the speed controller module as a given speed N * .

速度控制器模块用于接收给定转速和实际转速,向DTC控制模块传输给定磁链Flux*和给定转矩Torque*。速度控制器模块根据调整后的给定转速sp2(给定转速N*),经过磁链查表输出给定磁链Flux*至DTC控制模块,速度控制器模块将给定转速sp2与牵引电机实际转速(N)比较后(N*-N)经过PI调节器输出给定转矩Torque*至DTC控制模块。The speed controller module is used to receive the given speed and actual speed, and transmit the given flux flux * and given torque Torque * to the DTC control module. According to the adjusted given rotational speed sp2 (given rotational speed N * ), the speed controller module outputs the given flux linkage Flux * to the DTC control module through the flux linkage look-up table, and the speed controller module compares the given rotational speed sp2 with the actual value of the traction motor After the speed (N) is compared (N * -N), the given torque Torque * is output to the DTC control module through the PI regulator.

DTC控制模块用于接收牵引电机测量模块传输的电流I_ab和电压V_abc、速度控制器模块传输的给定磁链Flux*和给定转矩Torque*,向牵引电机逆变器的开关器件发送驱动信号g。The DTC control module is used to receive the current I_ab and voltage V_abc transmitted by the traction motor measurement module, the given flux flux * and given torque Torque * transmitted by the speed controller module, and send drive signals to the switching devices of the traction motor inverter g.

DTC控制模块根据接收的牵引电机测量模块传输的电流I_ab和电压V_abc计算实际磁链和实际转矩,将给定磁链Flux*和给定转矩Torque*与实际磁链和实际转矩取差值,分别经过转矩和磁链滞环比较器,与磁链扇区一起输入到电压开关矢量表中,选择合适的电压矢量,通过发送驱动信号g控制牵引电机逆变器的开关器件。The DTC control module calculates the actual flux linkage and actual torque according to the current I_ab and voltage V_abc transmitted by the received traction motor measurement module, and takes the difference between the given flux linkage Flux * and given torque Torque * and the actual flux linkage and actual torque Values, through the torque and flux linkage hysteresis comparators respectively, are input into the voltage switch vector table together with the flux linkage sector, and the appropriate voltage vector is selected to control the switching device of the traction motor inverter by sending the driving signal g.

本发明通过直接转矩控制(DTC)理论来实现对牵引电机转速的直接控制,与现有技术仅能减小列车的横向振动相比,本发明降低了列车运行速度,能够消除蛇形失稳。The present invention realizes the direct control of the traction motor speed through the direct torque control (DTC) theory. Compared with the prior art which can only reduce the lateral vibration of the train, the present invention reduces the running speed of the train and can eliminate the serpentine instability .

轨道车辆蛇形失稳抑制系统还包括显示模块,显示系统用于显示轨道车辆蛇形失稳抑制系统的参数变化,包括电流、转速、磁链、电磁转矩、参考转矩、测量加速度、非线性指标等。显示模块信号输入端分别与速度控制器模块、牵引电机转速输出端、蛇形预警与控制模块连接。The rail vehicle serpentine instability suppression system also includes a display module. The display system is used to display the parameter changes of the rail vehicle serpentine instability suppression system, including current, speed, flux linkage, electromagnetic torque, reference torque, measured acceleration, linear indicators, etc. The signal input end of the display module is respectively connected with the speed controller module, the output end of the traction motor speed, and the serpentine early warning and control module.

一种利用上述装置的轨道车辆蛇形失稳抑制方法,包括如下步骤:A method for suppressing serpentine instability of a rail vehicle utilizing the above-mentioned device, comprising the steps of:

步骤1、蛇形预警与控制模块根据所测转向架的横向振动加速度,计算振动非线性指标判断转向架是否处于蛇形失稳状态。Step 1. The serpentine early warning and control module calculates the vibration nonlinear index according to the measured lateral vibration acceleration of the bogie to determine whether the bogie is in a serpentine instability state.

步骤2、若转向架处于蛇形失稳状态,则给出比当前牵引电机转速更低的参考转速,控制牵引电机减少转速,降低轨道车辆运行速度。Step 2. If the bogie is in the state of serpentine instability, a reference speed lower than the current speed of the traction motor is given, and the traction motor is controlled to reduce the speed to reduce the running speed of the rail vehicle.

具体的,若转向架处于蛇形失稳状态,蛇形预警与控制模块将控制信号k和调整后的给定转速sp2传输给给定速度控制模块,给定速度控制模块将调整后的给定转速sp2传输至速度控制器模块。Specifically, if the bogie is in a serpentine instability state, the serpentine early warning and control module transmits the control signal k and the adjusted given speed sp2 to the given speed control module, and the given speed control module transmits the adjusted given speed The rotational speed sp2 is transmitted to the speed controller module.

速度控制器模块根据给定转速sp2,经过磁链查表输出给定磁链Flux*至DTC控制模块,速度控制器模块将给定转速sp2与牵引电机实际转速比较后经过PI调节器输出给定转矩Torque*至DTC控制模块。According to the given rotational speed sp2, the speed controller module outputs the given flux flux * to the DTC control module through the flux linkage look-up table, and the speed controller module compares the given rotational speed sp2 with the actual rotational speed of the traction motor and outputs the given through the PI regulator Torque Torque * to DTC control module.

DTC控制模块根据接收的牵引电机测量模块传输的电流I_ab和电压V_abc计算实际磁链和实际转矩,将给定磁链Flux*和给定转矩Torque*与实际磁链和实际转矩取差值,分别经过转矩和磁链滞环比较器,与磁链扇区一起输入到电压开关矢量表中,选择合适的电压矢量,通过发送驱动信号g控制牵引电机逆变器的开关器件。The DTC control module calculates the actual flux linkage and actual torque according to the current I_ab and voltage V_abc transmitted by the received traction motor measurement module, and takes the difference between the given flux linkage Flux * and given torque Torque * and the actual flux linkage and actual torque Values, through the torque and flux linkage hysteresis comparators respectively, are input into the voltage switch vector table together with the flux linkage sector, and the appropriate voltage vector is selected to control the switching device of the traction motor inverter by sending the driving signal g.

如上所述,结合附图所给出的方案内容,可以衍生出类似的技术方案。但凡是未脱离本发明技术方案的内容,依据本发明的技术实质对以上实施例所作的任何简单修改、等同变化与修饰,均仍属于本发明技术方案的范围内。As mentioned above, a similar technical solution can be derived in combination with the content of the solution given in the accompanying drawings. However, any simple modifications, equivalent changes and modifications made to the above embodiments according to the technical essence of the present invention are still within the scope of the technical solutions of the present invention.

Claims (10)

1.一种轨道车辆蛇形失稳判定方法,其特征在于:在转向架上设置有两个对角设置的加速度传感器,对转向架两端传感器横向加速度信号分别计算瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t),通过所述瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t)计算非线性指标INL,通过所述非线性指标INL判断蛇形失稳与否。1. a rail vehicle serpentine instability judging method is characterized in that: bogie is provided with two acceleration sensors that are arranged at opposite angles, calculates respectively instantaneous frequency IF (t) to bogie two ends sensor lateral acceleration signal, Zero-crossing average frequency IF zc (t) and amplitude A zc (t), through the instantaneous frequency IF (t), zero-crossing average frequency IF zc (t) and amplitude A zc (t) to calculate the nonlinear index INL , judging whether the serpentine is unstable or not by the nonlinear index INL. 2.根据权利要求1所述的一种轨道车辆蛇形失稳判定方法,其特征在于:根据转向架两端传感器横向加速度信号分别提取蛇形特征波cj,根据蛇形特征波cj计算瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t)。2. A method for judging serpentine instability of a rail vehicle according to claim 1, characterized in that: according to the lateral acceleration signals of the sensors at both ends of the bogie, respectively extract the serpentine characteristic wave cj , and calculate according to the serpentine characteristic wave cj Instantaneous frequency IF(t), zero-crossing average frequency IF zc (t) and amplitude A zc (t). 3.根据权利要求2所述的一种轨道车辆蛇形失稳判定方法,其特征在于:对转向架一端传感器横向加速度信号进行噪声辅助EEMD经验模态分解,得到多个模态分量ci3. A method for judging the serpentine instability of a rail vehicle according to claim 2, characterized in that: the noise-assisted EEMD empirical mode decomposition is carried out to the lateral acceleration signal of the sensor at one end of the bogie to obtain a plurality of modal components c i ; 对每个IMF计算平均频率并逐个与理论蛇形频率fci进行比较,计算 Calculate the average frequency for each IMF And compare them with the theoretical serpentine frequency f ci one by one, calculate ε为误差允许量;ε is the error tolerance; 若Δfci>ε,认为没有蛇形频率成分,动车组没有蛇形失稳;If Δf ci >ε, it is considered that there is no serpentine frequency component, and the EMU has no serpentine instability; 反之,选Δfci最小的模态分量cj作为蛇形特征波。On the contrary, select the modal component c j with the smallest Δf ci as the serpentine characteristic wave. 4.根据权利要求2或3所述的一种轨道车辆蛇形失稳判定方法,其特征在于:对蛇形特征波cj计算瞬时频率IF(t)、过零点平均频率IFzc(t)和幅值Azc(t);4. according to claim 2 or 3 described a kind of rail vehicle serpentine instability judging method, it is characterized in that: calculate instantaneous frequency IF (t), zero-crossing average frequency IF zc (t) to serpentine characteristic wave c j and amplitude A zc (t); 计算蛇形特征波cj的非线性指标INL:Calculate the nonlinearity index INL of the serpentine eigenwave c j : II NN LL == (( II Ff (( tt )) -- IFIF zz cc (( tt )) IFIF zz cc (( tt )) .. AA zz cc (( tt )) AA ‾‾ zz cc (( tt )) )) %% 5.根据权利要求2或3所述的一种轨道车辆蛇形失稳判定方法,其特征在于:对转向架两端传感器横向加速度信号分别计算非线性指标INL,若转向架两端横向加速度蛇形特征波频率一致且两者的非线性指标均大于阈值,则认为动车组发生蛇形失稳。5. A method for judging a rail vehicle serpentine instability according to claim 2 or 3, characterized in that: the nonlinear index INL is calculated respectively for the lateral acceleration signals of the sensors at both ends of the bogie, if the lateral acceleration at both ends of the bogie snakes If the frequency of the shape characteristic wave is consistent and the nonlinear indexes of both are greater than the threshold, it is considered that the EMU has a serpentine instability. 6.根据权利要求1所述的一种轨道车辆蛇形失稳判定方法,其特征在于:所述蛇形失稳判定方法应用于蛇形失稳抑制系统,所述蛇形失稳抑制系统包括蛇形预警与控制模块,用于根据所述蛇形失稳判定方法判断转向架是否处于蛇形失稳状态;6. A method for judging serpentine instability of a rail vehicle according to claim 1, characterized in that: the method for judging serpentine instability is applied to a serpentine instability suppression system, and the serpentine instability suppression system includes The serpentine warning and control module is used to determine whether the bogie is in a serpentine instability state according to the serpentine instability determination method; 牵引电机速度控制系统,用于根据所述蛇形预警与控制模块的判断控制牵引电机的转速;Traction motor speed control system, used to control the speed of the traction motor according to the judgment of the serpentine early warning and control module; 所述蛇形预警与控制模块的信号输出端连接所述牵引电机速度控制系统。The signal output end of the serpentine early warning and control module is connected to the traction motor speed control system. 7.根据权利要求6所述的一种轨道车辆蛇形失稳判定方法,其特征在于:所述蛇形失稳抑制系统还包括横向加速度测量模块,用于测量转向架的横向振动加速度;7. a kind of rail vehicle serpentine instability judging method according to claim 6, is characterized in that: described serpentine instability suppressing system also comprises lateral acceleration measurement module, is used for measuring the lateral vibration acceleration of bogie; 所述横向加速度测量模块的信号输出端与蛇形预警与控制模块的信号输入端连接;The signal output end of the lateral acceleration measurement module is connected with the signal input end of the serpentine early warning and control module; 所述蛇形预警与控制模块根据横向加速度测量模块传输的数据判断转向架是否处于蛇形失稳状态。The serpentine early warning and control module judges whether the bogie is in a serpentine instability state according to the data transmitted by the lateral acceleration measurement module. 8.根据权利要求6所述的一种轨道车辆蛇形失稳判定方法,其特征在于:所述牵引电机速度控制系统包括给定速度控制模块,用于根据所述蛇形预警与控制模块传输的控制信号k和调整后的给定转速sp2,选择采用原给定转速sp1或调整后的给定转速sp2传输至速度控制器模块;8. A method for judging serpentine instability of a rail vehicle according to claim 6, characterized in that: the traction motor speed control system includes a given speed control module for transmitting according to the serpentine early warning and control module The control signal k and the adjusted given speed sp2 are selected to be transmitted to the speed controller module by using the original given speed sp1 or the adjusted given speed sp2; 速度控制器模块,用于接收给定转速和实际转速,向DTC控制模块传输给定磁链Flux*和给定转矩Torque*The speed controller module is used to receive the given speed and actual speed, and transmit the given flux flux * and given torque Torque * to the DTC control module; DTC控制模块,用于接收牵引电机测量模块传输的电流I_ab和电压V_abc、速度控制器模块传输的给定磁链Flux*和给定转矩Torque*,向牵引电机逆变器的开关器件发送驱动信号g;The DTC control module is used to receive the current I_ab and voltage V_abc transmitted by the traction motor measurement module, the given flux flux * and the given torque Torque * transmitted by the speed controller module, and send driving to the switching device of the traction motor inverter signal g; 所述蛇形预警与控制模块的控制信号输出端、给定转速输出端分别与给定速度控制模块的控制信号输入端、给定转速输入端连接,所述给定速度控制模块的给定转速输出端与速度控制器模块的给定转速输入端连接,所述速度控制器模块的实际转速输入端与牵引电机转速输出端连接,所述速度控制器模块的给定磁链输出端、给定转矩输出端分别与DTC控制模块的给定磁链输入端、给定转矩输入端连接,所述DTC控制模块的电压、电流输入端分别与牵引电机测量模块的电压、电流输出端连接,所述DTC控制模块的驱动信号输出端与牵引电机逆变器连接。The control signal output end and the given speed output end of the serpentine early warning and control module are respectively connected with the control signal input end and the given speed input end of the given speed control module, and the given speed control module's given speed The output end is connected with the given speed input end of the speed controller module, the actual speed input end of the speed controller module is connected with the traction motor speed output end, the given flux linkage output end of the speed controller module, given The torque output terminals are respectively connected with the given flux linkage input terminal and the given torque input terminal of the DTC control module, and the voltage and current input terminals of the DTC control module are respectively connected with the voltage and current output terminals of the traction motor measurement module, The drive signal output terminal of the DTC control module is connected with the traction motor inverter. 9.根据权利要求6所述的一种轨道车辆蛇形失稳判定方法,其特征在于:所述蛇形失稳抑制系统还包括显示模块,用于显示轨道车辆蛇形失稳抑制系统的参数变化;9. A method for judging serpentine instability of rail vehicle according to claim 6, characterized in that: the suppression system of serpentine instability also includes a display module for displaying parameters of the serpentine instability suppression system of rail vehicle Variety; 所述显示模块信号输入端分别与速度控制器模块、牵引电机转速输出端、蛇形预警与控制模块连接。The signal input end of the display module is respectively connected with the speed controller module, the output end of the traction motor speed, and the serpentine early warning and control module. 10.根据权利要求7所述的一种轨道车辆蛇形失稳判定方法,其特征在于:所述横向加速度测量模块包括传感器模块、GPS模块、数据采集模块、主控单元MCU模块、数据处理与分析模块;10. a kind of rail vehicle serpentine instability judging method according to claim 7, is characterized in that: described lateral acceleration measurement module comprises sensor module, GPS module, data acquisition module, main control unit MCU module, data processing and analysis module; 所述数据采集模块分别与传感器模块和GPS模块连接,所述主控单元MCU模块分别与所述数据采集模块、数据处理与分析模块连接。The data acquisition module is respectively connected with the sensor module and the GPS module, and the main control unit MCU module is respectively connected with the data acquisition module, data processing and analysis module.
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