CN101480904B - Method for monitoring dynamic load of intelligent sensing wheel based on wheel load - Google Patents
Method for monitoring dynamic load of intelligent sensing wheel based on wheel load Download PDFInfo
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Abstract
本发明公开了一种基于轮载式智能传感车轮动载荷监测方法,该方法通过在机动车各个车轮的轮毂赤道平面上安装智能传感模块、在车内安装智能无陀螺惯性传感单元和在悬挂安装智能传感单元,对机动车行驶状况进行全面检测。各传感信号经信号调理、数字化、姿态算法、动载荷算法计算获得车轮的主要动载荷参数。上述动载荷参数经多传感数据融合及分析,能够监测及主动评价机动车行驶安全状况。该方法可以对机动车超载、爆胎、制动性能故障等预警,有利于避免和减少交通事故的发生。
The invention discloses a method for monitoring wheel dynamic loads based on wheel-loaded intelligent sensors. In the method, an intelligent sensor module is installed on the hub equatorial plane of each wheel of a motor vehicle, and an intelligent non-gyroscope inertial sensor unit and an intelligent non-gyro inertial sensor unit are installed in the vehicle. An intelligent sensing unit is installed on the suspension to conduct a comprehensive inspection of the driving conditions of the motor vehicle. The main dynamic load parameters of the wheel are obtained through signal conditioning, digitization, attitude algorithm, and dynamic load algorithm calculation of each sensor signal. The above dynamic load parameters are fused and analyzed by multi-sensor data, and can monitor and actively evaluate the driving safety status of motor vehicles. The method can give early warnings to motor vehicles such as overloading, tire blowouts, and brake performance failures, and is beneficial to avoiding and reducing the occurrence of traffic accidents.
Description
技术领域technical field
本发明涉及机动车安全运行状态监测领域,尤其用于监测机动车在行驶过程中车轮动载荷的实时情况。The invention relates to the field of monitoring the safe running state of motor vehicles, in particular for monitoring the real-time situation of wheel dynamic loads during the running of the motor vehicle.
背景技术Background technique
机动车运行安全状态监测技术是保证机动车安全行驶的主要手段,也是机动车运行安全检测技术发展的必然趋势。采用机动车运行安全状态监控技术对机动车运行安全状态和运行指标进行动态监测,及时发现和预防机动车故障,发展监测、控制、管理和决策于一体的安全监控网络体系,对机动车安全运行具有重要意义;它是关系到国家和人民生命财产安全的一项重大的社会公益技术工作,是保障机动车辆运行安全重要的技术支撑,是政府管理部门对机动车安全运行的非常重要的技术保障;它不仅能提高机动车安全运行的技术保障能力、减少交通事故,而且对促进机动车工业及交通运输事业的发展有重大意义。Motor vehicle operation safety status monitoring technology is the main means to ensure the safe driving of motor vehicles, and it is also the inevitable trend of the development of motor vehicle operation safety detection technology. Use motor vehicle operation safety status monitoring technology to dynamically monitor motor vehicle operation safety status and operating indicators, discover and prevent motor vehicle failures in a timely manner, develop a safety monitoring network system integrating monitoring, control, management and decision-making, and ensure the safe operation of motor vehicles It is of great significance; it is a major social public welfare technical work related to the safety of the country and people's lives and properties, it is an important technical support to ensure the safety of motor vehicles, and it is a very important technical guarantee for the safe operation of motor vehicles by government management departments ; It can not only improve the technical support ability of safe operation of motor vehicles and reduce traffic accidents, but also has great significance for promoting the development of motor vehicle industry and transportation.
机动车运行安全状态监测主要包括监测机动车(车身、车轮)运动姿态参数、动载荷参数、制动性能参数。机动车在运行过程中,会产生制动、加速、转向、直线行驶等工况,车轮是机动车行驶过程中唯一与地面接触部件,车轮的安全至关重要,车轮动载荷是影响轮胎安全的重要参数。车轮动载荷是衡量车辆在不同路面条件下、车身和轮胎处于不同姿态下的轮胎以及整车动态载荷情况的参数。通过监测车轮的动载荷可以较全面评价机动车的动载荷,从而获得较直接、较真实、较丰富的机动车安全运行信息。Motor vehicle operation safety status monitoring mainly includes monitoring motor vehicle (body, wheel) motion attitude parameters, dynamic load parameters, and braking performance parameters. During the operation of a motor vehicle, there will be braking, acceleration, steering, straight-line driving and other working conditions. The wheel is the only part in contact with the ground during the driving process of the motor vehicle. The safety of the wheel is very important, and the dynamic load of the wheel affects the safety of the tire. Important parameters. The wheel dynamic load is a parameter to measure the dynamic load of the vehicle under different road conditions, the body and tires in different postures, and the dynamic load of the whole vehicle. By monitoring the dynamic load of the wheel, the dynamic load of the motor vehicle can be more comprehensively evaluated, so as to obtain more direct, more real and richer information on the safe operation of the motor vehicle.
目前,对车轮动载荷的监测只是尝试通过对轮胎转速、压力等参数的测量来间接计算车轮的静态载荷,还没有对机动车行驶过程中的动载荷进行实时监测,未能准确分析车辆在不同路面条件下、车身和轮胎处于不同姿态下的轮胎以及整车动态载荷情况,从而无法有效监测车轮动载荷,不利于对运行过程中机动车轮胎超载、爆胎等危险状况的预测与评估。At present, the monitoring of the dynamic load of the wheel is only an attempt to indirectly calculate the static load of the wheel by measuring parameters such as tire speed and pressure. Under road conditions, the body and tires are in different postures, and the dynamic load of the whole vehicle cannot effectively monitor the dynamic load of the wheel, which is not conducive to the prediction and evaluation of dangerous conditions such as overloading and blowout of motor vehicle tires during operation.
发明内容Contents of the invention
为解决上述中存在的问题与缺陷,本发明提供一种实时性好、可靠性高、数据处理能力强的机动车轮载式车轮动载荷监测方法。主要通过在机动车各个车轮的轮毂赤道平面上安装智能传感模块、在车内安装智能无陀螺惯性传感单元和在悬挂安装智能传感单元,对机动车行驶状况进行全面检测。各传感信号经信号调理、数字化、姿态算法、动载荷算法计算获得车轮的主要动载荷参数。上述动载荷参数经多传感数据融合及分析,能够监测及主动评价机动车行驶安全状况。In order to solve the above-mentioned problems and defects, the present invention provides a motor wheel-mounted wheel dynamic load monitoring method with good real-time performance, high reliability, and strong data processing capability. Mainly through the installation of intelligent sensing modules on the equatorial plane of the hub of each wheel of the motor vehicle, the installation of intelligent non-gyroscope inertial sensing units in the vehicle and the installation of intelligent sensing units in the suspension, the driving status of the motor vehicle is comprehensively detected. The main dynamic load parameters of the wheel are obtained through signal conditioning, digitalization, attitude algorithm, and dynamic load algorithm calculation of each sensor signal. The above dynamic load parameters are fused and analyzed by multi-sensor data, and can monitor and actively evaluate the driving safety status of motor vehicles.
本发明是通过以下技术方案实现的:The present invention is achieved through the following technical solutions:
本发明所涉及的一种基于轮载式智能传感车轮动载荷监测方法,包括:A wheel-mounted intelligent sensor-based wheel dynamic load monitoring method involved in the present invention includes:
根据车身三维加速度参数中的至少一种获得车身运动姿态角度参数;Obtaining a vehicle body motion attitude angle parameter according to at least one of the three-dimensional acceleration parameters of the vehicle body;
通过悬挂车身智能传感单元感知悬挂垂向加速度;Perceive the vertical acceleration of the suspension through the intelligent sensing unit of the suspension body;
利用车身三维加速度参数、车身运动姿态角度参数及整车质量中的至少一种参数获得悬挂质量;Obtaining the suspension mass by using at least one parameter among the three-dimensional acceleration parameters of the vehicle body, the motion attitude angle parameters of the vehicle body, and the mass of the whole vehicle;
根据悬挂质量、悬挂垂向加速度参数、车轮质量及车轮垂向加速度参数中的至少一种参数并经动载荷计算获得车轮动载荷数据;Obtaining wheel dynamic load data through dynamic load calculation according to at least one parameter among suspension mass, suspension vertical acceleration parameter, wheel mass and wheel vertical acceleration parameter;
将车轮动载荷数据进行融合并分析获得车轮动载荷的变化趋势。The wheel dynamic load data is fused and analyzed to obtain the change trend of the wheel dynamic load.
基于轮载式智能传感车轮动载荷监测方法还包括:The wheel dynamic load monitoring method based on the wheel-loaded intelligent sensor also includes:
通过车轮智能传感模块感知车轮的三维加速度;Perceive the three-dimensional acceleration of the wheel through the wheel intelligent sensing module;
根据三维加速度参数中的至少一种参数获得车轮垂向加速度;Obtaining the vertical acceleration of the wheel according to at least one parameter in the three-dimensional acceleration parameters;
通过车身智能传感单元感知车身三维加速度。Perceive the three-dimensional acceleration of the vehicle body through the intelligent sensor unit of the vehicle body.
对三维加速度信号进行数字滤波、补偿及插值运算得出车轮运动姿态中的三维加速度值。Perform digital filtering, compensation and interpolation on the three-dimensional acceleration signal to obtain the three-dimensional acceleration value in the wheel motion posture.
所述车轮三维加速度为:切向加速度、侧向加速度和向心加速度;所述车身三维加速度为:纵向加速的、侧向加速度和垂向加速度。The three-dimensional acceleration of the wheel is: tangential acceleration, lateral acceleration and centripetal acceleration; the three-dimensional acceleration of the vehicle body is: longitudinal acceleration, lateral acceleration and vertical acceleration.
所述车身运动姿态角包括侧倾角、俯仰角和横摆角。The body movement attitude angle includes roll angle, pitch angle and yaw angle.
将所述车轮和车身的各运动姿态参数进行融合并判断智能传感单元的工作状况。Fusion of the motion attitude parameters of the wheels and the vehicle body and judging the working status of the intelligent sensing unit.
所述车轮智能传感模块设置在车轮轮毂的赤道面上。The wheel intelligent sensing module is arranged on the equatorial plane of the wheel hub.
本发明提供的技术方案的有益效果是:The beneficial effects of the technical solution provided by the invention are:
1、通过应用MEMS无陀螺捷联式微惯性测量技术测量车轮动载荷,实现了不同运行速度下对机动车车轮动载荷的实时监测;1. By applying MEMS gyro-less strapdown micro-inertial measurement technology to measure the dynamic load of the wheel, the real-time monitoring of the dynamic load of the motor vehicle wheel at different operating speeds is realized;
2、车轮动载荷参数能够衡量车辆在不同路面条件下、车身和轮胎处于不同姿态下的轮胎以及整车动态载荷情况,通过对车轮动载荷参数监测和分析实现对机动车动载荷的全面评价;2. The dynamic load parameters of the wheels can measure the tires and the dynamic load of the whole vehicle under different road conditions, the body and tires in different attitudes, and realize the comprehensive evaluation of the dynamic load of the motor vehicle through the monitoring and analysis of the dynamic load parameters of the wheels;
3、通过分析预测程序将车轮动载荷数据与其历史数据分析比较,获得车轮动载荷的趋势,增加对车轮动载荷的预测功能,形成一个完整的、相对独立的测量平台,并能够提供统一数据接口模式供有关政府管理部门加以应用。3. Analyze and compare the wheel dynamic load data with its historical data through the analysis and prediction program, obtain the trend of wheel dynamic load, increase the prediction function of wheel dynamic load, form a complete and relatively independent measurement platform, and can provide a unified data interface The model is intended for application by relevant government administrations.
附图说明Description of drawings
图1是以车轮侧视图示意本发明所涉及轮载式智能传感车轮动载荷测量模块安装示意图;Fig. 1 is a schematic view of the installation of the wheel-mounted intelligent sensor wheel dynamic load measurement module involved in the present invention in a side view of the wheel;
图2是以车轮俯视图示意本发明所涉及轮载式智能传感车轮动载荷测量模块安装示意图;Fig. 2 is a schematic view of the installation of the wheel-mounted intelligent sensor wheel dynamic load measurement module involved in the present invention in a top view of the wheel;
图3是以车轮正视图示意本发明所涉及轮载式智能传感车轮动载荷测量模块安装示意图;Fig. 3 is a schematic view of the installation of the wheel-mounted intelligent sensor wheel dynamic load measurement module involved in the present invention with a front view of the wheel;
图4是以车辆俯视图示意本发明所涉及轮载式智能传感车轮动载荷监测系统整体布置图;Fig. 4 shows the overall layout of the wheel-mounted intelligent sensor wheel dynamic load monitoring system involved in the present invention in a top view of the vehicle;
图5是以车辆侧视图示意本发明所涉及轮载式智能传感车轮动载荷监测系统整体布置图;Fig. 5 shows the overall layout of the wheel-mounted intelligent sensor wheel dynamic load monitoring system involved in the present invention in a side view of the vehicle;
图6是本发明所述基于轮载式智能传感车轮动载荷监测方法的主要原理示意图;Fig. 6 is a schematic diagram of the main principles of the wheel-mounted intelligent sensor-based wheel dynamic load monitoring method of the present invention;
图7是本发明机所述基于轮载式智能传感车轮动载荷监测系统硬件结构示意图;Fig. 7 is a schematic diagram of the hardware structure of the wheel-mounted intelligent sensor-based wheel dynamic load monitoring system described in the present invention;
图8分别示出利用图1的智能传感模块监测的一个轮胎其中一个规定点的向心、切向和侧向加速度的曲线。FIG. 8 respectively shows the centripetal, tangential and lateral acceleration curves of a specified point of a tire monitored by the intelligent sensing module of FIG. 1 .
具体实施方式Detailed ways
为使本发明的目的、技术方案和优点更加清楚,本实施例提供一种实时性好、可靠性高、数据处理能力强的机动车轮载式车轮动载荷监测方法。主要通过在机动车各个车轮的轮毂赤道平面上安装智能传感模块、在车内安装智能无陀螺惯性传感单元和在悬挂安装智能传感单元,对机动车行驶状况进行全面检测。各传感信号经信号调理、数字化、姿态算法、动载荷算法计算获得车轮的主要动载荷参数。上述动载荷参数经多传感数据融合及分析,能够监测及主动评价机动车行驶安全状况。下面将结合附图对本发明实施方式作进一步地详细描述:In order to make the purpose, technical solution and advantages of the present invention clearer, this embodiment provides a motor wheel-mounted wheel dynamic load monitoring method with good real-time performance, high reliability and strong data processing capability. Mainly through the installation of intelligent sensing modules on the equatorial plane of the hub of each wheel of the motor vehicle, the installation of intelligent non-gyroscope inertial sensing units in the vehicle and the installation of intelligent sensing units in the suspension, the driving status of the motor vehicle is comprehensively detected. The main dynamic load parameters of the wheel are obtained through signal conditioning, digitalization, attitude algorithm, and dynamic load algorithm calculation of each sensor signal. The above dynamic load parameters are fused and analyzed by multi-sensor data, and can monitor and actively evaluate the driving safety status of motor vehicles. Embodiments of the present invention will be described in further detail below in conjunction with the accompanying drawings:
本实施例提供了一种基于轮载式智能传感车轮动载荷监测方法。This embodiment provides a wheel dynamic load monitoring method based on wheel-mounted intelligent sensors.
参见图1,该方法包括以下步骤:Referring to Figure 1, the method comprises the following steps:
步骤101通过智能传感模块感知安装点的三维加速度、车轮温度及轮胎气压。
车轮智能传感模块输出的切向加速度、侧向加速度、向心加速度和轮胎内温度共四路模拟信号。There are four analog signals output by the wheel intelligent sensor module including tangential acceleration, lateral acceleration, centripetal acceleration and temperature inside the tire.
步骤102将切向加速度、侧向加速度、向心加速度和轮胎内温度模拟信号转化为数字信号,并进行滤波及温度补偿。
步骤103车轮智能传感模块输出轮胎内气压信号经过温度补偿得到实时的轮胎温度及轮胎压力值。Step 103: The wheel intelligent sensor module outputs the air pressure signal inside the tire to obtain real-time tire temperature and tire pressure through temperature compensation.
步骤104车轮智能传感模块将处理后得到三维加速度值。In
三维加速度包括切向加速度、侧向加速度和向心加速度,且该加速度值以无线通讯的方式发送到安装于车内的中央控制模块。The three-dimensional acceleration includes tangential acceleration, lateral acceleration and centripetal acceleration, and the acceleration value is sent to the central control module installed in the vehicle by wireless communication.
步骤105根据三维加速度参数经姿态算法获得车轮与车身的相关姿态参数(步骤106),然后执行步骤107及步骤108。Step 105 obtains the relevant attitude parameters of the wheels and the vehicle body through the attitude algorithm according to the three-dimensional acceleration parameters (step 106 ), and then executes
步骤107将车轮与车身的相关姿态参数进行数据融合分析能对智能传感模块安全自检。Step 107 performs data fusion analysis on the relevant attitude parameters of the wheels and the vehicle body to self-check the safety of the intelligent sensing module.
步骤108对姿态参数进行动载计算。Step 108 performs dynamic load calculation on the attitude parameters.
步骤110根据计算得出的动载荷参数对车轮与车身做出主动安全评价及趋势预测。Step 110 makes an active safety evaluation and trend prediction for the wheels and the body according to the calculated dynamic load parameters.
参见图2、图3、图4,车轮动载荷智能传感模块安装于车轮轮毂赤道面的表面上,车轮智能传感模块的安装要求:加速度传感器的三个敏感轴X轴、Y轴、Z轴分别指向轮毂切线方向、轮毂的侧向、轮毂的轴心的方向;坐标系Oxyz是正交的右手坐标系。See Figure 2, Figure 3, Figure 4, the wheel dynamic load intelligent sensing module is installed on the surface of the equatorial surface of the wheel hub, the installation requirements of the wheel intelligent sensing module: three sensitive axes of the acceleration sensor X axis, Y axis, Z axis The axes point to the tangential direction of the hub, the lateral direction of the hub, and the axis of the hub respectively; the coordinate system Oxyz is an orthogonal right-handed coordinate system.
参见图5、图6,为本发明所述一种基于轮载式智能传感车轮动载荷监测方法所采用的系统整体布局图,包括车轮1、车轮智能传感模块2、车内中央控制模块3、悬挂智能传感模块4,其中车轮智能传感模块安装于各个车轮的轮毂赤道表面上,车内中央控制模块3安装于车内,悬挂智能传感模块4安装于车轮上方位悬架上;车轮智能传感模块2与车内中央控制模块3之间通过无线射频实现双向通信,悬挂智能传感模块4与车内中央控制模块3之间通过CAN总线双向通信。Referring to Fig. 5 and Fig. 6, it is an overall layout diagram of the system adopted by the wheel-mounted intelligent sensor wheel dynamic load monitoring method according to the present invention, including
参见图7,本发明涉及的基于轮载式车轮动载荷监测方法的硬件系统,包括安装于各个车轮内的车轮智能传感模块2、安装于车身悬挂的悬挂智能传感模块4和安装于车内的车内中央控制模块3;(1)车轮智能传感模块2包含车轮惯性测量单元2a、调理单元2b、无线单片机2c和第一电源2d;该车轮惯性测量单元2a包括一个三轴加速度传感器21a、温度传感器22a和压力传感器23a;三轴加速度传感器21a、温度传感器22a和压力传感器23a输出模拟信号,该车轮惯性测量单元2a与调理单元2b电气连接;调理单元2b用于对输入的加速度和温度信号进行滤波和调压,该调理单元2b与无线单片机2c相互连接,该信号为模拟信号;无线单片机2c可向三轴加速度传感器21a、温度传感器22a和压力传感器23a发出自检信号,用于检查三轴加速度传感器21a、温度传感器22a和压力传感器23a工作是否正常;无线单片机2c片上集成无线收发电路和单片机,用于进行传感采集、运算并实现与车内中央控制模块2的双向通信功能;第一电源2d是为车轮惯性测量单元2a、调理单元2b和无线单片机2c提供直流电源;其中,车轮惯性测量单元2a的三轴加速度传感器21a采用一个两轴加速度传感器ADXL323和一个单轴加速度传感器ADXL193组合而成,无线单片机2c采用CC2510F32;(2)悬挂智能传感模块4包含第三惯性测量单元4a、调理电路4b、处理器4c、第三电源4d和CAN接口4e,第三惯性测量单元4a由单轴加速度传感器41a、温度传感器42a组成,与调理单元4b相互连接,该信号为模拟信号;调理单元4b与处理器4c相互电气连接,该信号为模拟信号;单轴加速度传感器4a采用ADXL103型;第三电源4d为第三惯性测量单元4a、调理单元4b、处理器4c提供直流电源;其中,处理器4c选用C8051F041型;(3)车内中央控制模块3包含无线单片机3a、第二无陀螺惯性测量单元3b、第二电源3c、ARM处理器3d及人机交互单元3e;该无线单片机3a实现与车轮智能传感模块通信功能,通过数字信号与ARM处理器3d相互连接;第二无陀螺惯性测量单元3b与ARM处理器3d相互连接,该信号为数字信号;第二电源3c为无线单片机3a、第二无陀螺惯性测量单元3b、ARM处理器3d及人机交互单元3e提供直流电源;人机交互单元3e由液晶屏31e、触摸屏32e、蜂鸣器33e、CAN接口34e组成;液晶屏31e用于输出显示ARM处理器3d的输出显示信息,包括车轮动载荷参数、状态等参数;触摸屏32e用于设置参数、查询数据;蜂鸣器33e用于出现故障时由ARM处理器3d驱动发出警示;CAN接口34e用于提供其他CAN设备访问车内中央控制模块3d的接口;其中,无线单片机3a(2c)采用CC2510F32。Referring to Fig. 7, the hardware system based on the wheel-mounted wheel dynamic load monitoring method involved in the present invention includes a wheel
本发明涉及的基于轮载式车轮动载荷监测方法的硬件系统,采用C语言编制各相应处理程序,其工作流程包括:(1)车轮惯性测量单元2a输出的切向加速度、侧向加速度、向心加速度、温度模拟信号经调理单元2b信号调理后,经无线单片机2c的ADC外设转换成数字信号,以中断触发方式提供给无线单片机2c的CPU访问;无线单片机2c在必要的时候可以通过驱动自检信号对加速度传感器进行自检;(2)无线单片机2c中的微处理器对信号进行数字滤波、补偿及插值运算得出车轮运动姿态中的三维加速度值,包括:切向加速度、侧向加速度和向心加速度,表征车轮任何瞬时三维加速的状态;通过无线单片机2c内部的无线收发电路将数据发射输出到车内中央处理模块3的无线单片机3a,同时通过该无线单片机2c内部的无线收发电路也可接收来车内中央处理模块3通过无线单片机3a发送过来的命令;(3)车内中央处理模块3的任务:①接收来自第二无陀螺惯性测量单元3b的车身姿态信息;②接收来自悬挂智能传感模块4悬挂垂向加速度信息;③通过无线单片机3a接收来自车轮智能传感模块2的数据,必要时候通过无线单片机3a向车轮智能传感模块2发送命令;④对接收到的来自车轮智能传感模块2发送过来的加速度数据,经姿态计算、动载荷计算得出车轮的动载荷参数;⑤对上述车轮动载荷数据进行主动安全评价及趋势预测;⑥对车轮动载荷数据与整车动载荷数据进行数据融合及分析以便对车轮智能传感模块2是否正常工作作出判断,并预测车轮动载荷的变化趋势;其中,智能传感模块监测的一个轮胎其中一个规定点的向心、切向和侧向加速度的曲线(参见图8);⑦通过控制液晶屏31e输出显示车轮动载荷信息、评价等级、趋势预测信息等;⑧处理触摸屏32e触发的中断并进行参数设置及历史查询等操作;⑨当出现异常时用数字信号驱动蜂鸣器33e作出蜂鸣警示;⑩建立用于存储相关动载荷数据及历史数据的电子数据表格以供其他外部设备通过CAN接口34e访问。The hardware system based on the wheel-mounted wheel dynamic load monitoring method involved in the present invention uses C language to compile each corresponding processing program, and its work flow includes: (1) tangential acceleration, lateral acceleration, and lateral acceleration output by the wheel
以上所述,仅为本发明较佳的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到的变化或替换,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应该以权利要求的保护范围为准。The above is only a preferred embodiment of the present invention, but the scope of protection of the present invention is not limited thereto. Any person skilled in the art within the technical scope disclosed in the present invention can easily think of changes or Replacement should be covered within the protection scope of the present invention. Therefore, the protection scope of the present invention should be determined by the protection scope of the claims.
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CN102589807B (en) * | 2012-01-16 | 2015-08-12 | 华南理工大学 | A kind of based on wheel-loaded intelligent sensing wheel balancing measuring method |
US9944134B2 (en) | 2015-06-24 | 2018-04-17 | GM Global Technology Operations LLC | Integrated sensing unit and method for determining vehicle wheel speed and tire pressure |
CN106394111B (en) * | 2016-10-17 | 2018-06-08 | 天津电子信息职业技术学院 | A kind of wheel hub automatic balancing device |
CA3054417A1 (en) * | 2017-03-08 | 2018-09-13 | Gatekeeper Systems, Inc. | Navigation systems for wheeled carts |
CN107571692A (en) * | 2017-09-13 | 2018-01-12 | 上海志工电子科技有限公司 | A kind of directly or indirectly compensation tire pressure monitoring system |
CN107650589A (en) * | 2017-09-13 | 2018-02-02 | 上海志工电子科技有限公司 | A kind of radio circuit tire pressure monitoring system based on velocity sensor |
CN107727416B (en) * | 2017-09-30 | 2019-06-04 | 广东工贸职业技术学院 | Based on combination sensor automobile tire load-bearing capacity monitoring method |
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