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CN114348055B - Maglev rail transit operation control method and control system - Google Patents

Maglev rail transit operation control method and control system Download PDF

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CN114348055B
CN114348055B CN202210058449.8A CN202210058449A CN114348055B CN 114348055 B CN114348055 B CN 114348055B CN 202210058449 A CN202210058449 A CN 202210058449A CN 114348055 B CN114348055 B CN 114348055B
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turnout
switch
moving
preset
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CN114348055A (en
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樊宽刚
刘亚辉
胡凌风
魏丽兵
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Jiangxi University of Science and Technology
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    • 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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Abstract

The invention provides a magnetic suspension rail transit operation control method and a control system, comprising the following steps: acquiring position information of the magnetic suspension train in real time; when the position information of the magnetic suspension train meets the preset action condition, determining a target movement position corresponding to each fork motor; and controlling each switch motor to move according to the corresponding preset moving speed, wherein in the moving process of the switch motor, the corresponding preset moving speed of each switch motor is compensated based on the actual moving amount and the theoretical moving amount of each switch motor until each switch motor moves to the corresponding target moving position. The magnetic suspension rail transit operation control method disclosed by the invention is used for cooperatively controlling each switch motor in the switch line changing process, compensating the speed of each switch motor, eliminating accumulated errors of a plurality of motors in the moving process, preventing the switch from being deformed, damaged and broken due to local stress concentration, and improving the service life of the rail and the operation safety of the magnetic suspension rail transit.

Description

磁悬浮轨道交通运行控制方法及控制系统Maglev rail transit operation control method and control system

技术领域Technical Field

本发明涉及磁悬浮轨道交通运行控制技术领域,具体地涉及一种磁悬浮轨道交通运行控制方法、一种磁悬浮轨道交通运行控制系统及一种机器可读存储介质。The present invention relates to the technical field of maglev rail transit operation control, and in particular to a maglev rail transit operation control method, a maglev rail transit operation control system and a machine-readable storage medium.

背景技术Background Art

永磁磁浮交通系统作为崭新的交通技术,依靠永磁体的排斥力使列体悬浮在永磁体铺设轨道上,列体与永磁轨道之间无直接接触,磁悬浮列车行驶过程中只有空气阻力,理论上时速可以达到较高的水平。因为永磁磁悬浮磁悬浮列车利用永磁体实现磁悬浮列车的“零功率”悬浮,因此永磁磁浮磁悬浮列车具有运行速度快、噪音低、节能且更加安全易于维护,代表着下一代先进轨道交通的发展方向。As a brand-new transportation technology, the permanent magnet maglev transportation system relies on the repulsive force of permanent magnets to suspend the train body on the permanent magnet-laid track. There is no direct contact between the train body and the permanent magnet track. The maglev train only has air resistance during its operation, and theoretically can reach a relatively high speed. Because the permanent magnet maglev train uses permanent magnets to achieve "zero power" suspension of the maglev train, the permanent magnet maglev train has the advantages of fast running speed, low noise, energy saving, safer and easier maintenance, and represents the development direction of the next generation of advanced rail transportation.

与传统的轮轨轨道交通相比,永磁磁浮磁悬浮列车悬浮于永磁轨道之上,无直接接触,这种车体与永磁轨道之间特殊的关系难以实现永磁磁浮磁悬浮列车线路的切换,而道岔系统是轨道交通车辆换线至关重要的设备,在干线和支线的切换以及车站进出处都布置大量的道岔设备。道岔系统由DCS子系统的分区道岔模块(Decentralised SwitchModule,DSM)控制,在永磁磁浮磁悬浮列车安全防护和信号互锁中是一个需要重点考虑的关键因素。永磁磁浮道岔系统运行的稳定性、可靠性以及道岔设备的安全性决定了永磁磁浮磁悬浮列车运行的安全和效率。现有的道岔系统基于磁悬浮列车的位置进行控制,但是存在列车定位精度差,道岔换线动作触发时间存在偏差,道岔在换线过程中存在局部应力不均匀,具有一定的安全隐患。Compared with traditional wheel-rail rail transit, permanent magnet maglev trains are suspended on permanent magnet tracks without direct contact. This special relationship between the car body and the permanent magnet track makes it difficult to switch the line of permanent magnet maglev trains. The turnout system is a crucial equipment for rail transit vehicle line switching. A large number of turnout equipment are arranged at the switching of trunk and branch lines and at the entrance and exit of stations. The turnout system is controlled by the Decentralised Switch Module (DSM) of the DCS subsystem, which is a key factor that needs to be considered in the safety protection and signal interlocking of permanent magnet maglev trains. The stability and reliability of the operation of the permanent magnet maglev turnout system and the safety of the turnout equipment determine the safety and efficiency of the operation of permanent magnet maglev trains. The existing turnout system is controlled based on the position of the maglev train, but there are problems such as poor train positioning accuracy, deviation in the trigger time of the turnout line switching action, and uneven local stress in the turnout during the line switching process, which poses certain safety hazards.

发明内容Summary of the invention

本发明实施方式的目的是提供一种磁悬浮轨道交通运行控制方法及系统,以至少解决上述的道岔动作时间存在偏差,道岔在换线过程中局部应力不均匀,存在一定的安全隐患的问题。。The purpose of the embodiments of the present invention is to provide a method and system for controlling the operation of a maglev rail transit, so as to at least solve the above-mentioned problems of deviation in the action time of the turnout, uneven local stress of the turnout during the line change process, and certain potential safety hazards.

为了实现上述目的,本发明第一方面提供一种磁悬浮轨道交通运行控制方法,包括:In order to achieve the above-mentioned object, the first aspect of the present invention provides a method for controlling operation of a magnetic levitation rail transit, comprising:

实时获取磁悬浮列车位置信息;Obtain the location information of the maglev train in real time;

在所述磁悬浮列车位置信息满足预设动作条件时,确定每一道岔电机对应的目标移动位置;When the position information of the maglev train meets the preset action conditions, determining the target moving position corresponding to each turnout motor;

控制每一道岔电机按对应的预设移动速度移动,其中,在道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,直至每一道岔电机移动至对应的目标移动位置。Control each switch motor to move at a corresponding preset moving speed, wherein during the movement of the switch motor, based on the actual movement amount and theoretical movement amount of each switch motor, the preset moving speed corresponding to each switch motor is compensated until each switch motor moves to the corresponding target moving position.

可选的,所述实时获取磁悬浮列车位置信息,包括:Optionally, the real-time acquisition of the position information of the maglev train includes:

在有效卫星数量大于等于预设数量时,基于卫星定位系统、惯性定位系统和雷达定位系统获得磁悬浮列车位置信息;When the number of effective satellites is greater than or equal to a preset number, the position information of the maglev train is obtained based on the satellite positioning system, the inertial positioning system and the radar positioning system;

在有效卫星数量小于预设数量时,基于惯性定位系统和雷达定位系统获得磁悬浮列车位置信息。When the number of effective satellites is less than a preset number, the position information of the maglev train is obtained based on the inertial positioning system and the radar positioning system.

可选的,所述方法还包括:Optionally, the method further includes:

在接收到的有效卫星数据数量大于等于预设数量时:When the number of valid satellite data received is greater than or equal to the preset number:

计算有效卫星中每一有效卫星在卫星定位系统中的重要度,并按重要度由大到小排序有效卫星;Calculate the importance of each valid satellite in the satellite positioning system, and sort the valid satellites from large to small according to the importance;

基于前预设数量个有效卫星,以及惯性定位系统和雷达定位系统,得到磁悬浮列车位置信息。Based on a preset number of valid satellites, as well as an inertial positioning system and a radar positioning system, the position information of the maglev train is obtained.

可选的,在道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,包括:Optionally, during the movement of the turnout motor, based on the actual movement amount and theoretical movement amount of each turnout motor, a preset movement speed corresponding to each turnout motor is compensated, including:

实时获取每一道岔电机的实际移动量和理论移动量;Obtain the actual and theoretical movement of each turnout motor in real time;

基于每一道岔电机的实际移动量和理论移动量,确定每一道岔电机的位移误差和误差变化率;Based on the actual movement amount and theoretical movement amount of each turnout motor, the displacement error and error change rate of each turnout motor are determined;

基于每一道岔电机对应的位移误差和误差变化率,得到每一道岔电机对应的位置补偿量;Based on the displacement error and error change rate corresponding to each turnout motor, the position compensation amount corresponding to each turnout motor is obtained;

基于每一道岔电机对应的位置补偿量,修正每一道岔电机对应的预设移动速度。Based on the position compensation amount corresponding to each switch motor, the preset moving speed corresponding to each switch motor is corrected.

可选的,所述基于每一道岔电机对应的位移误差和误差变化率,得到每一道岔电机对应的位置补偿量,包括:Optionally, obtaining the position compensation amount corresponding to each turnout motor based on the displacement error and error change rate corresponding to each turnout motor includes:

以每一道岔电机对应的位移误差和误差变化率为输入,基于预设的模糊控制规则计算得到每一道岔电机对应的位置补偿量。The displacement error and error change rate corresponding to each turnout motor are used as input, and the position compensation amount corresponding to each turnout motor is calculated based on the preset fuzzy control rules.

可选的,所述目标移动量通过以下公式计算得到:Optionally, the target movement amount is calculated by the following formula:

其中,yn为每一道岔电机对应的轨道拟合曲线函数;y′n为yn的一阶导数;y′n′为yn的二阶导数;Ln为道岔电机的理论移动量;ln为道岔电机位置与道岔梁的固定端之间的距离;ρn为道岔梁换线时所需的曲率半径的倒数。Among them, yn is the track fitting curve function corresponding to each turnout motor; y′n is the first-order derivative of yn ; y′n ′ is the second-order derivative of yn ; Ln is the theoretical movement of the turnout motor; ln is the distance between the turnout motor position and the fixed end of the turnout beam; ρn is the inverse of the curvature radius required when the turnout beam is changed.

本发明第二方面提供一种磁悬浮轨道交通运行控制系统,包括:A second aspect of the present invention provides a magnetic levitation rail transit operation control system, comprising:

车载系统、信息融合系统和道岔控制系统,所述信息融合系统分别与所述车载系统和所述道岔控制系统通信连接;An on-board system, an information fusion system and a turnout control system, wherein the information fusion system is communicatively connected with the on-board system and the turnout control system respectively;

所述车载系统用于实时测量磁悬浮列车位置信息;The on-board system is used to measure the position information of the maglev train in real time;

所述信息融合系统用于根据接收的所述磁悬浮列车位置信息,输出对应的道岔控制指令;The information fusion system is used to output corresponding turnout control instructions according to the received position information of the maglev train;

所述道岔控制系统用于根据所述道岔控制指令,同步控制对应的道岔电机按对应的预设移动速度移动,以及在每一道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,直至每一道岔电机移动至对应的目标移动位置。The turnout control system is used to synchronously control the corresponding turnout motor to move at the corresponding preset moving speed according to the turnout control instruction, and during the movement of each turnout motor, compensate the preset moving speed corresponding to each turnout motor based on the actual movement amount and theoretical movement amount of each turnout motor until each turnout motor moves to the corresponding target moving position.

可选的,所述车载系统包括:卫星定位系统、惯性定位系统和雷达定位系统。Optionally, the vehicle-mounted system includes: a satellite positioning system, an inertial positioning system and a radar positioning system.

可选的,所述道岔控制系统包括:协同控制器和多个单道岔电机控制器;Optionally, the turnout control system includes: a collaborative controller and a plurality of single turnout motor controllers;

所述协同控制器用于基于道岔控制指令,同步向每一单道岔电机控制器发送控制信号,以及在道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,同步向每一道岔电机对应的单道岔电机控制器发送速度补偿信号;The collaborative controller is used to synchronously send a control signal to each single turnout motor controller based on the turnout control instruction, and synchronously send a speed compensation signal to the single turnout motor controller corresponding to each turnout motor based on the actual movement amount and theoretical movement amount of each turnout motor during the movement of the turnout motor;

每一单道岔电机控制器用于根据接收到的控制信号和速度补偿信号控制对应的道岔电机移动Each single turnout motor controller is used to control the corresponding turnout motor movement according to the received control signal and speed compensation signal

另一方面,本发明提供一种机器可读存储介质,该机器可读存储介质上存储有指令,该指令用于使得机器执行本申请上述的磁悬浮轨道交通运行控制方法。On the other hand, the present invention provides a machine-readable storage medium having instructions stored thereon, the instructions being used to enable a machine to execute the magnetic levitation rail transit operation control method described above in the present application.

本申请通过获取精准的磁悬浮列车的位置作为道岔换线的动作条件,并在道岔换线过程中,协同控制每一道岔电机,并基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机的速度进行补偿,以消除多个电机在移动过程中的累积误差,防止道岔由于局部应力集中而导致轨道变形、破损、断裂,以提高轨道的使用寿命和磁悬浮轨道交通的运行安全性。The present application obtains the precise position of the maglev train as the action condition for switch line changing, and during the switch line changing process, coordinates the control of each switch motor, and compensates the speed of each switch motor based on the actual movement and theoretical movement of each switch motor, so as to eliminate the cumulative error of multiple motors during the movement process, prevent the switch from deforming, damaging, and breaking the track due to local stress concentration, so as to improve the service life of the track and the operational safety of maglev rail transit.

本发明实施方式的其它特征和优点将在随后的具体实施方式部分予以详细说明。Other features and advantages of the embodiments of the present invention will be described in detail in the following detailed description.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

附图是用来提供对本发明实施方式的进一步理解,并且构成说明书的一部分,与下面的具体实施方式一起用于解释本发明实施方式,但并不构成对本发明实施方式的限制。在附图中:The accompanying drawings are used to provide a further understanding of the embodiments of the present invention and constitute a part of the specification. Together with the following specific embodiments, they are used to explain the embodiments of the present invention, but do not constitute a limitation on the embodiments of the present invention. In the accompanying drawings:

图1是本发明提供的磁悬浮轨道交通运行控制方法的流程图;FIG1 is a flow chart of a method for controlling operation of a magnetic levitation rail transit provided by the present invention;

图2是本发明提供的磁悬浮轨道交通的道岔结构示意图;FIG2 is a schematic diagram of a turnout structure of a magnetic levitation rail transit provided by the present invention;

图3是本发明提供的位置信息获取流程示意图;FIG3 is a schematic diagram of a flow chart of location information acquisition provided by the present invention;

图4是本发明提供的磁悬浮轨道交通运行控制系统的工作流程示意图;FIG4 is a schematic diagram of the working process of the magnetic levitation rail transit operation control system provided by the present invention;

图5是本发明提供的磁悬浮轨道交通运行控制系统的整体流程示意图;FIG5 is a schematic diagram of the overall flow of the magnetic levitation rail transit operation control system provided by the present invention;

图6是本发明提供的道岔控制系统的控制流程示意图;6 is a schematic diagram of the control flow of the turnout control system provided by the present invention;

图7是本发明提供的协同控制器的控制原理示意图;FIG7 is a schematic diagram of the control principle of the collaborative controller provided by the present invention;

图8是本发明提供的多道岔电机控制流程图;8 is a flow chart of multi-turnout motor control provided by the present invention;

图9是本发明提供的单道岔电机控制器的控制原理示意图。FIG. 9 is a schematic diagram of the control principle of the single turnout motor controller provided by the present invention.

具体实施方式DETAILED DESCRIPTION

以下结合附图对本发明的具体实施方式进行详细说明。应当理解的是,此处所描述的具体实施方式仅用于说明和解释本发明,并不用于限制本发明。The specific implementation of the present invention is described in detail below in conjunction with the accompanying drawings. It should be understood that the specific implementation described herein is only used to illustrate and explain the present invention, and is not used to limit the present invention.

图1是本发明提供的磁悬浮轨道交通运行控制方法的流程图;图2是本发明提供的磁悬浮轨道交通的道岔结构示意图。如图1所示,本发明实施方式提供一种磁悬浮轨道交通运行控制方法,所述方法包括:FIG1 is a flow chart of a method for controlling the operation of a maglev rail transit provided by the present invention; FIG2 is a schematic diagram of a turnout structure of a maglev rail transit provided by the present invention. As shown in FIG1 , an embodiment of the present invention provides a method for controlling the operation of a maglev rail transit, the method comprising:

步骤101、实时获取磁悬浮列车位置信息;Step 101, obtaining the position information of the maglev train in real time;

步骤102、在所述磁悬浮列车位置信息满足预设动作条件时,确定每一道岔电机对应的目标移动位置;Step 102: when the position information of the maglev train meets the preset action conditions, determine the target moving position corresponding to each turnout motor;

步骤103、控制每一道岔电机按对应的预设移动速度移动,其中,在道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,直至每一道岔电机移动至对应的目标移动位置。Step 103, control each switch motor to move at a corresponding preset moving speed, wherein during the movement of the switch motor, based on the actual movement amount and theoretical movement amount of each switch motor, the preset moving speed corresponding to each switch motor is compensated until each switch motor moves to the corresponding target moving position.

具体地,道岔的结构如图2所示,跨坐式永磁磁悬浮磁浮系统的道岔是长20-50米的整体永磁轨道以及钢梁,轨道换线是利用多个驱动电机带动永磁轨道和钢梁使其发生弹性形变实现的,驱动电机采用直线电机。道岔移动过程中,多个驱动电机间必须保持位置相互协同的关系,否则会造成道岔梁的应力集中,造成永磁轨道断裂严重危及永磁磁悬浮磁浮列车运行安全。因此本发明提出永磁磁浮道岔多驱动电机协同安全控制方法,以保证道岔在换线过程中能够精准移动,避免外部扰动产生移动误差,提高永磁磁悬浮列车的安全高效运行。在道岔换向前后,道岔的自身曲率可能会产生的一定的变化。因此,通过实时获取磁悬浮列车的位置信息,并在磁悬浮列车移动至某一点位时,满足触发道岔换线的条件,此时,确定道岔换线后的位置(该位置为根据轨道布置情况提前设定的位置),从而确定每一道岔电机需要移动的目标移动量,该目标移动量为根据道岔梁换线前后移动量和曲率半径提前设置的预设值,每一道岔电机对应具有一个目标移动量,并且越靠近道岔梁固定端的道岔电机,目标移动量越小,由于不同的道岔电机对应的目标移动量不同,因此,各个道岔电机移动速度需设置为不同速度,保证每一道岔电机在经过特定时间后移动对应的位移,使每一道岔电机到达该时间对应的位置上,以保证道岔梁在换线过程中所受到的应力满足要求,避免局部应力不均匀,导致道岔梁变形、破损甚至断裂,影响道岔梁使用寿命,增加了磁悬浮轨道交通的运行风险。Specifically, the structure of the turnout is shown in Figure 2. The turnout of the straddle-type permanent magnet maglev system is an integral permanent magnet track and a steel beam 20-50 meters long. The track change is achieved by using multiple drive motors to drive the permanent magnet track and the steel beam to make them elastically deformed. The drive motor adopts a linear motor. During the movement of the turnout, the multiple drive motors must maintain a mutually coordinated position relationship, otherwise it will cause stress concentration on the turnout beam, causing the permanent magnet track to break and seriously endangering the operation safety of the permanent magnet maglev train. Therefore, the present invention proposes a permanent magnet maglev turnout multi-drive motor collaborative safety control method to ensure that the turnout can move accurately during the line change process, avoid external disturbances to produce movement errors, and improve the safe and efficient operation of the permanent magnet maglev train. Before and after the turnout is switched, the turnout's own curvature may produce certain changes. Therefore, by acquiring the position information of the maglev train in real time, and when the maglev train moves to a certain point, the condition for triggering the switch line change is met. At this time, the position of the switch after the line change is determined (the position is the position set in advance according to the track layout), so as to determine the target movement amount that each switch motor needs to move. The target movement amount is a preset value set in advance according to the movement amount and curvature radius of the switch beam before and after the line change. Each switch motor has a corresponding target movement amount, and the closer the switch motor is to the fixed end of the switch beam, the smaller the target movement amount. Since different switch motors have different target movement amounts, the moving speeds of each switch motor need to be set to different speeds to ensure that each switch motor moves the corresponding displacement after a specific time, so that each switch motor reaches the position corresponding to the time, so as to ensure that the stress on the switch beam during the line change process meets the requirements, avoid local stress unevenness, cause the switch beam to deform, damage or even break, affect the service life of the switch beam, and increase the operation risk of maglev rail transit.

但是,现有在道岔电机移动过程中,由于存在一定的外部扰动,扰动过大时,道岔电机无法克服该扰动,会使得行走速度、行走位移量产生偏差,会使道岔电机行走位移不到位,从而影响道岔梁的应力分布,并且,现有技术中通常采用PID算法,直接根据测距传感器测得的道岔电机实际移动量进行控制,使得道岔电机最终的移动量满足其目标移动量,采用这种方式,无法实现道岔电机的同步协同控制,在部分道岔电机到位、部分道岔电机不到位的情况下,使道岔梁局部应力过大和产生电机相互扰动,因此,本发明采用在电机移动过程中,实时计算每一道岔电机的理论移动量和实时采集每一道岔电机的实际移动量,在每一电机的同步移动过程中,协同控制每一电机的移动速度,实现每一道岔电机移动速度的补偿,最终实现存在误差的道岔电机的移动量的补偿,保证每一电机在完成对应的目标移动量的时刻,没有位移量的误差,即能够保证每一电机同步协同动作,完成道岔梁的换向。However, in the existing process of switch motor movement, due to certain external disturbances, when the disturbance is too large, the switch motor cannot overcome the disturbance, which will cause deviations in the walking speed and walking displacement, and the walking displacement of the switch motor will not be in place, thereby affecting the stress distribution of the switch beam. In addition, the PID algorithm is usually used in the prior art to directly control the actual movement of the switch motor measured by the distance measuring sensor, so that the final movement of the switch motor meets its target movement. In this way, the synchronous coordinated control of the switch motor cannot be achieved. When some switch motors are in place and some are not, the switch motor will not be able to move properly. When the switch is out of position, the local stress of the switch beam is too large and the motors are disturbed each other. Therefore, the present invention calculates the theoretical movement of each switch motor and collects the actual movement of each switch motor in real time during the movement of the motor. In the synchronous movement of each motor, the movement speed of each motor is controlled cooperatively to compensate the movement speed of each switch motor, and finally compensates the movement of the switch motor with error, ensuring that each motor has no displacement error when completing the corresponding target movement, that is, it can ensure that each motor can move synchronously and cooperatively to complete the switching of the switch beam.

进一步地,所述实时获取磁悬浮列车位置信息,包括:Furthermore, the real-time acquisition of the position information of the maglev train includes:

在有效卫星数量大于等于预设数量时,基于卫星定位系统、惯性定位系统和雷达定位系统获得磁悬浮列车位置信息;When the number of effective satellites is greater than or equal to a preset number, the position information of the maglev train is obtained based on the satellite positioning system, the inertial positioning system and the radar positioning system;

在有效卫星数量小于预设数量时,基于惯性定位系统和雷达定位系统获得磁悬浮列车位置信息。When the number of effective satellites is less than a preset number, the position information of the maglev train is obtained based on the inertial positioning system and the radar positioning system.

具体地,在本发明实施方式中,精确的获取磁悬浮列车的运行位置和运行速度,对道岔的及时换线具有重要作用,将磁悬浮列车的位置作为换线开始的触发条件,能够保证及时换线,实现运行安全。因此,需要获取列车运行的精确位置,本发明实施方式,通过在有效卫星数量大于等于预设数量时:基于卫星定位系统、惯性定位系统和雷达定位系统获得到车位置信息;在有效卫星数量小于预设数量时:基于惯性定位系统和雷达定位系统得到磁悬浮列车位置信息,能够得到精确的列车位置和速度信息。Specifically, in the embodiments of the present invention, accurately obtaining the running position and running speed of the maglev train plays an important role in the timely switching of the turnout. Using the position of the maglev train as a trigger condition for starting the switching can ensure timely switching and achieve safe operation. Therefore, it is necessary to obtain the precise position of the train. In the embodiments of the present invention, when the number of effective satellites is greater than or equal to the preset number, the vehicle position information is obtained based on the satellite positioning system, the inertial positioning system and the radar positioning system; when the number of effective satellites is less than the preset number, the maglev train position information is obtained based on the inertial positioning system and the radar positioning system, so that accurate train position and speed information can be obtained.

另外,在有效卫星数量大于等于预设数量时:基于卫星定位系统、惯性定位系统和雷达定位系统获得到车位置信息的具体方式为:由于北斗卫星定位系统能够达到米级的误差,因此,在北斗卫星定位系统能够正常使用的情况下,基于融合算法,对两者获取的信息进行融合,使北斗卫星定位系统获取到的位置信息实时修正惯性定位系统获取的位置信息,以保证在北斗卫星定位系统不能够正常使用时,惯性定位系统也能输出较高精度的列车位置信息,并且,将通过北斗卫星定位系统和惯性定位系统融合处理后获取到的位置信息与通过雷达定位系统获得的列车位置信息进行匹配,以输出最终的磁悬浮列车位置信息,在进行列车位置信息匹配时,若通过北斗卫星定位系统和惯性定位系统融合处理后获取到的位置信息与通过雷达定位系统获得的列车位置信息之间的差值满足预设误差范围,则将各自输出的位置信息求和并平均作为最终输出的磁悬浮列车位置信息;在有效卫星数量小于预设数量时:基于惯性定位系统和雷达定位系统获得到车位置信息的具体方式为:将通过惯性定位系统处理获取到的位置信息与通过雷达定位系统获得的列车位置信息进行匹配,以输出最终的磁悬浮列车位置信息。In addition, when the number of effective satellites is greater than or equal to the preset number: the specific method of obtaining the vehicle position information based on the satellite positioning system, the inertial positioning system and the radar positioning system is: since the Beidou satellite positioning system can achieve a meter-level error, therefore, when the Beidou satellite positioning system can be used normally, based on the fusion algorithm, the information obtained by the two is fused, so that the position information obtained by the Beidou satellite positioning system can correct the position information obtained by the inertial positioning system in real time, so as to ensure that when the Beidou satellite positioning system cannot be used normally, the inertial positioning system can also output higher-precision train position information, and the position information obtained after the fusion processing of the Beidou satellite positioning system and the inertial positioning system is combined with the position information obtained by the radar positioning system. The obtained train position information is matched to output the final maglev train position information. When matching the train position information, if the difference between the position information obtained after the fusion processing of the Beidou satellite positioning system and the inertial positioning system and the train position information obtained by the radar positioning system meets the preset error range, the position information output by each of them is summed and averaged as the final output maglev train position information; when the number of effective satellites is less than the preset number: the specific method of obtaining the vehicle position information based on the inertial positioning system and the radar positioning system is: matching the position information obtained by the inertial positioning system with the train position information obtained by the radar positioning system to output the final maglev train position information.

通过雷达定位系统获得磁悬浮列车的位置实现过程为:通过车载雷达实时获取点云信息,并通过北斗卫星与多传感器融合定位系统获得的列车位置附近的轨道电子地图中的点云信息进行匹配,从而输出位置信息,可以提高激光雷达定位系统的效率,其中,轨道电子地图根据轨道设计时的位置信息以及工程建设时实际的轨道信息提前绘制。雷达定位系统中的雷达可采用激光雷达等。The process of obtaining the position of the maglev train through the radar positioning system is: obtaining point cloud information in real time through the on-board radar, and matching the point cloud information in the track electronic map near the train position obtained by the Beidou satellite and multi-sensor fusion positioning system, so as to output the position information, which can improve the efficiency of the laser radar positioning system. Among them, the track electronic map is drawn in advance according to the position information during track design and the actual track information during engineering construction. The radar in the radar positioning system can be a laser radar, etc.

在另一种实施方式汇中,图3是本发明提供的位置信息获取流程示意图,如图3所示,在卫星导航定位系统接收到4颗以上卫星数据时,通过惯性定位系统和卫星定位系统获取到列车的初步位置信息,此时需要对信息进行融合处理,本发明实施方式采用高程约束和姿态约束加入卡尔曼滤波算法,解决约束高程发散和误差发散问题,上述的约束都可以通过计算融合算法获取的,最终得到融合后的列车定位信息,具体包括:In another implementation manner, FIG3 is a schematic diagram of the location information acquisition process provided by the present invention. As shown in FIG3, when the satellite navigation positioning system receives data from more than four satellites, the preliminary location information of the train is obtained through the inertial positioning system and the satellite positioning system. At this time, the information needs to be fused. The implementation manner of the present invention adopts elevation constraints and attitude constraints to add the Kalman filter algorithm to solve the problem of constraint elevation divergence and error divergence. The above constraints can be obtained by calculating the fusion algorithm, and finally the fused train positioning information is obtained, which specifically includes:

永磁磁悬浮列车的运行速度、悬浮高度、轨道的半径等都有一定的限制,在传统的卡尔曼滤波模型中增加这些约束条件,便可进一步改进融合算法,提高利用多种传感器定位的整体精度。There are certain limitations on the running speed, suspension height, and track radius of permanent magnet maglev trains. By adding these constraints to the traditional Kalman filter model, the fusion algorithm can be further improved and the overall accuracy of positioning using multiple sensors can be improved.

设卡尔曼滤波模型中增加约束后的系统状态方程和量测方程变换为:Suppose the system state equation and measurement equation after adding constraints in the Kalman filter model are transformed into:

其中,Xk为系统状态矩阵;φk/k-1为状态转移矩阵;Wk为过程噪声;Zk状态矩阵的实际观测矩阵;Hk为状态观测矩阵;vk为测量过程中的实际噪声;Dk为约束条件转移矩阵;dk为约束条件具体数值。Among them, Xk is the system state matrix; φk/k-1 is the state transfer matrix; Wk is the process noise; Zk is the actual observation matrix of the state matrix; Hk is the state observation matrix; vk is the actual noise in the measurement process; Dk is the constraint condition transfer matrix; dk is the specific value of the constraint condition.

其目标函数为: Its objective function is:

其中,W任意正定且对称得矩阵,即观测向量的权值矩阵,为附加约束条件后的卡尔曼滤波预测值。Among them, W is any positive definite and symmetric matrix, that is, the weight matrix of the observation vector, is the Kalman filter prediction value after adding constraints.

基于目标函数与具体约束条件得到拉格朗日最优化条件式为:Based on the objective function and specific constraints, the Lagrangian optimization condition is obtained as follows:

其中:λ是拉格朗日常数向量。设Ω对λ和的一阶偏导数都为0,得到Ω最小时对应的观测值。即:Where: λ is the Lagrange constant vector. Let Ω be the relationship between λ and The first-order partial derivatives are all 0, and the corresponding The observed value of . That is:

则卡尔曼滤波算法增加约束条件后的预测值为:The predicted value of the Kalman filter algorithm after adding constraints is:

其具体过程为:The specific process is:

其中,Kk为卡尔曼增益,Pk为卡尔曼估计误差协方差矩阵,Qk为过程激励噪声的协方差矩阵,Zk为状态观测方程。Among them, Kk is the Kalman gain, Pk is the Kalman estimation error covariance matrix, Qk is the covariance matrix of the process excitation noise, and Zk is the state observation equation.

在另一种实施方式中,利用北斗导航与多传感器信息融合高精度定位具体实施流程如下:In another implementation, the specific implementation process of high-precision positioning using Beidou navigation and multi-sensor information fusion is as follows:

首先,利用运行计划初始化列车位置信息以及运行状态,当北斗卫星定位导航系统可以正常工作时则利用北斗卫星系统实时测量更新永磁磁悬浮列车的位置以及速度,其具体过程为:First, the operation plan is used to initialize the train position information and operation status. When the Beidou satellite positioning and navigation system can work normally, the Beidou satellite system is used to measure and update the position and speed of the permanent magnet maglev train in real time. The specific process is as follows:

在永磁磁悬浮列车上装有北斗卫星信号接收天线和接收机以接收北斗卫星发出星历数据,当接收到的卫星数据超过4个时,先筛选出前4位卫星的数据进行解算以得到永磁磁悬浮列车实时位置信息。但是目前北斗定位利用的是伪距定位法,即永磁磁悬浮列车上的天线接收到的北斗卫星信息为接收机运算得到的卫星信号的传输时间需乘以光速后得到永磁磁悬浮列车与该北斗卫星之间的相对距离。由于永磁磁悬浮列车接收机的时钟、北斗卫星的时钟与北斗系统中的标准时钟之间均存在不可避免的时钟误差,因此测得的距离是伪距,因此必须对误差进行补偿。利用北斗地面基准站测出误差值并对其进行修正。其运算方式为: The permanent magnet maglev train is equipped with a Beidou satellite signal receiving antenna and a receiver to receive the ephemeris data sent by the Beidou satellite. When the received satellite data exceeds 4, the data of the first 4 satellites are first screened out for solution to obtain the real-time position information of the permanent magnet maglev train. However, the current Beidou positioning method uses the pseudo-range positioning method, that is, the Beidou satellite information received by the antenna on the permanent magnet maglev train is the transmission time of the satellite signal calculated by the receiver, which needs to be multiplied by the speed of light to obtain the relative distance between the permanent magnet maglev train and the Beidou satellite. Since there are inevitable clock errors between the clock of the permanent magnet maglev train receiver, the clock of the Beidou satellite and the standard clock in the Beidou system, the measured distance is a pseudo-range, so the error must be compensated. The error value is measured and corrected using the Beidou ground reference station. The calculation method is:

其中,ρi为永磁磁悬浮列车卫星接收机解算得到的距离;(xi,yi,zi)为已知的第i颗北斗卫星的三维空间位置;(x,y,z)为需要求解的悬浮列车的三维位置;c为光速;Δt为利用北斗卫星基准基站求得的永磁磁悬浮列车接收机时钟的误差。Among them, ρ i is the distance calculated by the permanent magnet maglev train satellite receiver; ( xi , yi , zi ) is the known three-dimensional spatial position of the i-th Beidou satellite; (x, y, z) is the three-dimensional position of the levitation train to be solved; c is the speed of light; Δt is the error of the permanent magnet maglev train receiver clock obtained using the Beidou satellite reference base station.

其次,当北斗卫星因特殊地形而接受到的卫星信息少于4个而短时失效或者定位精度不够时,则利用北斗卫星导航系统与雷达、多传感器以及车载激光雷达与建立的电子地图点云信息进行匹配以推算永磁磁悬浮列车的位置以及速度信息。利用北斗卫星与多传感器以及电子地图进行信息匹配可以消除二者产生的累积误差从而大大提高永磁磁悬浮列车的定位精度。其具体过程如下:Secondly, when the Beidou satellite receives less than 4 satellite information due to special terrain and fails temporarily or the positioning accuracy is insufficient, the Beidou satellite navigation system is used to match the radar, multi-sensor and vehicle-mounted laser radar with the established electronic map point cloud information to calculate the position and speed information of the permanent magnet maglev train. Using Beidou satellites, multi-sensors and electronic maps for information matching can eliminate the cumulative error generated by the two, thereby greatly improving the positioning accuracy of the permanent magnet maglev train. The specific process is as follows:

根据加速度传感器测得的永磁磁悬浮列车的加速度信息可得:According to the acceleration information of the permanent magnet maglev train measured by the acceleration sensor, it can be obtained:

对上式的速度信息再次进行积分可以得到位置信息:Integrating the velocity information in the above formula again can get the position information:

其中,Re为地球半径。Where Re is the radius of the Earth.

另外,本发明实施方式中提供一种用多种传感器建立的数学模型为预测模型,并利用北斗卫星接收机建立的观测模型进行更新以及矫正,而且针对观测噪声设计遗忘因子对其进行动态校正。其中多传感器融合构成的预测模型为:x(k)=f(xk-1,uk-1)+Wk-1 In addition, in the embodiment of the present invention, a mathematical model established by multiple sensors is provided as a prediction model, and the observation model established by the Beidou satellite receiver is used for updating and correction, and a forgetting factor is designed for observation noise to be dynamically corrected. The prediction model formed by multi-sensor fusion is: x(k)=f(x k-1 ,u k-1 )+W k-1

其中,x=[six,siy,siz,vix,viy,viz,]T,表示k时刻第i个位置(s)和速度(v)的六维向量,控制量u为三轴加速度,则预测方程为:Where x = [s ix , s iy , s iz , vi ix , viy , vi iz ,] T , represents the six-dimensional vector of the i-th position (s) and velocity (v) at time k, and the control variable u is the three-axis acceleration. The prediction equation is:

其中,表示姿态角;Δa表示k与k-1时刻的加速度差;Wk-1表示k-1时刻系统噪声的协方差矩阵。in, represents the attitude angle; Δa represents the acceleration difference between time k and k-1; W k-1 represents the covariance matrix of the system noise at time k-1.

得到预测协方差为: The predicted covariance is:

其中,A为状态函数雅克比矩阵,为k-1时刻最优估计误差。Where A is the Jacobian matrix of the state function, is the optimal estimation error at the k-1 moment.

则BDS接收机的观测模型为:Then the observation model of the BDS receiver is:

并且本发明实施方式还提出自适应在线调节参数a,且a为:In addition, the embodiment of the present invention further proposes an adaptive online adjustment parameter a, and a is:

则扩展卡尔曼增益为:The extended Kalman gain is:

其中,Hk为h的一阶倒数,当计算得到Kk卡尔曼增益越大,则在更新方程中北斗卫星占据的比例越大;Kk卡尔曼增益越小,则在更新方程中北斗卫星占据的越小,多传感器占据的比例越大,从而实现永磁磁悬浮列车精确定位;具体地的比例值由尔曼增益的具体值确定。Among them, Hk is the first-order inverse of h. When the calculated Kk Kalman gain is larger, the proportion of Beidou satellite in the update equation is larger; the smaller the Kk Kalman gain is, the smaller the Beidou satellite in the update equation is, and the larger the proportion of multi-sensors is, thereby realizing the precise positioning of permanent magnet maglev trains; the specific proportion value is determined by the specific value of the Kalman gain.

最后,利用预先建立的轨道电子地图点云信息与车载激光雷达实时获得的点云信息进行匹配,对永磁磁悬浮列车利用北斗卫星导航以及多传感器组成的融合定位系统测量和计算列车速度和位置信息与轨道电子地图中的轨道线路点云特征参数进行匹配,并对北斗卫星系统与多传感器组成的融合定位系统进行有效校正,进一步提高系统的定位精度。Finally, the pre-established track electronic map point cloud information is matched with the point cloud information obtained in real time by the on-board lidar. The permanent magnet maglev train uses Beidou satellite navigation and a fusion positioning system composed of multiple sensors to measure and calculate the train speed and position information and match it with the track line point cloud feature parameters in the track electronic map. The fusion positioning system composed of the Beidou satellite system and multiple sensors is effectively corrected to further improve the positioning accuracy of the system.

进一步地,所述方法还包括:Furthermore, the method further comprises:

在接收到的有效卫星数据数量大于等于预设数量时:When the number of valid satellite data received is greater than or equal to the preset number:

计算有效卫星中每一有效卫星在卫星定位系统中的重要度,并按重要度由大到小排序有效卫星;Calculate the importance of each valid satellite in the satellite positioning system, and sort the valid satellites from large to small according to the importance;

基于前预设数量个有效卫星,以及惯性定位系统和雷达定位系统,得到磁悬浮列车位置信息。Based on a preset number of valid satellites, as well as an inertial positioning system and a radar positioning system, the position information of the maglev train is obtained.

具体地,在接收的卫星数据数量大于等于预设数量时:计算有效卫星中每一卫星在卫星定位系统中的重要度,并按重要度由大到小排序;基于排序位于预设数量前的卫星、惯性定位系统和雷达定位系统得到磁悬浮列车位置信息。采用这种方式,能够有效减小通过卫星定位系统获取列车位置时的计算量,提高计算速度。本实施方式中采用四颗有效卫星进行计算,能够减少计算过程中的数据计算量,且还能够保证磁悬浮列车的定位的准确性,以获得准确的位置信息。Specifically, when the number of received satellite data is greater than or equal to the preset number: calculate the importance of each valid satellite in the satellite positioning system, and sort them from large to small according to the importance; obtain the position information of the maglev train based on the satellites, inertial positioning systems and radar positioning systems that are ranked before the preset number. In this way, the amount of calculation when obtaining the train position through the satellite positioning system can be effectively reduced, and the calculation speed can be improved. In this embodiment, four valid satellites are used for calculation, which can reduce the amount of data calculation in the calculation process, and can also ensure the accuracy of the positioning of the maglev train to obtain accurate position information.

本实施方式中,卫星定位系统采用北斗卫星定位系统,再通过北斗卫星定位系统获得磁悬浮列车的位置信息时,需要保证卫星接收机构成的BDS卫星导航定位系统需要接收到4颗以上卫星数据才能确定永磁磁悬浮列车的位置,接收卫星信号的个数少于四个则不能解算到永磁磁悬浮列车的位置,然而当接收到多于4颗卫星的信号时会加大解算时的工作量,从而影响系统的实时性,因此如何选择的接收到的多个卫星信号是本发明重点研究对象之一。其具体过程如下:In this embodiment, the satellite positioning system adopts the Beidou satellite positioning system. When the location information of the maglev train is obtained through the Beidou satellite positioning system, it is necessary to ensure that the BDS satellite navigation positioning system composed of the satellite receiver needs to receive more than 4 satellite data to determine the position of the permanent magnet maglev train. If the number of received satellite signals is less than four, the position of the permanent magnet maglev train cannot be solved. However, when more than 4 satellite signals are received, the workload of the solution will increase, thereby affecting the real-time performance of the system. Therefore, how to select the multiple satellite signals received is one of the key research objects of the present invention. The specific process is as follows:

设永磁磁悬浮列车卫星接收机接收到n颗北斗卫星信号则第n颗北斗卫星的观测矩阵为Hn,将接收到的第j(j=l,2,3,…,n)颗卫星信息忽略,可以获得n-1颗北斗卫星信息的观测矩阵忽略前后2个观测矩阵的递推关系为:Assume that the permanent magnet maglev train satellite receiver receives n Beidou satellite signals, then the observation matrix of the nth Beidou satellite is H n , and the received jth (j = l, 2, 3, ..., n) satellite information is ignored, and the observation matrix of n-1 Beidou satellite information can be obtained Ignoring the recursive relationship between the two observation matrices before and after, the following is:

其中,hj表示第j颗北斗卫星的观测向量,且则:Where hj represents the observation vector of the jth BeiDou satellite, and make but:

其中,为一个标量,记作Sjj,可得到:in, is a scalar, denoted as S jj , we can get:

表征n个北斗卫星组合的卫星系统受到第j颗卫星影响的大小:use Characterizes the magnitude of the impact of the jth satellite on the satellite system of the n Beidou satellite combination:

根据上述过程可以分别计算接收到的各个卫星所占定位系统的重要程度,按重要度由大到小进行排序,选取排序位于前四位的卫星为卫星定位系统中的定位卫星,用于后续输出,与雷达定位系统、惯性定位系统相结合以得到磁悬浮列车精确的位置信息。According to the above process, the importance of each satellite received in the positioning system can be calculated respectively, and the satellites are sorted from large to small in importance. The top four satellites are selected as positioning satellites in the satellite positioning system for subsequent output and combined with the radar positioning system and inertial positioning system to obtain the precise position information of the maglev train.

进一步地,在道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,包括:Furthermore, during the movement of the turnout motor, based on the actual movement amount and theoretical movement amount of each turnout motor, the preset movement speed corresponding to each turnout motor is compensated, including:

实时获取每一道岔电机的实际移动量和理论移动量;Obtain the actual and theoretical movement of each turnout motor in real time;

基于每一道岔电机的实际移动量和理论移动量,确定每一道岔电机的位移误差和误差变化率;Based on the actual movement amount and theoretical movement amount of each turnout motor, the displacement error and error change rate of each turnout motor are determined;

基于每一道岔电机对应的位移误差和误差变化率,得到每一道岔电机对应的位置补偿量;Based on the displacement error and error change rate corresponding to each turnout motor, the position compensation amount corresponding to each turnout motor is obtained;

基于每一道岔电机对应的位置补偿量,修正每一道岔电机对应的预设移动速度。Based on the position compensation amount corresponding to each switch motor, the preset moving speed corresponding to each switch motor is corrected.

具体地,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,具体过程为:Specifically, based on the actual movement amount and theoretical movement amount of each turnout motor, the preset movement speed corresponding to each turnout motor is compensated. The specific process is:

通过设置的传感器系统实时检测或者按预设采样时间检测每一道岔电机实际移动量,具体可以采用设置在电机上的测距传感器等测量电机的实际移动量,由于每一道岔电机的移动速度不同,因此,其实际移动量也不同,同时通过公式计算出每一道岔电机的理论移动量,并将实际移动量和理论移动量之间的差值作为位移误差,并根据相邻采样时间确定误差变化率,其中,连续相邻的采样时间的位移误差在增加,说明此时的误差变化率为正值,需要及时对该道岔电机进行速度补偿,以减小位移误差,此时对应输出位置补偿量;以道岔电机缺少位移为例:由于采样时间和移动速度已知,因此可直接获取当前采样时刻与下一采样时刻道岔电机应该行走的移动量,并将位置补偿量叠加在下一采样时刻道岔电机应该行走的移动量上,转换为提高道岔电机在当前采样时刻与下一采样时刻之间的移动速度(即在目标移动速度的基础上加上补偿后的速度),以在下一采样时刻补偿位移误差,并在后续的采样时刻进行持续的动态控制,并实现每一电机的协同控制;同理,道岔电机行走位移过多,与上述的道岔电机缺少位移处理方法相同,此处不再赘述。The actual movement of each turnout motor is detected in real time by the set sensor system or according to the preset sampling time. Specifically, the actual movement of the motor can be measured by a distance measuring sensor set on the motor. Since the movement speed of each turnout motor is different, its actual movement is also different. At the same time, the theoretical movement of each turnout motor is calculated by the formula, and the difference between the actual movement and the theoretical movement is used as the displacement error, and the error change rate is determined according to the adjacent sampling time. Among them, the displacement error of consecutive adjacent sampling times is increasing, indicating that the error change rate at this time is positive, and the speed compensation of the turnout motor needs to be performed in time to reduce the displacement error. At this time, the corresponding output position compensation Amount; Take the lack of displacement of the turnout motor as an example: Since the sampling time and the moving speed are known, the movement amount that the turnout motor should travel at the current sampling moment and the next sampling moment can be directly obtained, and the position compensation amount is superimposed on the movement amount that the turnout motor should travel at the next sampling moment, which is converted to increase the moving speed of the turnout motor between the current sampling moment and the next sampling moment (that is, the compensated speed is added to the target moving speed) to compensate for the displacement error at the next sampling moment, and continuous dynamic control is performed at subsequent sampling moments, and coordinated control of each motor is realized; similarly, if the turnout motor travels too much, it is the same as the above-mentioned method for processing the lack of displacement of the turnout motor, which will not be repeated here.

更进一步地,如果获取的位移误差小于预设值,则可以认为道岔电机实际移动量与理论移动量仅存在细微的差别,不会对道岔梁整体移动产生影响,此时可以选择不进行速度补偿。Furthermore, if the obtained displacement error is less than the preset value, it can be considered that there is only a slight difference between the actual movement of the turnout motor and the theoretical movement, which will not affect the overall movement of the turnout beam. At this time, speed compensation can be chosen not to be performed.

进一步地,所述基于每一道岔电机对应的位移误差和误差变化率,得到每一道岔电机对应的位置补偿量,包括:Furthermore, the position compensation amount corresponding to each turnout motor is obtained based on the displacement error and error change rate corresponding to each turnout motor, including:

以每一道岔电机对应的位移误差和误差变化率为输入,基于预设的模糊控制规则计算得到每一道岔电机对应的位置补偿量。The displacement error and error change rate corresponding to each turnout motor are used as input, and the position compensation amount corresponding to each turnout motor is calculated based on the preset fuzzy control rules.

具体地,在通过比较每一道岔电机的理论移动量和实际移动量,得到位移误差和误差变化率后,基于预设的模糊控制规则能够计算出对应的位置补偿量,从而精确补偿每一道岔电机对应的预设移动速度,以消除位移误差,并且在补偿速度后,道岔电机在移动过程中,能够保证道岔梁的应力满足设定要求。更具体地,选用三角形型隶属度函数,模糊推理利用Mamdani推理。Specifically, after the displacement error and error change rate are obtained by comparing the theoretical movement amount and the actual movement amount of each turnout motor, the corresponding position compensation amount can be calculated based on the preset fuzzy control rule, so as to accurately compensate the preset movement speed corresponding to each turnout motor to eliminate the displacement error, and after the speed is compensated, the turnout motor can ensure that the stress of the turnout beam meets the set requirements during the movement. More specifically, a triangular membership function is selected, and the fuzzy reasoning uses Mamdani reasoning.

进一步地,所述目标移动量通过以下公式计算得到:Furthermore, the target movement amount is calculated by the following formula:

其中,yn为每一道岔电机对应的轨道拟合曲线函数;y′n为yn的一阶导数;y′n′为yn的二阶导数;Ln为道岔电机的理论移动量;ln为道岔电机位置与道岔梁的固定端之间的距离;ρn为道岔梁换线时所需的曲率半径的倒数。Among them, yn is the track fitting curve function corresponding to each turnout motor; y′n is the first-order derivative of yn ; y′n ′ is the second-order derivative of yn ; Ln is the theoretical movement of the turnout motor; ln is the distance between the turnout motor position and the fixed end of the turnout beam; ρn is the inverse of the curvature radius required when the turnout beam is changed.

具体地,目标移动量可以通过以上公式进行计算,其中,ln为道岔电机位置与道岔梁的固定端之间的距离,不同道岔电机与道岔梁的固定端之间的距离均不同,并且,yn为每一道岔电机对应的轨道拟合曲线函数,由于每一道岔电机的目标移动位置以及移动速度已知,则可以得到道岔电机在对应时刻的移动量,以确定出道岔电机此时应处于的位置,而每个道岔电机所处的位置决定了道岔梁整体的曲率半径,因此,利用matlab自带的拟合工具将具体数据进行拟合,得到每一道岔电机对应的轨道拟合曲线函数,从而可以准确计算出道岔电机的理论移动量;另外,还可以根据具体轨道建设的数据就可以对每个电机位进行拟合,得到每一道岔电机对应的轨道拟合曲线函数。其中,每一道岔电机对应的轨道拟合曲线函数可以根据实际的道岔梁移动量来确定,从而确定出每一道岔电机对应的道岔梁换线时所需的曲率半径。ρn为道岔梁换线时所需的曲率半径的倒数,只有保证每一道岔电机的对应的道岔梁换线时所需的曲率半径满足要求,才能够保证道岔梁整体的应力分布满足要求,因此,在换线过程中,不同采样时间下ρn具体的数值不同。Specifically, the target movement amount can be calculated by the above formula, wherein l n is the distance between the position of the turnout motor and the fixed end of the turnout beam, and the distance between different turnout motors and the fixed end of the turnout beam is different, and y n is the track fitting curve function corresponding to each turnout motor. Since the target moving position and moving speed of each turnout motor are known, the movement amount of the turnout motor at the corresponding moment can be obtained to determine the position where the turnout motor should be at this time, and the position of each turnout motor determines the overall curvature radius of the turnout beam. Therefore, the specific data is fitted using the fitting tool provided by matlab to obtain the track fitting curve function corresponding to each turnout motor, so that the theoretical movement amount of the turnout motor can be accurately calculated; in addition, each motor position can be fitted according to the data of the specific track construction to obtain the track fitting curve function corresponding to each turnout motor. Among them, the track fitting curve function corresponding to each turnout motor can be determined according to the actual movement amount of the turnout beam, so as to determine the curvature radius required for the turnout beam corresponding to each turnout motor when changing the line. ρ n is the inverse of the curvature radius required for the switch beam to change lines. Only when the curvature radius required for the switch beam corresponding to each switch motor to change lines meets the requirements can the overall stress distribution of the switch beam meet the requirements. Therefore, during the line change process, the specific value of ρ n is different at different sampling times.

在另一种实施方式中,Ln为道岔电机的理论移动量也可以替换为随采样时间变化的预设移动量,且不同采样时刻对应的道岔电机的预设移动量不同,在每一次采样过程中,均要对比道岔电机的预设移动量和实际移动量来进行速度的调整,保证道岔电机在下一次采样时刻移动到该时刻对应的预设位置上,并在,在这个过程中,需要对每一个道岔电机进行实时的理论移动量和实际移动量的比较,实现实时调节。In another embodiment, Ln is the theoretical movement of the turnout motor and can also be replaced by a preset movement that changes with the sampling time, and the preset movement of the turnout motor corresponding to different sampling moments is different. In each sampling process, the preset movement of the turnout motor and the actual movement are compared to adjust the speed to ensure that the turnout motor moves to the preset position corresponding to the moment at the next sampling moment. In this process, it is necessary to compare the real-time theoretical movement and actual movement of each turnout motor to achieve real-time adjustment.

图4是本发明提供的磁悬浮轨道交通运行控制系统的工作流程示意图,如图4所示,本发明实施方式还提供一种磁悬浮轨道交通运行控制系统,包括:车载系统、信息融合系统和道岔控制系统,所述信息融合系统分别与所述车载系统和所述道岔控制系统通信连接;FIG4 is a schematic diagram of the working process of the maglev rail transit operation control system provided by the present invention. As shown in FIG4 , an embodiment of the present invention further provides a maglev rail transit operation control system, including: an on-board system, an information fusion system and a turnout control system, wherein the information fusion system is respectively connected to the on-board system and the turnout control system in communication;

所述车载系统用于实时测量磁悬浮列车位置信息;The on-board system is used to measure the position information of the maglev train in real time;

所述信息融合系统用于根据接收的所述磁悬浮列车位置信息,输出对应的道岔控制指令;The information fusion system is used to output corresponding turnout control instructions according to the received position information of the maglev train;

所述道岔控制系统用于根据所述道岔控制指令,同步控制对应的道岔电机按对应的预设移动速度移动,以及在每一道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,对每一道岔电机对应的预设移动速度进行补偿,直至每一道岔电机移动至对应的目标移动位置。The turnout control system is used to synchronously control the corresponding turnout motor to move at the corresponding preset moving speed according to the turnout control instruction, and during the movement of each turnout motor, compensate the preset moving speed corresponding to each turnout motor based on the actual movement amount and theoretical movement amount of each turnout motor until each turnout motor moves to the corresponding target moving position.

具体地,多个换线驱动电机在信息融合控制中心的指令下相互协同动作,带动永磁轨道以及道岔梁弯曲到指定的位置,在永磁磁浮道岔换线的过程中,不同处的道岔换线驱动电机所受到阻力不同且可能受到不确定额外的扰动,因此使道岔走行位置与标准给定的有所差别,所以需要信息融合中心在换线过程中利用多种传感器采集各个驱动电机的运动状态以及移动距离并对存在误差的电机输出进行补偿。Specifically, multiple line-changing drive motors work in coordination with each other under the command of the information fusion control center to drive the permanent magnet track and the switch beam to bend to the specified position. During the line-changing process of the permanent magnet maglev switch, the switch line-changing drive motors at different locations are subject to different resistances and may be subject to uncertain additional disturbances, causing the switch running position to be different from the standard given position. Therefore, the information fusion center is required to use a variety of sensors to collect the motion status and moving distance of each drive motor during the line-changing process and compensate for the motor output with errors.

另外,车载系统、信息融合系统和道岔控制系统之间相互通信连接,为了保证各个系统件数据传输的稳定,对车辆与信息融合系统的通讯系统进行优化。目前轨道交通广泛采用标准WLAN技术的车地通讯技术,而该技术存在覆盖范围较小、可靠性较差、易受到其他信号的干扰、服务质量不能得到保障等问题,本发明提出基于5G技术以改善永磁磁悬浮列车地车现有通信技术的不足,该系统是基于第五代通信技术的车地通信系统。其系统的安全性以及列车通讯数据的传输速度都远远优于当前系统。In addition, the vehicle-mounted system, information fusion system and turnout control system are interconnected. In order to ensure the stability of data transmission of each system component, the communication system between the vehicle and the information fusion system is optimized. At present, rail transit widely uses vehicle-to-ground communication technology based on standard WLAN technology, but this technology has problems such as small coverage, poor reliability, susceptibility to interference from other signals, and service quality cannot be guaranteed. The present invention proposes to improve the shortcomings of existing communication technology between permanent magnet maglev trains and vehicles based on 5G technology. This system is a vehicle-to-ground communication system based on the fifth generation of communication technology. The security of its system and the transmission speed of train communication data are far superior to the current system.

对于城市永磁磁悬浮轨道交通而言,站点设置的距离一般小于lkm,因此由5G小基站技术特点可知每站点配置1套5G小基站就可满足信号系统的车地通信的需要。当两车站间隔大于1.2km时,为保障系统的有效性应适当位置增加1套5G小基站以满足车地无线通信的优良性能。For urban permanent magnet maglev rail transit, the distance between stations is generally less than 1km. Therefore, according to the technical characteristics of 5G small base stations, one 5G small base station per station can meet the needs of vehicle-to-ground communication of the signal system. When the distance between two stations is greater than 1.2km, in order to ensure the effectiveness of the system, one 5G small base station should be added at an appropriate location to meet the excellent performance of vehicle-to-ground wireless communication.

图5是本发明提供的磁悬浮轨道交通运行控制系统的整体流程示意图,本发明提出的换线道岔多电机协同控制方法主要实现对永磁道岔的状态进行管理,接收信息融合中心发出的永磁道岔换线指令,实现各个电机之间的协同控制、状态监测以及故障诊断与解除等功能。5 is a schematic diagram of the overall flow of the magnetic levitation rail transit operation control system provided by the present invention. The multi-motor coordinated control method for line-changing turnouts proposed by the present invention mainly manages the status of permanent magnet turnouts, receives permanent magnet turnout line-changing instructions issued by the information fusion center, and realizes coordinated control, status monitoring, fault diagnosis and elimination among various motors.

如图5可知系统由组程序中初始化与自检开始并实时监测通信模块,通信模块奖励各个子模块的连接后可以实现永磁岔道的状态以及切换管理,并且由协同控制模块实现各个电机之间的协同控制,并且该系统一直进行该循环,以随时完成道岔的控制任务,其中多电机之间的协同控制是本发明中的重点设计对象。具体地,得到精确的永磁磁悬浮列车的位置以及速度信息后,在列车运行到预设位置时,道岔进入换线流程。As shown in Figure 5, the system starts with initialization and self-checking in the group program and monitors the communication module in real time. After the communication module rewards the connection of each submodule, the state and switching management of the permanent magnet turnout can be realized, and the coordinated control between each motor is realized by the coordinated control module, and the system has been performing this cycle to complete the control task of the turnout at any time, wherein the coordinated control between multiple motors is the key design object in the present invention. Specifically, after obtaining the accurate position and speed information of the permanent magnet maglev train, when the train runs to the preset position, the turnout enters the line change process.

图6是本发明提供的道岔控制系统的控制流程示意图,如图6所示,永磁磁悬浮轨道道岔控制系统响应信息融合系统发送来的换线命令,并且协同控制换线电机带着道岔梁转辙到位,而且需要在电机运动过程中实时监控永磁道岔梁与电机的运行状态,在电机故障发生故障时及启动安全防护措施。永磁磁浮道岔的高效安全控制是永磁磁悬浮列车安全高效运行过程中的重要环节,其状态切换如图6。FIG6 is a schematic diagram of the control flow of the turnout control system provided by the present invention. As shown in FIG6 , the permanent magnet maglev track turnout control system responds to the line change command sent by the information fusion system, and coordinates the line change motor to bring the turnout beam to the right position, and needs to monitor the operating status of the permanent magnet turnout beam and the motor in real time during the motor movement, and initiate safety protection measures when the motor fails. The efficient and safe control of the permanent magnet maglev turnout is an important link in the safe and efficient operation of the permanent magnet maglev train, and its state switching is shown in FIG6 .

图6中命令等待为等待接收地面信息融合处理中心(即信息融合系统)传来的换线指令,接收到转辙指令消息后跳转到状态检测状态;状态检测主要对I/O状态进行检测判断I/O单元以及电机驱动单元是否就绪,如果就绪就向道岔解锁单元发送就绪命令,如果有故障则向故障处理单元发送故障信息;道岔解锁单元主要执行道岔解锁任务,当接收到状态检测单元的系统信号后激活电机以及解锁电机锁定,如果锁闭顺利解除则将解除锁闭信号传入协同控制模块,否则传入故障诊断模块;当解锁信号传入后协同控制单元对永磁道岔换线电机进行协同控制使各个电机运行到指定位置,当各个电机在规定的时间内运行到指定的位置则将运行到位信号传入道岔锁闭单元,否则视为协同单元故障并将故障信息传入故障处理单元;当道岔锁闭单元接收到协同单元电机运行到位信号后对各个电机进行锁闭以防电机再次运行而造成危险,如果锁闭成功则将锁闭成功的信号传入命令等待单元在传给信息融合中心告知永磁磁悬浮列车可以安全通过,否则将锁闭故障信号传入故障处理单元,并且通过信号灯系统进行显示;当故障处理单元接收到不同单元传入的故障信号后,对其故障信号进行故障编码,并根据故障代码寻找解决方案,如果在建立的故障苦衷可以找到解决方案这根据建立的故障库里的解除故障方案进行故障排除,并将故障排除信号传回信息融合中心,否则生成故障不能自行解决代码传给维修中心进行故障解除并将给故障代码以及维修中心的解决方案保存到故障库中,以避免再次遇到该故障后系统自行解决。The command waiting in Figure 6 is waiting to receive the line change command from the ground information fusion processing center (i.e., the information fusion system), and jumps to the status detection state after receiving the switch command message; the status detection mainly detects the I/O status to determine whether the I/O unit and the motor drive unit are ready. If ready, a ready command is sent to the turnout unlocking unit, and if there is a fault, a fault information is sent to the fault processing unit; the turnout unlocking unit mainly performs the turnout unlocking task, and activates the motor and unlocks the motor lock after receiving the system signal from the status detection unit. If the lock is successfully released, the unlocking signal is transmitted to the collaborative control module, otherwise it is transmitted to the fault diagnosis module; when the unlocking signal is transmitted, the collaborative control unit collaboratively controls the permanent magnet turnout line change motor to make each motor run to the specified position. When each motor runs to the specified position within the specified time, the running in place signal is transmitted to the turnout locking unit, otherwise it is regarded as a collaborative unit failure and the fault information is transmitted Enter the fault processing unit; when the turnout locking unit receives the signal from the cooperative unit that the motor has reached its position, it locks each motor to prevent the motor from running again and causing danger. If the locking is successful, the signal of successful locking is transmitted to the command waiting unit and then transmitted to the information fusion center to inform the permanent magnet maglev train that it can pass safely. Otherwise, the locking fault signal is transmitted to the fault processing unit and displayed through the signal light system; when the fault processing unit receives the fault signal transmitted by different units, it encodes the fault signal and looks for a solution based on the fault code. If a solution can be found in the established fault, the fault is eliminated according to the fault elimination solution in the established fault library, and the fault elimination signal is transmitted back to the information fusion center. Otherwise, a fault cannot be solved by itself code is generated and transmitted to the maintenance center for fault elimination, and the fault code and the solution of the maintenance center are saved in the fault library to avoid the system solving the problem by itself after encountering the fault again.

本发明建立信息融合系统,将永磁磁悬浮列车的位置、速度等信息以及岔道电机位置、锁定等信息进行集中处理,以消除各模块集成度第、容易产生通信错误等问题,信息融合系统是永磁磁悬浮轨道交通道岔智能控制的主要技术保障系统。将信息融合的思想引入智能道岔控制系统中,以其实现开放式架构的综合信息处理平台。实现各个子系统之间信息共享、实时监控、多模式应答等关键技术。信息融合系统具有决策支持、行车安全保障和多系统数据资源效益最大化等重要作用。The present invention establishes an information fusion system to centrally process the information such as the position and speed of the permanent magnet maglev train and the position and locking of the turnout motor, so as to eliminate the problems of the low integration of each module and the easy generation of communication errors. The information fusion system is the main technical guarantee system for the intelligent control of the permanent magnet maglev rail transit turnout. The idea of information fusion is introduced into the intelligent turnout control system to realize a comprehensive information processing platform with an open architecture. Key technologies such as information sharing, real-time monitoring, and multi-mode response are realized between various subsystems. The information fusion system has important functions such as decision support, driving safety guarantee, and maximization of the benefits of multi-system data resources.

信息融合系统为永磁磁悬浮轨道交通道岔控制信息处理提供统一的平台,该信息融合中心能够实现道岔系统的自动控制有效减小车站管理人员控制道岔的劳动强度,提高了道岔系统的反应速度和科学决策能力,有效地提高永磁磁悬浮列车的通过效率。从而保障了永磁磁悬浮轨道交通的运输安全,将各个系统的信息充分整合、以发挥各种信息最大的综合效益。The information fusion system provides a unified platform for the control information processing of permanent magnet maglev rail transit turnouts. The information fusion center can realize the automatic control of the turnout system, effectively reduce the labor intensity of station managers controlling the turnouts, improve the response speed and scientific decision-making ability of the turnout system, and effectively improve the passing efficiency of permanent magnet maglev trains. Thus, the transportation safety of permanent magnet maglev rail transit is guaranteed, and the information of each system is fully integrated to maximize the comprehensive benefits of various information.

进一步地,所述车载系统包括:卫星定位系统、惯性定位系统和雷达定位系统。具体地,结合卫星定位系统、惯性定位系统和雷达定位系统三个系统进行磁悬浮列车的定位,能够保证列车的定位精度。Furthermore, the vehicle-mounted system includes: a satellite positioning system, an inertial positioning system and a radar positioning system. Specifically, the positioning of the maglev train is performed by combining the satellite positioning system, the inertial positioning system and the radar positioning system, which can ensure the positioning accuracy of the train.

进一步地,所述道岔控制系统包括:协同控制器和多个单道岔电机控制器;Further, the turnout control system comprises: a coordinated controller and a plurality of single turnout motor controllers;

所述协同控制器用于基于道岔控制指令,同步向每一单道岔电机控制器发送控制信号,以及在道岔电机移动过程中,基于每一道岔电机的实际移动量和理论移动量,同步向每一道岔电机对应的单道岔电机控制器发送速度补偿信号;The collaborative controller is used to synchronously send a control signal to each single turnout motor controller based on the turnout control instruction, and synchronously send a speed compensation signal to the single turnout motor controller corresponding to each turnout motor based on the actual movement amount and theoretical movement amount of each turnout motor during the movement of the turnout motor;

每一单道岔电机控制器用于根据接收到的控制信号和速度补偿信号控制对应的道岔电机移动。Each single turnout motor controller is used to control the movement of the corresponding turnout motor according to the received control signal and speed compensation signal.

具体地,图7是本发明提供的协同控制器的控制原理示意图,本发明设计的协同控制结构如图7所示:协同控制器主要分为两部分,分别为电机位置解算器和误差协同补偿器。位置解算器主要实时解算永磁轨到道岔换线电机的位置,然后利用并行协同控制方式以及传感器信息输出各个道岔驱动电机的位置信息。而当道岔换线电机受到某方面的干扰而失位时协同补偿器将发生作用对其进行补偿。因此该控制器可以确保各个驱动电机之间能够高精度协同运行。其具体设计方案如下:Specifically, Figure 7 is a schematic diagram of the control principle of the collaborative controller provided by the present invention. The collaborative control structure designed by the present invention is shown in Figure 7: The collaborative controller is mainly divided into two parts, namely the motor position solver and the error collaborative compensator. The position solver mainly solves the position of the permanent magnet rail to the turnout line-changing motor in real time, and then uses the parallel collaborative control method and sensor information to output the position information of each turnout drive motor. When the turnout line-changing motor is out of position due to some interference, the collaborative compensator will take effect to compensate for it. Therefore, the controller can ensure that each drive motor can operate in coordination with high precision. The specific design scheme is as follows:

设计位置解算器:根据道岔换线驱动电机协同关系式得出的道岔换线驱动电机的位移为:Design position solver: According to the coordination relationship of the turnout line change drive motor, the displacement of the turnout line change drive motor is:

其中,yn为每一道岔电机对应的轨道拟合曲线函数;y′n为yn的一阶导数;y′n′为yn的二阶导数;Ln为道岔电机的理论移动量;ln为道岔电机位置与道岔梁的固定端之间的距离;ρn为道岔梁换线时所需的曲率半径的倒数,因此由上式可知道岔换线电机的位移与换线道岔梁的弯曲半径有关,即:Among them, yn is the track fitting curve function corresponding to each turnout motor; y′n is the first-order derivative of yn ; y′n ′ is the second-order derivative of yn ; Ln is the theoretical movement of the turnout motor; ln is the distance between the position of the turnout motor and the fixed end of the turnout beam; ρn is the inverse of the curvature radius required when the turnout beam is changed. Therefore, it can be known from the above formula that the displacement of the turnout motor is related to the bending radius of the turnout beam, that is:

Ln=(ρn)。位置解算器就是实时计算换线道岔梁体弯曲的曲率即ρn,并实时计算各个电机的位移量,利用并行协同控制的位置解算器以实现道岔换线电机的协同控制。L n =(ρ n ). The position solver calculates the curvature of the turnout beam in real time, namely ρ n , and the displacement of each motor in real time. The position solver of parallel cooperative control is used to realize the cooperative control of the turnout motor.

基于模糊控制的协同补偿器设计:永磁道岔换线电机与换线道岔梁是一种强耦合关系,由于换线岔道梁包含永磁轨道和钢体梁,二者材料不同,弹力特性差别巨大,而且换线岔道梁与换线电机之间的强耦合关系使得几乎不可能建立弹性形变模型。当换线道岔系统工作过程中受到扰动较小时依靠电机的自稳定调节可能不会影响整个系统的协同性,当系统受到扰动超过自稳定调节的范围时必须对电机进行额外的协同补偿,因此本发明提出建立模糊控制规则库对其进行补偿。Design of cooperative compensator based on fuzzy control: The permanent magnet turnout line-changing motor and the line-changing turnout beam are in a strong coupling relationship. Since the line-changing turnout beam contains a permanent magnet track and a steel beam, the two are made of different materials and have very different elastic properties. In addition, the strong coupling relationship between the line-changing turnout beam and the line-changing motor makes it almost impossible to establish an elastic deformation model. When the line-changing turnout system is slightly disturbed during operation, the self-stabilizing adjustment of the motor may not affect the coordination of the entire system. When the system is disturbed beyond the range of the self-stabilizing adjustment, the motor must be additionally compensated. Therefore, the present invention proposes to establish a fuzzy control rule library to compensate for it.

基于模糊控制的协同补偿器的输入为换线道岔驱动电机解算得到的位移误差e及其变化率ec,输出为换线道岔电机位置的补偿量u。其论域分别为[-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6]、[-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6]和[-3,-2,-1,0,1,2,3],将e、ec以及u的模糊子集均设置为“负大(NB)”、“负中(NM)”、“负中(NM)”、“负小(NS)”、“零(ZO)”、“正小(PS)”、“正中(PM)”和“”正大(PB),选用三角形型隶属度函数,模糊推理利用Mamdani推理。The input of the cooperative compensator based on fuzzy control is the displacement error e and its change rate ec calculated by the drive motor of the line-changing turnout, and the output is the compensation amount u of the position of the line-changing turnout motor. Its domains are [-6, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, 6], [-6, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, 6] and [-3, -2, -1, 0, 1, 2, 3], and the fuzzy subsets of e, ec and u are set to "negative large (NB)", "negative medium (NM)", "negative medium (NM)", "negative small (NS)", "zero (ZO)", "positive small (PS)", "positive medium (PM)" and "positive large (PB). The triangular membership function is selected, and the fuzzy reasoning uses Mamdani reasoning.

协同补偿器接收位移误差e和变化率ec,当换线道岔系统受到扰动后各个驱动电机能够根据建立的模糊控制规则库对存在协同误差的换线道岔驱动电机进行快速实时补偿,以保证换线道岔系统的协同性。其具体过程为:当协同补偿器接收接收的e和ec符号相同时,表明驱动电机位移误差将越来越大,此时必须立即补偿驱动电机,以消除位移误差;当系统输入e、和ec符号相异时,表明此时虽然偏差较大但是误差有变小的趋势,因此应该输出较小的补偿或不补偿;当ec较小,但e一直存在时,需要对输出进行适量补偿。The cooperative compensator receives the displacement error e and the rate of change ec. When the line-changing turnout system is disturbed, each drive motor can quickly and in real time compensate the line-changing turnout drive motor with cooperative error according to the established fuzzy control rule base to ensure the coordination of the line-changing turnout system. The specific process is: when the signs of e and ec received by the cooperative compensator are the same, it indicates that the displacement error of the drive motor will become larger and larger. At this time, the drive motor must be compensated immediately to eliminate the displacement error; when the system input e and ec have different signs, it indicates that although the deviation is large at this time, the error has a tendency to decrease, so a smaller compensation or no compensation should be output; when ec is small, but e always exists, the output needs to be compensated appropriately.

图8是本发明提供的多道岔电机控制流程图,如图8可知多电机之间的协同控制包含以下具体内容,首先,位置解算器解算出规定换线时间内电机应移动的距离,以控制各个电机的运行量;其次,通过队列消息解析得到各个电机以及其位置状态信息;而后,根据前边的工作可以得出电机实时的位移误差大小以及误差的变化趋势,协同补偿器利用模糊控制规则可对其进行补偿;然后将各个顶级的位置信息传入消息队列,在通过通信单元传给信息融合中心以便于进一步处理;最后判断电机是否在规定的时间内运行到位,如果没有这继续上述步骤,若到位则结束上述步骤,完成当前的位移误差的补偿。Figure 8 is a control flow chart of multiple turnout motors provided by the present invention. As shown in Figure 8, the coordinated control between multiple motors includes the following specific contents: first, the position solver calculates the distance that the motor should move within the specified line change time to control the operation amount of each motor; secondly, the queue message is parsed to obtain the information of each motor and its position status; then, according to the previous work, the real-time displacement error size of the motor and the error change trend can be obtained, and the coordinated compensator can compensate for it using fuzzy control rules; then, each top-level position information is passed into the message queue, and then transmitted to the information fusion center through the communication unit for further processing; finally, it is determined whether the motor is in place within the specified time. If not, continue with the above steps. If so, end the above steps to complete the compensation of the current displacement error.

图9是本发明提供的单道岔电机控制器的控制原理示意图,跨坐式永磁磁浮道岔换线设备是非常精密的运动控制电机,需要使电机行走位置非常精确,不仅如此在长大干线中,快速的道岔转辙响应保证永磁磁悬浮列车的运营效率。因此对道岔电机走行的位置和响应速率都应保持最优的控制,道岔驱动电机由位置、转速、转矩三闭环控制系统组成,其具体由最外环的位置环、中间环的转速环以及最内环的电流环组成。根据永磁同步电机的数学模型,本发明利用电压空间矢量PWM控制方法,设计的单电机控制系统结构框图如图9所示,其中,SVPWM为以三相对称正弦波电压供电时三相对称电动机定子理想磁链圆为参考标准,以三相逆变器不同开关模式作适当的切换,从而形成PWM波,以所形成的实际磁链矢量来追踪其准确磁链圆;IPM为智能功率模块(Intelligent Power Module),是一种先进的功率开关器件;PMSM为永磁同步电机(permanent magnet synchronous motor)。Fig. 9 is a schematic diagram of the control principle of a single turnout motor controller provided by the present invention. The straddle-type permanent magnet maglev turnout line-changing equipment is a very precise motion control motor, which requires the motor to move in a very precise position. Moreover, in long and large trunk lines, the rapid turnout switching response ensures the operating efficiency of the permanent magnet maglev train. Therefore, the position and response rate of the turnout motor should be optimally controlled. The turnout drive motor is composed of a three-loop control system of position, speed, and torque, which is specifically composed of the outermost position loop, the middle speed loop, and the innermost current loop. According to the mathematical model of the permanent magnet synchronous motor, the present invention uses the voltage space vector PWM control method to design a single motor control system structure block diagram as shown in Figure 9, wherein SVPWM is a reference standard for the ideal stator flux circle of a three-phase symmetrical motor when powered by a three-phase symmetrical sinusoidal voltage, and different switching modes of the three-phase inverter are appropriately switched to form a PWM wave, and the actual flux vector formed is used to track its accurate flux circle; IPM is an intelligent power module (Intelligent Power Module), which is an advanced power switching device; PMSM is a permanent magnet synchronous motor (permanent magnet synchronous motor).

设计换线电机控制算法的核心为将换线电机等效的传递函数适当的简化降阶,然后利用技术成熟且简单的控制器对其进行控制。由于本发明的换线电机采用的是永磁同步电机,而随着近几年智能控制算法的发展,许多控制算法也应用于永磁同步电机,如神经网络、自适应、自抗扰等等,这些方法虽然比较智能但是其内部的参数数量很多参数调试非常麻烦,因此以目前的技术水平还不适合用于永磁磁悬浮轨道交通。应用在工业上发展相当成熟的PID控制算法,控制精度较高及动态响应较快基本满足永磁磁浮道岔控制系统要求,并且只有三个参数有利于现场调试整定。但其参数一旦确定将不能自主改变,因此其抗干扰能力较差,本发明在PID算法的基础上加入模糊控制算法设计模糊PID控制器,根据静音构建模糊规则库,当系统遇到较大扰动时根据模糊规则响应调整PID控制器的参数以提高系统的抗干扰能力。The core of designing the line-changing motor control algorithm is to appropriately simplify and reduce the equivalent transfer function of the line-changing motor, and then use a mature and simple controller to control it. Since the line-changing motor of the present invention adopts a permanent magnet synchronous motor, and with the development of intelligent control algorithms in recent years, many control algorithms are also applied to permanent magnet synchronous motors, such as neural networks, adaptive, self-interference resistance, etc. Although these methods are relatively intelligent, the number of internal parameters is large and the parameter debugging is very troublesome. Therefore, it is not suitable for permanent magnet maglev rail transit at the current technical level. The PID control algorithm, which is quite mature in industrial development, has high control accuracy and fast dynamic response, which basically meets the requirements of the permanent magnet maglev turnout control system, and only three parameters are conducive to on-site debugging and setting. However, once its parameters are determined, they cannot be changed autonomously, so its anti-interference ability is poor. The present invention adds a fuzzy control algorithm to design a fuzzy PID controller on the basis of the PID algorithm, constructs a fuzzy rule base according to silence, and adjusts the parameters of the PID controller according to the fuzzy rule response when the system encounters a large disturbance to improve the anti-interference ability of the system.

根据拉普拉斯域换线永磁同步电机数学模型,其控制器设计步骤如下:According to the mathematical model of the Laplace domain permanent magnet synchronous motor, the controller design steps are as follows:

电流环控制器设计:电流环主要是对三相逆变桥功率管的开关状态进行控制从而使换线永磁电机绕组产生空间电压矢量,其以电流信号作为反馈信号。电流环的被控对象可等效为三相逆变桥和永磁同步电机绕组。Current loop controller design: The current loop mainly controls the switch state of the three-phase inverter bridge power tube to generate a space voltage vector for the line-changing permanent magnet motor winding, and uses the current signal as the feedback signal. The controlled object of the current loop can be equivalent to the three-phase inverter bridge and the permanent magnet synchronous motor winding.

忽略电机绕组反电动势影响,可将其简化为两个惯性环节,设计电流环控制器(ACR)的目的是使电机转矩能够快速响应且防止电流过冲,可将电流环等效为典型I型系统,则传递函数如下所示: Ignoring the influence of the back electromotive force of the motor winding, it can be simplified into two inertia links. The purpose of designing the current loop controller (ACR) is to enable the motor torque to respond quickly and prevent current overshoot. The current loop can be equivalent to a typical type I system, and the transfer function is as follows:

其中,表示为在s域中的等效传递函数为W;Ts为时间常数;K为实际电机的参数;本发明实施方式选用电机的参数为:KT=0.5、阻尼比为0.707、最大超调为4%、上升时间为4T,系统控制器的传函可等效为:Wherein, the equivalent transfer function in the s domain is W; Ts is the time constant; K is the parameter of the actual motor; the motor parameters selected in the embodiment of the present invention are: KT=0.5, damping ratio is 0.707, maximum overshoot is 4%, and rise time is 4T. The transfer function of the system controller can be equivalent to:

其中,τi大惯性关节的时间常数;ki为电流环比例系数,均可由实际电机参数确定。Among them, τi is the time constant of the large inertia joint; ki is the current loop proportional coefficient, both of which can be determined by the actual motor parameters.

速度环控制器设计:以速度信号作为反馈信号,串联PI调节器后电流环的闭环传递函数如下所示: Speed loop controller design: With the speed signal as the feedback signal, the closed-loop transfer function of the current loop after the PI regulator is connected in series is as follows:

为了简化系统可将上式降阶为: In order to simplify the system, the above formula can be reduced to:

由于永磁磁浮道岔换线是一个连续的运动过程,在换线过程中必须保证道岔驱永磁体以及钢体梁能跟随电机走行,这就要求电机转速无静差,因此需要在负载扰动前设置积分环节用来消除静差,这里速度环控制器(ASR)使用PI调节器,其传递函数为: Since the permanent magnet maglev turnout line change is a continuous motion process, it must be ensured that the turnout drive permanent magnet and the steel beam can follow the motor during the line change process. This requires that the motor speed has no static error. Therefore, it is necessary to set an integral link before the load disturbance to eliminate the static error. Here, the speed loop controller (ASR) uses a PI regulator, and its transfer function is:

系统串联转速PI调节器后的开环传递函数: The open-loop transfer function of the system after connecting the speed PI regulator in series is:

位置环控制器设计:其以位置信号作为反馈信号,经过电流环和速度环的校正后,系统的等效闭环传递函数为: Position loop controller design: It uses the position signal as the feedback signal. After correction by the current loop and speed loop, the equivalent closed-loop transfer function of the system is:

系统串联转速PI调节器后的开环传递函数是三阶系统,这里将速度环简化成惯性环节,简化后的传递函数为: The open-loop transfer function of the system after the speed PI regulator is connected in series is a third-order system. Here, the speed loop is simplified into an inertia link. The simplified transfer function is:

τn为速度环控制器的时间常数;τc为位置环控制器的时间常数,且τc是速度环的截段频率ωc的倒数,kn为速度控制器的比例系数,KL为极对数与永磁磁连的乘积,J为电机与负载的总惯量。 τn is the time constant of the speed loop controller; τc is the time constant of the position loop controller, and τc is the reciprocal of the cutoff frequency ωc of the speed loop. k n is the proportional coefficient of the speed controller, K L is the product of the number of pole pairs and the permanent magnet magnetic connection, and J is the total inertia of the motor and the load.

永磁磁浮轨道交通道岔的换线过程中位置跟随电机移动,因此可将其输入可看做一个斜坡信号,因此位置环控制器(APR)利用PI调节器的传递函数为: During the line-changing process of permanent magnet maglev rail transit turnout, the position follows the movement of the motor, so its input can be regarded as a ramp signal. Therefore, the transfer function of the position loop controller (APR) using the PI regulator is:

其开环传函可等效为: Its open-loop transfer function can be equivalent to:

其中,kp为位置环控制器的比例系数,τp为位置环控制器的时间常数,Kθ速度环等效时间常数。Among them, kp is the proportional coefficient of the position loop controller, τp is the time constant of the position loop controller, and is the equivalent time constant of the speed loop.

另一方面,本发明提供一种机器可读存储介质,该机器可读存储介质上存储有指令,该指令用于使得机器执行本申请上述的磁悬浮轨道交通运行控制方法。On the other hand, the present invention provides a machine-readable storage medium having instructions stored thereon, the instructions being used to enable a machine to execute the magnetic levitation rail transit operation control method described above in the present application.

本领域技术人员可以理解实现上述实施方式的方法中的全部或部分步骤是可以通过程序来指令相关的硬件来完成,该程序存储在一个存储介质中,包括若干指令用以使得单片机、芯片或处理器(processor)执行本发明各个实施方式所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。Those skilled in the art will appreciate that all or part of the steps in the method for implementing the above-mentioned embodiments can be completed by instructing the relevant hardware through a program, and the program is stored in a storage medium, including several instructions for making a single-chip microcomputer, a chip or a processor (processor) execute all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk and other media that can store program codes.

以上结合附图详细描述了本发明的可选实施方式,但是,本发明实施方式并不限于上述实施方式中的具体细节,在本发明实施方式的技术构思范围内,可以对本发明实施方式的技术方案进行多种简单变型,这些简单变型均属于本发明实施方式的保护范围。另外需要说明的是,在上述具体实施方式中所描述的各个具体技术特征,在不矛盾的情况下,可以通过任何合适的方式进行组合。为了避免不必要的重复,本发明实施方式对各种可能的组合方式不再另行说明。The optional embodiments of the present invention are described in detail above in conjunction with the accompanying drawings. However, the embodiments of the present invention are not limited to the specific details in the above embodiments. Within the technical concept of the embodiments of the present invention, the technical scheme of the embodiments of the present invention can be subjected to a variety of simple modifications, and these simple modifications all belong to the protection scope of the embodiments of the present invention. It should also be noted that the various specific technical features described in the above specific embodiments can be combined in any suitable manner without contradiction. In order to avoid unnecessary repetition, the embodiments of the present invention will not further describe various possible combinations.

此外,本发明的各种不同的实施方式之间也可以进行任意组合,只要其不违背本发明实施方式的思想,其同样应当视为本发明实施方式所公开的内容。In addition, various embodiments of the present invention may be arbitrarily combined, and as long as they do not violate the concept of the embodiments of the present invention, they should also be regarded as the contents disclosed in the embodiments of the present invention.

Claims (9)

1. A method of controlling operation of a magnetic levitation track, the method comprising:
acquiring position information of the magnetic suspension train in real time;
when the position information of the magnetic suspension train meets the preset action condition, determining a target movement position corresponding to each fork motor;
controlling each switch motor to move according to a corresponding preset moving speed, wherein in the moving process of the switch motor, the corresponding preset moving speed of each switch motor is compensated based on the actual moving amount and the theoretical moving amount of each switch motor until each switch motor moves to a corresponding target moving position;
the theoretical movement amount is calculated by the following formula:
wherein y is n Fitting a curve function for the corresponding track of each branch motor; y' n Is y n Is the first derivative of (a); y' n ' is y n Is a second derivative of (2); l (L) n The theoretical movement amount of the turnout motor; l (L) n The distance between the position of the turnout motor and the fixed end of the turnout beam; ρ n Is the inverse of the radius of curvature required when the switch beam changes line.
2. The method for controlling the operation of the magnetic levitation railway according to claim 1, wherein the acquiring the position information of the magnetic levitation train in real time comprises:
when the number of the effective satellites is larger than or equal to the preset number, acquiring the position information of the magnetic suspension train based on the satellite positioning system, the inertial positioning system and the radar positioning system;
and when the number of the effective satellites is smaller than the preset number, acquiring the position information of the magnetic suspension train based on the inertial positioning system and the radar positioning system.
3. The magnetic levitation track traffic control method according to claim 2, characterized in that the method further comprises:
when the number of the received effective satellite data is greater than or equal to the preset number:
calculating the importance degree of each effective satellite in the satellite positioning system, and sequencing the effective satellites according to the importance degree from large to small;
and obtaining the position information of the magnetic suspension train based on the preset number of effective satellites, the inertial positioning system and the radar positioning system.
4. The method according to claim 1, wherein compensating the preset moving speed corresponding to each of the switch motors based on the actual moving amount and the theoretical moving amount of each of the switch motors during the moving of the switch motors, comprises:
Acquiring the actual movement amount and the theoretical movement amount of each bifurcated motor in real time;
determining displacement errors and error change rates of the motors of each bifurcation based on the actual movement amount and the theoretical movement amount of the motors of each bifurcation;
obtaining a position compensation quantity corresponding to each bifurcation motor based on the displacement error and the error change rate corresponding to each bifurcation motor;
and correcting the preset moving speed corresponding to each bifurcation motor based on the position compensation quantity corresponding to each bifurcation motor.
5. The method for controlling operation of magnetic levitation railway according to claim 4, wherein the obtaining the position compensation amount corresponding to each of the plurality of switch motors based on the displacement error and the error change rate corresponding to each of the plurality of switch motors comprises:
and taking displacement errors and error change rates corresponding to the motors of each bifurcation as input, and calculating to obtain the position compensation quantity corresponding to the motors of each bifurcation based on a preset fuzzy control rule.
6. A magnetic levitation track traffic control system, comprising:
the system comprises a vehicle-mounted system, an information fusion system and a turnout control system, wherein the information fusion system is respectively in communication connection with the vehicle-mounted system and the turnout control system;
The vehicle-mounted system is used for measuring the position information of the magnetic suspension train in real time;
the information fusion system is used for outputting corresponding turnout control instructions according to the received position information of the maglev train;
the turnout control system is used for synchronously controlling the corresponding turnout motor to move according to the turnout control instruction and compensating the corresponding preset moving speed of each turnout motor based on the actual moving amount and the theoretical moving amount of each turnout motor in the moving process of each turnout motor until each turnout motor moves to the corresponding target moving position;
the theoretical movement amount is calculated by the following formula:
wherein y is n Fitting a curve function for the corresponding track of each branch motor; y' n Is y n Is the first derivative of (a); y' n ' is y n Is a second derivative of (2); l (L) n The theoretical movement amount of the turnout motor; l (L) n The distance between the position of the turnout motor and the fixed end of the turnout beam; ρ n Is the inverse of the radius of curvature required when the switch beam changes line.
7. The magnetic levitation track traffic control system of claim 6, wherein the in-vehicle system comprises: satellite positioning systems, inertial positioning systems, and radar positioning systems.
8. The magnetic levitation track traffic control system of claim 6, wherein the switch control system comprises: a cooperative controller and a plurality of single switch motor controllers;
the cooperative controller is used for synchronously sending control signals to each single-track switch motor controller based on a switch control instruction, and synchronously sending speed compensation signals to the single-track switch motor controllers corresponding to each switch motor based on the actual movement amount and the theoretical movement amount of each switch motor in the moving process of the switch motor;
each single-track switch motor controller is used for controlling the corresponding switch motor to move according to the received control signal and the speed compensation signal.
9. A machine-readable storage medium having stored thereon instructions for causing a machine to perform the magnetic levitation track traffic control method of any of claims 1-5.
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Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114880770B (en) * 2022-04-29 2023-03-07 西南交通大学 A train cooperative operation control method based on reference deep reinforcement learning
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Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN206610479U (en) * 2016-09-14 2017-11-03 长安大学 A kind of track traffic test experience device
CN107894232A (en) * 2017-09-29 2018-04-10 湖南航天机电设备与特种材料研究所 A kind of accurate method for locating speed measurement of GNSS/SINS integrated navigations and system
CN109229144A (en) * 2017-07-10 2019-01-18 比亚迪股份有限公司 Track switch trolley synchronisation control means and device
CN109436025A (en) * 2018-10-29 2019-03-08 江西理工大学 A kind of intelligent switch control system and method for magnetic suspension train
CN109484435A (en) * 2018-11-28 2019-03-19 交控科技股份有限公司 A kind of train locating method and device suitable for intelligent track-traffic detection system
CN109898372A (en) * 2019-01-31 2019-06-18 江西理工大学 The railway points system and its control method of permanent magnetism type magnetic suspension rail traffic
CN110281985A (en) * 2019-03-19 2019-09-27 卡斯柯信号有限公司 A kind of superhigh-speed magnetic hovertrain operation control system and method
CN111224710A (en) * 2020-01-09 2020-06-02 北京交通大学 Virtual transponder capture method and capture system based on satellite spatial distribution test
CN111791917A (en) * 2020-07-08 2020-10-20 西安铁路信号有限责任公司 A kind of equipment and method suitable for tramway switch conversion
CN111845369A (en) * 2020-07-10 2020-10-30 交控科技股份有限公司 Operation control system and method based on magnetic suspension train
CN112441066A (en) * 2019-08-27 2021-03-05 比亚迪股份有限公司 Method and device for controlling switch points, storage medium, electronic device and switch points
CN213182750U (en) * 2020-04-25 2021-05-11 中铁宝桥集团有限公司 High-speed magnetic suspension turnout switch control time sequence arrangement structure
CN113500921A (en) * 2021-08-05 2021-10-15 中车株洲电力机车有限公司 Magnetic-levitation train and levitation control system and levitation point vibration suppression method thereof

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2020296131A1 (en) * 2019-06-21 2022-02-17 Harsco Technologies LLC Systems for railroad switch position detection

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN206610479U (en) * 2016-09-14 2017-11-03 长安大学 A kind of track traffic test experience device
CN109229144A (en) * 2017-07-10 2019-01-18 比亚迪股份有限公司 Track switch trolley synchronisation control means and device
CN107894232A (en) * 2017-09-29 2018-04-10 湖南航天机电设备与特种材料研究所 A kind of accurate method for locating speed measurement of GNSS/SINS integrated navigations and system
CN109436025A (en) * 2018-10-29 2019-03-08 江西理工大学 A kind of intelligent switch control system and method for magnetic suspension train
CN109484435A (en) * 2018-11-28 2019-03-19 交控科技股份有限公司 A kind of train locating method and device suitable for intelligent track-traffic detection system
CN109898372A (en) * 2019-01-31 2019-06-18 江西理工大学 The railway points system and its control method of permanent magnetism type magnetic suspension rail traffic
CN110281985A (en) * 2019-03-19 2019-09-27 卡斯柯信号有限公司 A kind of superhigh-speed magnetic hovertrain operation control system and method
CN112441066A (en) * 2019-08-27 2021-03-05 比亚迪股份有限公司 Method and device for controlling switch points, storage medium, electronic device and switch points
CN111224710A (en) * 2020-01-09 2020-06-02 北京交通大学 Virtual transponder capture method and capture system based on satellite spatial distribution test
CN213182750U (en) * 2020-04-25 2021-05-11 中铁宝桥集团有限公司 High-speed magnetic suspension turnout switch control time sequence arrangement structure
CN111791917A (en) * 2020-07-08 2020-10-20 西安铁路信号有限责任公司 A kind of equipment and method suitable for tramway switch conversion
CN111845369A (en) * 2020-07-10 2020-10-30 交控科技股份有限公司 Operation control system and method based on magnetic suspension train
CN113500921A (en) * 2021-08-05 2021-10-15 中车株洲电力机车有限公司 Magnetic-levitation train and levitation control system and levitation point vibration suppression method thereof

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Intelligent Traction Control Method Based on Model Predictive Fuzzy PID Control and Online Optimization for Permanent Magnetic Maglev Trains;LIU YAHUI;《IEEE Access》;全文 *

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