CN117326435B - An escalator fault diagnosis method and diagnosis system - Google Patents
An escalator fault diagnosis method and diagnosis system Download PDFInfo
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B29/00—Safety devices of escalators or moving walkways
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B27/00—Indicating operating conditions of escalators or moving walkways
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Abstract
本发明涉及一种扶梯故障诊断方法及诊断系统,涉及自动扶梯的技术领域,其中扶梯故障诊断方法包括空载检测、空载时轴承振动幅值置信性分析、空载时轴承对应轴扭矩分析、确定关系系数、确定关系曲线、报警判断、报警等步骤;扶梯故障诊断系统包括检测模块、处理模块、储存模块、报警模块等模块。本发明能够对老式扶梯进行自动的故障监控,并且提高监控的准确性。
The invention relates to an escalator fault diagnosis method and a diagnosis system, and relates to the technical field of escalators. The escalator fault diagnosis method includes no-load detection, confidence analysis of bearing vibration amplitude when no-load, analysis of corresponding shaft torque of the bearing when no-load, Determine the relationship coefficient, determine the relationship curve, alarm judgment, alarm and other steps; the escalator fault diagnosis system includes detection module, processing module, storage module, alarm module and other modules. The invention can perform automatic fault monitoring on old escalators and improve the accuracy of monitoring.
Description
技术领域Technical field
本发明涉及自动扶梯的技术领域,尤其是涉及一种扶梯故障诊断方法及诊断系统。The present invention relates to the technical field of escalators, and in particular, to an escalator fault diagnosis method and diagnosis system.
背景技术Background technique
扶梯是由一台特种结构形式的链式输送机和两台特殊结构形式的胶带输送机所组合而成,用以在建筑物的不同层高间向上或向下倾斜输送乘客的固定电力驱动设备。由于扶梯具有输送连续、高效的优点,因此扶梯常用于人流量较大的车站以及商场中。由于扶梯会长时间处于重载荷的工作状态,如果扶梯的监管不能及时反馈故障信息的话,便容易导致扶梯发生事故,进而造成重大的生命财产损失。The escalator is composed of a chain conveyor with a special structure and two belt conveyors with a special structure. It is a fixed electric drive device used to transport passengers upward or downward between different floors of the building. . Because escalators have the advantages of continuous and efficient transportation, escalators are often used in stations and shopping malls with large flow of people. Since escalators will be in heavy-load operation for a long time, if the escalator supervision cannot feedback fault information in time, it will easily lead to escalator accidents, resulting in significant losses of life and property.
目前,有一部分扶梯已经并入了扶梯监控系统,扶梯监控系统可以对扶梯进行监控,其监控的步骤大致如下:At present, some escalators have been integrated into the escalator monitoring system. The escalator monitoring system can monitor the escalator. The monitoring steps are roughly as follows:
S1检测:在扶梯安装完成时对扶梯进行测试,以获得扶梯的负载值以及各个轴承的振动幅值;S1 test: Test the escalator when the escalator is installed to obtain the load value of the escalator and the vibration amplitude of each bearing;
S2计算拟合曲线:通过负载值以及各个轴承的振动幅值做出与轴承相对应的拟合曲线;S2 calculates the fitting curve: uses the load value and the vibration amplitude of each bearing to make a fitting curve corresponding to the bearing;
S3设定报警曲线:根据各个拟合曲线设置相对应的轴承振动幅值的报警曲线;S3 sets the alarm curve: sets the alarm curve corresponding to the bearing vibration amplitude according to each fitting curve;
S4监控:监控正在运行的扶梯,若某一轴承的振动幅值超过的相对应的报警曲线,则证明该轴承出现了故障,应及时将扶梯停用并维护。S4 monitoring: Monitors the running escalator. If the vibration amplitude of a certain bearing exceeds the corresponding alarm curve, it proves that the bearing is faulty and the escalator should be deactivated and maintained in time.
该部分扶梯可以被称为自动扶梯。这种监控方式需要先对新安装的扶梯进行测试,以确保测试时的扶梯处于无故障状态,进而使设置的报警曲线更加准确。This part of the escalator may be called an escalator. This monitoring method requires the newly installed escalator to be tested first to ensure that the escalator is in a fault-free state during the test, thereby making the set alarm curve more accurate.
但是老式扶梯目前无法直接并入扶梯监测系统,由于老式扶梯不具备自动监控的能力,扶梯的监控是借助人工的方式进行定期检查,而检查扶梯是否故障则是通过检测人员的经验进行判断的,因此老式扶梯是否存在隐形故障不得而知。However, old-fashioned escalators currently cannot be directly integrated into the escalator monitoring system. Since old-fashioned escalators do not have the ability to automatically monitor, escalator monitoring relies on manual inspections for regular inspections, and checking whether the escalator is faulty is based on the experience of the inspector. Therefore, it is unknown whether there are hidden faults in old escalators.
若将扶梯监控系统直接套用在老式扶梯上,如果老式扶梯的轴承本身就存在故障,在S1检测步骤中,测得的各个轴承的振动幅值会偏高;进而在S3设定报警曲线步骤中,设定的报警曲线会高于实际报警曲线;如此在S4监控步骤中,发出报警的时间会晚于扶梯故障的时间,进而为扶梯的运行埋藏了风险。If the escalator monitoring system is directly applied to old escalators, if the bearings of the old escalators themselves are faulty, the vibration amplitude of each bearing measured in the S1 detection step will be high; then in the S3 alarm curve setting step , the set alarm curve will be higher than the actual alarm curve; in this way, in the S4 monitoring step, the alarm will be issued later than the escalator failure time, thus burying risks for the operation of the escalator.
发明内容Contents of the invention
为了能够对老式扶梯进行智能监控,并提高监控的准确率,本发明提供一种扶梯故障诊断方法及诊断系统。In order to intelligently monitor old-fashioned escalators and improve the accuracy of monitoring, the present invention provides an escalator fault diagnosis method and diagnosis system.
第一方面,本发明提供的一种扶梯故障诊断方法,采用如下的技术方案:In the first aspect, the present invention provides an escalator fault diagnosis method that adopts the following technical solution:
一种扶梯故障诊断方法,包括以下步骤:An escalator fault diagnosis method includes the following steps:
空载检测:对空载的扶梯的驱动电机以及各个轴承进行检测,进而获得扶梯空载时驱动电机的输出扭矩MM、驱动电机的输出转速nM、轴承的振动幅值ai t以及轴承的转速ni,i为轴承的序号,t为检测时间;No-load detection: Detect the drive motor and each bearing of the unloaded escalator, and then obtain the output torque M M of the drive motor, the output speed n M of the drive motor, the vibration amplitude a i t of the bearing and the bearing when the escalator is no-load. The rotation speed n i , i is the bearing serial number, t is the detection time;
空载时轴承振动幅值置信性分析:根据扶梯空载时轴承的转速ni以及振动幅值ai t计算扶梯空载时轴承振动幅值的可信值AiZ,空载时轴承振动幅值的可信值AiZ的计算模型如下:Confidence analysis of bearing vibration amplitude when no-load: Calculate the credible value A iZ of the bearing vibration amplitude when the escalator is no-load based on the rotation speed n i and vibration amplitude a i t of the bearing when the escalator is no-load. The bearing vibration amplitude when no-load The calculation model of the trusted value A iZ of the value is as follows:
; ;
式中,Ai Tj为第i个轴承的第j个转动周期内的振动幅值区间,ki为检测过程中第i个轴承转动的圈数;Ai Tj的计算模型如下:In the formula, A i Tj is the vibration amplitude range within the jth rotation period of the i-th bearing, k i is the number of turns of the i-th bearing during the detection process; the calculation model of A i Tj is as follows:
; ;
空载时轴承对应轴扭矩分析:根据扶梯空载时驱动电机的输出扭矩MM、驱动电机的输出转速nM以及第i个轴承的转速ni计算扶梯空载时第i个轴承所对应的轴的扭矩Mi,Mi的计算模型如下:Analysis of the shaft torque corresponding to the bearing when no-load: Calculate the torque corresponding to the i-th bearing when the escalator is no-load based on the output torque M M of the drive motor when the escalator is no-load, the output speed n M of the drive motor, and the speed n of the i-th bearing The calculation model of shaft torque Mi , Mi is as follows:
; ;
确定关系系数:确定空载时的振动幅值的可信值AiZ与轴的扭矩Mi的关系系数λi,关系系数λi的计算模型如下:Determine the relationship coefficient: Determine the relationship coefficient λ i between the credible value A iZ of the vibration amplitude under no load and the shaft torque M i . The calculation model of the relationship coefficient λ i is as follows:
; ;
确定关系曲线:设定报警关系系数C,报警关系系数C大于1,并根据报警关系系数C确定报警关系曲线f(a),报警关系曲线f(a)如下式:Determine the relationship curve: Set the alarm relationship coefficient C, which is greater than 1, and determine the alarm relationship curve f(a) based on the alarm relationship coefficient C. The alarm relationship curve f(a) is as follows:
; ;
式中,Mi S为第i个轴承所对应的轴的实时扭矩,In the formula, Mi S is the real-time torque of the shaft corresponding to the i-th bearing,
Mi S的计算模型如下:The calculation model of M i S is as follows:
; ;
式中:MM S为驱动电机的实时扭矩,nM S为驱动电机的实时转速,ni S为第i个轴承的实时转速;In the formula: M M S is the real-time torque of the drive motor, n M S is the real-time speed of the drive motor, n i S is the real-time speed of the i-th bearing;
报警判断:若在某一负载下,轴承的振动幅值ai S大于报警关系曲线f(a),则执行报警步骤;Alarm judgment: If under a certain load, the vibration amplitude a i S of the bearing is greater than the alarm relationship curve f (a), the alarm step will be executed;
报警:发出报警,并停止扶梯的运行。Alarm: Send an alarm and stop the escalator.
由于对老旧扶梯进行改造时,可能无法获得老旧扶梯的各项参数,通过采用上述技术方案,在改造老旧扶梯时,先对老旧扶梯进行检测,进而获得扶梯空载时轴承的振动幅值ai t,由于轴承可能存在隐形故障,轴承的振动幅值势必会比崭新的轴承的振动幅值大;由于轴承存在故障时,轴承的振动幅值会存在周期性的便会,因此在轴承的每个转动周期内取振动幅值的最小值,以作为参考依据,之后计算出空载时轴承振动幅值的可信值AiZ,之后根据空载时轴承振动幅值的可信值AiZ确定与振动幅值与负载的关系曲线,扶梯的总负载会体现在驱动电机的输出扭矩以及驱动电机的输出转速上,而扶梯是匀速进行的,进而可以确定振动幅值与轴的扭矩Mi的关系系数λi,并根据关系系数λi以及设定的报警关系系数C确定报警关系曲线f(a),之后根据轴承所在轴的实时扭矩以及轴承的实时振动幅值确定轴承是否发生故障,如此便可对老式扶梯进行自动的故障监控,并且提高了监控的准确性。Since it may not be possible to obtain various parameters of the old escalator when retrofitting the old escalator, by adopting the above technical solution, when the old escalator is retrofitted, the old escalator is first tested to obtain the vibration of the bearing when the escalator is unloaded. Amplitude a i t , because there may be hidden faults in the bearing, the vibration amplitude of the bearing is bound to be larger than that of a brand-new bearing; because when there is a fault in the bearing, the vibration amplitude of the bearing will be periodic, so The minimum value of the vibration amplitude in each rotation cycle of the bearing is taken as a reference basis, and then the credible value A iZ of the bearing vibration amplitude when no load is calculated, and then the credible value A iZ of the bearing vibration amplitude when no load is calculated. The value A iZ determines the relationship between the vibration amplitude and the load. The total load of the escalator will be reflected in the output torque of the drive motor and the output speed of the drive motor. The escalator moves at a constant speed, so the vibration amplitude and the axis of the escalator can be determined. The relationship coefficient λ i of the torque M i is determined, and the alarm relationship curve f(a) is determined based on the relationship coefficient λ i and the set alarm relationship coefficient C. Then, the bearing is determined based on the real-time torque of the shaft where the bearing is located and the real-time vibration amplitude of the bearing. If a fault occurs, automatic fault monitoring of the old escalator can be carried out, and the accuracy of monitoring can be improved.
可选地,所述空载时轴承振动幅值置信性分析步骤与所述空载时轴承对应轴扭矩分析步骤之间还设置有获取传动效率步骤:Optionally, a step of obtaining the transmission efficiency is further provided between the confidence analysis step of the bearing vibration amplitude when no load and the corresponding shaft torque analysis step of the bearing when no load:
获取传动效率:根据扶梯自身的传动方式,获取扶梯中各传动轴之间的传动效率η;Obtain the transmission efficiency: According to the transmission mode of the escalator itself, obtain the transmission efficiency η between each transmission shaft in the escalator;
在空载时轴承对应轴扭矩分析步骤中,还根据传动效率η计算扶梯空载时第i个轴承所对应的轴的扭矩Mi;In the step of analyzing the shaft torque corresponding to the bearing when no-load, the torque M i of the shaft corresponding to the i-th bearing when the escalator is no-load is also calculated based on the transmission efficiency eta;
Mi的计算模型修改后如下:The calculation model of Mi is modified as follows:
; ;
式中,ηi M为第i个轴承所对应的轴与驱动电机输出轴之间的总传动效率;ηi M的计算模型如下:In the formula, η i M is the total transmission efficiency between the shaft corresponding to the i-th bearing and the output shaft of the drive motor; the calculation model of η i M is as follows:
; ;
在确定报警关系曲线步骤中,Mi S的计算模型修改后如下:In the step of determining the alarm relationship curve, the calculation model of M i S is modified as follows:
。 .
通过上述技术方案,在分析轴承对应的轴的扭矩时,结合传动效率进行分析,使得得出的轴的扭矩更加精确;由于轴承的振动幅度与轴的扭矩相关,因此,在计算关系系数λi时更加精确,设定的关系曲线f(a)也更加精确,进而降低了轴承发生故障却无法发出报警的概率。Through the above technical solution, when analyzing the torque of the shaft corresponding to the bearing, the analysis is combined with the transmission efficiency, so that the torque of the shaft obtained is more accurate; since the vibration amplitude of the bearing is related to the torque of the shaft, therefore, when calculating the relationship coefficient λ i The time is more accurate, and the set relationship curve f(a) is also more accurate, thereby reducing the probability of bearing failure but being unable to issue an alarm.
可选地,所述报警关系曲线步骤中,还设定警戒关系系数C’,警戒关系系数C’大于1且小于报警关系系数C,并根据警戒关系系数C’确定警戒关系曲线f’(a),警戒关系曲线f’(a)如下式:Optionally, in the alarm relationship curve step, the alert relationship coefficient C ' is also set, the alert relationship coefficient C ' is greater than 1 and less than the alarm relationship coefficient C, and the alert relationship curve f' ( a ), the alert relationship curve f ' (a) is as follows:
; ;
所述报警判断步骤中,若在某一负载下,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)时,还对轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的频率进行判断;若在单位时间内,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的次数大于等于第一阈值,则执行报警步骤。In the alarm judgment step, if under a certain load, the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a), the vibration amplitude of the bearing is also Judgment is made when a i S is greater than the frequency of the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a); if within unit time, the vibration amplitude of the bearing a i S is greater than the warning relationship curve f ' (a) And if the number of times less than or equal to the alarm relationship curve f(a) is greater than or equal to the first threshold, then the alarm step is executed.
扶梯运行的过程中,轴承的振动幅值通常不会瞬间升高,当轴承的振动幅值升高到一定程度且连续出现时,证明轴承已经接近故障,通过采用上述技术方案,当轴承的振动幅值ai S频繁的大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)时,判定轴承将要发生故障,进而降低了因轴承故障而导致乘客受到伤害的概率。During the operation of the escalator, the vibration amplitude of the bearing usually does not rise instantaneously. When the vibration amplitude of the bearing rises to a certain level and occurs continuously, it proves that the bearing is close to failure. By adopting the above technical solution, when the vibration amplitude of the bearing When the amplitude a i S is frequently greater than the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a), it is determined that the bearing will fail, thereby reducing the probability of passengers being injured due to bearing failure.
可选地,所述报警步骤中,还对故障轴承的序号进行报告。Optionally, in the alarm step, the serial number of the faulty bearing is also reported.
通过采用上述技术方案,维护人员可根据报警步骤中报告的故障轴承序号快速的找到故障轴承,进而缩短了维护人员维护扶梯所耗费的时间,提高了维护效率。By adopting the above technical solution, maintenance personnel can quickly find the faulty bearing based on the faulty bearing serial number reported in the alarm step, thereby shortening the time spent by maintenance personnel maintaining the escalator and improving maintenance efficiency.
第二方面,本发明提供的一种扶梯故障诊断系统,采用如下的技术方案:In the second aspect, the present invention provides an escalator fault diagnosis system that adopts the following technical solution:
一种扶梯故障诊断系统,包括An escalator fault diagnosis system, including
检测模块:包括扭矩传感器、多个转速传感器以及与轴承数量相同的加速度传感器;扭矩传感器设置在驱动电机的输出轴上,其中一个转速传感器设置在驱动电机的输出轴上,其余的转动速度传感器一一对应设置在扶梯系统的传动轴上,加速度传感器一一对应设置在轴承上;Detection module: includes a torque sensor, multiple speed sensors, and acceleration sensors with the same number as the bearings; the torque sensor is set on the output shaft of the drive motor, one of the speed sensors is set on the output shaft of the drive motor, and the remaining rotation speed sensors are One-to-one correspondence is provided on the transmission shaft of the escalator system, and one-to-one acceleration sensors are provided on the bearings;
处理模块:输入端与检测模块的输出端电信号连接,用于通过检测模块测得的检测结果计算空载时轴承振动幅值的可信值AiZ、关系系数λi,进而计算报警关系曲线f(a)以及警戒关系曲线f’(a);并根据报警关系曲线f(a)以及警戒关系曲线f’(a)判断扶梯是否故障;Processing module: The input end is electrically connected to the output end of the detection module, and is used to calculate the credible value A iZ and the relationship coefficient λ i of the bearing vibration amplitude at no-load through the detection results measured by the detection module, and then calculate the alarm relationship curve f (a) and the warning relationship curve f ' (a); and determine whether the escalator is faulty based on the alarm relationship curve f (a) and the warning relationship curve f ' (a);
储存模块:输入端以及输出端均与处理模块电信号连接,用于储存信息;Storage module: both the input end and the output end are electrically connected to the processing module for storing information;
报警模块:输入端与处理模块的输出端电信号连接,用于发出报警。Alarm module: The input end is electrically connected to the output end of the processing module for issuing an alarm.
通过采用上述技术方案,在初始阶段,先对扶梯进行空载检测,进而通过扭矩传感器获得驱动电机的扭矩、通过转速传感器获得各个传动轴的转动速度、通过加速度传感器获得各个轴承的加速度,进而通过处理模块计算出空载时轴承振动幅值的可信值AiZ、关系系数λi、报警关系曲线f(a)以及警戒关系曲线f’(a)。之后扶梯开始运行,检测模块实时对扶梯进行监控,处理模块便可判断轴承的振动幅值是否超过报警关系曲线f(a)以及警戒关系曲线f’(a),并判是否需要发出报警,若需要发出报警时,报警模块发出报警,以提示维护人员扶梯存在故障,需要及时维护。By adopting the above technical solution, in the initial stage, the escalator is first tested for no-load, and then the torque of the drive motor is obtained through the torque sensor, the rotation speed of each transmission shaft is obtained through the speed sensor, the acceleration of each bearing is obtained through the acceleration sensor, and then the The processing module calculates the credible value A iZ of the bearing vibration amplitude at no load, the relationship coefficient λ i , the alarm relationship curve f (a) and the warning relationship curve f ' (a). After that, the escalator starts running, and the detection module monitors the escalator in real time. The processing module can determine whether the vibration amplitude of the bearing exceeds the alarm relationship curve f (a) and the warning relationship curve f ' (a), and determines whether an alarm needs to be issued. If When an alarm needs to be issued, the alarm module issues an alarm to remind maintenance personnel that the escalator is faulty and requires timely maintenance.
可选地,还包括选择模块,Optionally, a selection module is also included,
所述储存模块中还设置有数据库,数据库中记载有传动方式信息以及与传动方式相对应的传动效率信息;The storage module is also provided with a database, which records transmission mode information and transmission efficiency information corresponding to the transmission mode;
选择模块:输入端与储存模块的输出端连接,输出端与处理模块的输入端电信号连接,用于选择储存模块中记载的传动方式,并将与传动方式对应的传动效率输出至处理模块。Selection module: The input end is connected to the output end of the storage module, and the output end is electrically connected to the input end of the processing module to select the transmission mode recorded in the storage module and output the transmission efficiency corresponding to the transmission mode to the processing module.
通过采用上述技术方案,在对扶梯进行空载检测前,先根据各个传动轴之间的传动方式在数据库中调用传动效率,并将对应的传动效率输入至处理模块中,如此在计算关系系数 λi、报警关系曲线f(a)以及警戒关系曲线f’(a)时更加精准,进而提高了监控的准确性。By adopting the above technical solution, before performing no-load detection on the escalator, the transmission efficiency is first called in the database according to the transmission mode between each transmission shaft, and the corresponding transmission efficiency is input into the processing module. In this way, the relationship coefficient λ is calculated i , the alarm relationship curve f (a) and the warning relationship curve f ' (a) are more accurate, thus improving the accuracy of monitoring.
可选地,还包括显示模块,Optionally, a display module is also included,
显示模块:输入端与处理模块的输出的连接,用于显示报警信息。Display module: The connection between the input terminal and the output of the processing module is used to display alarm information.
通过采用上述技术方案,当扶梯发出报警时,处理模块便可将扶梯的故障信息输送至显示模块中显示,进而便于维护人员快速找到故障轴承,如此缩短了维护人员维护扶梯所耗费的时间,提高了维护效率。By adopting the above technical solution, when the escalator issues an alarm, the processing module can transmit the fault information of the escalator to the display module for display, thereby facilitating maintenance personnel to quickly find the faulty bearing, thus shortening the time spent by maintenance personnel maintaining the escalator and improving Improve maintenance efficiency.
可选地,还包括控制模块,Optionally, a control module is also included,
控制模块:输入端与处理模块的输出端电信号连接,输出端与扶梯的驱动电机电信号连接。Control module: The input end is connected with the electrical signal of the output end of the processing module, and the output end is connected with the electrical signal of the drive motor of the escalator.
通过采用上述技术方案,在扶梯发出报警时,控制模块便可控制扶梯的驱动电机停止运行,进而降低了扶梯在故障状态下运行的概率,提高了安全性。By adopting the above technical solution, when the escalator issues an alarm, the control module can control the escalator's drive motor to stop running, thereby reducing the probability of the escalator operating in a fault state and improving safety.
综上所述,本发明包括以下至少一种有益技术效果:To sum up, the present invention includes at least one of the following beneficial technical effects:
1. 通过空载时轴承振动幅值置信性分析、空载时轴承对应轴扭矩分析、确定关系系数以及确定报警关系曲线步骤的设置,使得扶梯故障诊断方法可以被应用在老式扶梯上,进而对老式扶梯进行自动的故障监控,并且提高了监控的准确性。1. Through the confidence analysis of the bearing vibration amplitude when no load, the analysis of the corresponding shaft torque of the bearing when no load, the determination of the relationship coefficient and the setting of the steps to determine the alarm relationship curve, the escalator fault diagnosis method can be applied to old escalators, and then the escalator fault diagnosis method can be applied to old escalators. Old-fashioned escalators carry out automatic fault monitoring and improve the accuracy of monitoring.
2. 通过获取传动效率步骤的设置,在计算关系系数λi以及报警关系系数C时更加准确,进而进一步提高了监控的准确性,降低了轴承发生故障却无法发出报警的概率。2. By obtaining the setting of the transmission efficiency step, the calculation of the relationship coefficient λ i and the alarm relationship coefficient C is more accurate, thereby further improving the accuracy of monitoring and reducing the probability of bearing failure without an alarm.
3. 通过设定警戒关系系数C’的设置以及报警判断步骤的设置,在轴承将要发生故障时便及时发出报警,进而降低了因轴承故障而导致乘客受到伤害的概率。3. By setting the warning relationship coefficient C ' and the alarm judgment steps, an alarm will be issued in time when the bearing is about to fail, thus reducing the probability of passengers being injured due to bearing failure.
4. 通过检测模块以及报警模块的设置,可对老式扶梯进行检测分析,还可对老式扶梯进行监控诊断,进而判断扶梯是否存在故障,以降低扶梯在故障中运行的概率,提高了安全性。4. Through the settings of the detection module and alarm module, the old escalator can be detected and analyzed, and the old escalator can also be monitored and diagnosed to determine whether there is a fault in the escalator, thereby reducing the probability of the escalator operating under a fault and improving safety.
附图说明Description of drawings
图1是本申请实施例1的流程图;Figure 1 is a flow chart of Embodiment 1 of the present application;
图2是本申请实施例2的系统图。Figure 2 is a system diagram of Embodiment 2 of the present application.
具体实施方式Detailed ways
以下结合图1至图2对本发明作进一步详细说明。The present invention will be described in further detail below with reference to FIGS. 1 to 2 .
实施例1:本实施例公开了一种扶梯故障诊断方法,参照图1,扶梯故障诊断方法包括以下步骤:Embodiment 1: This embodiment discloses an escalator fault diagnosis method. Referring to Figure 1, the escalator fault diagnosis method includes the following steps:
S1:监控准备阶段:对老式扶梯进行改造,使老式扶梯具备监控能力,同时对老式扶梯进行分析,以制定报警逻辑。S1: Monitoring preparation stage: Modify the old escalator so that it has monitoring capabilities, and analyze the old escalator to formulate alarm logic.
S2:监测诊断阶段:对老式扶梯进行监控,进而判断扶梯是否发生故障。S2: Monitoring and diagnosis stage: monitor the old escalator to determine whether the escalator is faulty.
监控准备阶段步骤S1包括空载检测步骤S1-1、空载时轴承振动幅值置信性分析步骤S1-2、获取传动效率步骤S1-3、空载时轴承对应轴扭矩分析步骤S1-4、确定关系系数步骤S1-5以及确定报警关系曲线步骤S1-6。The step S1 of the monitoring preparation phase includes the no-load detection step S1-1, the confidence analysis step S1-2 of the bearing vibration amplitude when no load, the step S1-3 of obtaining the transmission efficiency, the step S1-4 of the bearing corresponding shaft torque analysis step S1-4, Determine the relationship coefficient step S1-5 and determine the alarm relationship curve step S1-6.
S1-1:空载检测:对空载的扶梯的驱动电机以及各个轴承进行检测,进而获得扶梯空载时驱动电机的输出扭矩MM、驱动电机的输出转速nM、轴承的振动幅值ai t以及轴承的转速ni。其中,i为轴承的序号,t为检测时间。轴承的转速ni可以通过传感器直接检测,若为了节约成本,也可根据驱动电机的输出转速与传动轴之间的传动比计算得出;各个传动轴的扭矩也可以通过传感器直接检测,若为了节约成本,也可根据驱动电机的输出转矩与传动轴之间的传动比以及传动效率得出。S1-1: No-load detection: Detect the drive motor and each bearing of the unloaded escalator, and then obtain the output torque M M of the drive motor, the output speed n M of the drive motor, and the vibration amplitude a of the bearing when the escalator is no-load. i t and the rotation speed n i of the bearing. Among them, i is the bearing serial number, and t is the detection time. The rotation speed n i of the bearing can be directly detected by the sensor. In order to save costs, it can also be calculated based on the transmission ratio between the output speed of the drive motor and the transmission shaft. The torque of each transmission shaft can also be directly detected by the sensor. If in order to Cost savings can also be derived based on the transmission ratio between the output torque of the drive motor and the transmission shaft, as well as the transmission efficiency.
S1-2:空载时轴承振动幅值置信性分析:根据扶梯空载时轴承的转速ni以及振动幅值ai t计算扶梯空载时轴承振动幅值的可信值AiZ,空载时轴承振动幅值的可信值AiZ的计算模型如下:S1-2: Confidence analysis of bearing vibration amplitude when no-load: Calculate the credible value A iZ of the bearing vibration amplitude when the escalator is no-load based on the rotation speed n i and vibration amplitude a i t of the bearing when the escalator is no-load, no-load The calculation model of the credible value A iZ of the bearing vibration amplitude is as follows:
; ;
式中,Ai Tj为第i个轴承的第j个转动周期内的振动幅值区间,ki为检测过程中第i个轴承转动的圈数;Ai Tj的计算模型如下:In the formula, A i Tj is the vibration amplitude range within the jth rotation period of the i-th bearing, k i is the number of turns of the i-th bearing during the detection process; the calculation model of A i Tj is as follows:
; ;
ki的计算模型如下:ki=ni*t;且ki向下取整。The calculation model of k i is as follows: k i =n i *t; and k i is rounded down.
S1-3:获取传动效率:根据扶梯自身的传动方式,获取扶梯中各传动轴之间的传动效率η;S1-3: Obtain transmission efficiency: According to the transmission mode of the escalator itself, obtain the transmission efficiency η between each transmission shaft in the escalator;
S1-4:空载时轴承对应轴扭矩分析:根据扶梯空载时驱动电机的输出扭矩MM、驱动电机的输出转速nM、第i个轴承的转速ni以及各个传动轴之间的传动效率η计算扶梯空载时第i个轴承所对应的轴的扭矩Mi,Mi的计算模型如下:S1-4: Analysis of the corresponding shaft torque of the bearing when no-load: According to the output torque M M of the drive motor when the escalator is no-load, the output speed n M of the drive motor, the speed n of the i-th bearing and the transmission between each drive shaft The efficiency η calculates the torque Mi of the shaft corresponding to the i-th bearing when the escalator is unloaded. The calculation model of Mi is as follows:
; ;
式中,ηi M为第i个轴承所对应的轴与驱动电机输出轴之间的总传动效率;ηi M的计算模型如下:In the formula, η i M is the total transmission efficiency between the shaft corresponding to the i-th bearing and the output shaft of the drive motor; the calculation model of η i M is as follows:
。 .
S1-5:确定关系系数:确定空载时的振动幅值的可信值AiZ与轴的扭矩Mi的关系系数λi,关系系数λi的计算模型如下:S1-5: Determine the relationship coefficient: Determine the relationship coefficient λ i between the credible value A iZ of the vibration amplitude under no load and the shaft torque M i . The calculation model of the relationship coefficient λ i is as follows:
。 .
轴承的振动幅值a可理解为轴的加速度,而加速度与轴所受的径向力F’正相关;轴所受的径向力F’为轴所受的扭力F的分力,即轴所受的径向力F’为轴所受的扭力F正相关;轴所受的扭力F与轴的扭矩M正相关。因此可将上述的相关系数整合为关系系数λi。The vibration amplitude a of the bearing can be understood as the acceleration of the shaft, and the acceleration is positively related to the radial force F ' on the shaft; the radial force F ' on the shaft is the component of the torsion F on the shaft, that is, the shaft The radial force F ' experienced is positively related to the torque F experienced by the shaft; the torque F experienced by the shaft is positively related to the torque M of the shaft. Therefore, the above correlation coefficients can be integrated into the relationship coefficient λ i .
S1-6:确定关系曲线:包括设定报警关系曲线步骤S1-6-1以及设定警戒关系曲线步骤S1-6-2。S1-6: Determine the relationship curve: including the step of setting the alarm relationship curve S1-6-1 and the step of setting the warning relationship curve S1-6-2.
S1-6-1:设定报警关系曲线:设定报警关系系数C,报警关系系数C大于1,并根据报警关系系数C以及关系系数λi确定报警关系曲线f(a),报警关系曲线f(a)如下式:S1-6-1: Set the alarm relationship curve: set the alarm relationship coefficient C, the alarm relationship coefficient C is greater than 1, and determine the alarm relationship curve f (a) according to the alarm relationship coefficient C and the relationship coefficient λi, the alarm relationship curve f ( a) The following formula:
; ;
式中,Mi S为第i个轴承所对应的轴的实时扭矩,In the formula, Mi S is the real-time torque of the shaft corresponding to the i-th bearing,
Mi S的计算模型如下:The calculation model of M i S is as follows:
; ;
式中:MM S为驱动电机的实时扭矩,nM S为驱动电机的实时转速,ni S为第i个轴承的实时转速。In the formula: M M S is the real-time torque of the drive motor, n M S is the real-time speed of the drive motor, and n i S is the real-time speed of the i-th bearing.
S1-6-2:设定警戒关系曲线:设定警戒关系系数C’,警戒关系系数C’大于1且小于报警关系系数C,并根据警戒关系系数C’以及关系系数λi确定警戒关系曲线f’(a),警戒关系曲线f’(a)如下式:S1-6-2: Set the warning relationship curve: set the warning relationship coefficient C ' , which is greater than 1 and less than the alarm relationship coefficient C , and determine the warning relationship curve based on the warning relationship coefficient C ' and the relationship coefficient λ i f ' (a), the warning relationship curve f ' (a) is as follows:
。 .
监测诊断阶段步骤S2包括报警判断步骤S2-1以及报警步骤S2-2.The monitoring and diagnosis phase step S2 includes an alarm judgment step S2-1 and an alarm step S2-2.
S2-1:报警判断:包括直接报警判断步骤S2-1-1、观察报警判断步骤S2-1-2。S2-1: Alarm judgment: including direct alarm judgment step S2-1-1 and observation alarm judgment step S2-1-2.
S2-1-1:直接报警判断:若在某一负载下,轴承的振动幅值ai S大于报警关系曲线f(a),则执行报警步骤S2-2。S2-1-1: Direct alarm judgment: If under a certain load, the vibration amplitude a i S of the bearing is greater than the alarm relationship curve f(a), then the alarm step S2-2 is executed.
S2-1-2:观察报警判断:若在某一负载下,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)时,还对轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的频率进行判断;若在单位时间内,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的次数大于等于第一阈值,则执行报警步骤。S2-1-2: Observe and alarm judgment: If under a certain load, the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a), the bearing's vibration amplitude a i S is also The vibration amplitude a i S is greater than the frequency of the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a); if within unit time, the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and the number of times less than or equal to the alarm relationship curve f(a) is greater than or equal to the first threshold, then the alarm step is executed.
S2-2:报警:发出报警,对故障轴承的序号进行报告,并停止扶梯的运行。S2-2: Alarm: Sound an alarm, report the serial number of the faulty bearing, and stop the escalator.
本实施例扶梯故障诊断方法的实施原理为:The implementation principle of the escalator fault diagnosis method in this embodiment is as follows:
先对老式扶梯进行改造和检测;检测时,先对空载时轴承的振动幅值进行可信性判断,以确保采用的轴承的振动幅值不是轴承故障时的振动幅值,进而确保空载时的振动幅值的可信值AiZ与轴的扭矩Mi的关系系数λi的准确性;之后根据扶梯自身的传动方式的传动效率对关系系数λi进行进一步的修正,使关系系数λi更加精确,最终根据关系系数λi、报警关系系数C以及警戒关系系数C’确定报警关系曲线f(a)以及警戒关系曲线f’(a)。First, the old escalator is modified and tested; during the test, the reliability of the vibration amplitude of the bearing when no-load is first made to ensure that the vibration amplitude of the bearing used is not the vibration amplitude of the bearing failure, thereby ensuring that the vibration amplitude of the no-load The accuracy of the relationship coefficient λ i between the credible value A iZ of the vibration amplitude and the shaft torque Mi i is more accurate, and finally the alarm relationship curve f (a) and the warning relationship curve f ' (a) are determined based on the relationship coefficient λ i , the alarm relationship coefficient C and the warning relationship coefficient C ' .
之后对老式扶梯进行监测和诊断;监测时,若在某一负载下,轴承的振动幅值ai S大于报警关系曲线f(a),则直接发出报警,进而提醒维护人员扶梯发生了故障;若在某一负载下,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)时,还对轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的频率进行判断;若在单位时间内,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的次数大于等于第一阈值,则发出报警,进而提醒维护人员扶梯即将发生故障。Then monitor and diagnose the old escalator; during monitoring, if under a certain load, the vibration amplitude a i S of the bearing is greater than the alarm relationship curve f(a), an alarm will be issued directly, thereby reminding maintenance personnel that the escalator is faulty; If under a certain load, the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a), the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and less than or equal to the frequency of the alarm relationship curve f (a); if within unit time, the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f If the number of (a) is greater than or equal to the first threshold, an alarm will be issued to remind maintenance personnel that the escalator is about to malfunction.
实施例2:本实施例公开了一种扶梯故障诊断系统,参照图2,扶梯故障诊断系统包括:Embodiment 2: This embodiment discloses an escalator fault diagnosis system. Referring to Figure 2, the escalator fault diagnosis system includes:
检测模块:包括扭矩传感器、多个转速传感器以及与轴承数量相同的加速度传感器;扭矩传感器设置在驱动电机的输出轴上,用于检测驱动电机的实时扭矩MM S,其中一个转速传感器设置在驱动电机的输出轴上,用于检测驱动电机的实时转速nM S,其余的转动速度传感器一一对应设置在扶梯系统的传动轴上,用于检测各个传动轴的转速,进而得到与传动轴相对应的轴承的实时转速ni S,加速度传感器一一对应设置在轴承上,用于检测各个轴承的实时振动幅值ai S;轴承的加速度即是轴承的振动幅值。扭矩传感器、转速传感器以及加速度传感器的输出端均与处理模块的输入端电信号连接。Detection module: includes a torque sensor, multiple speed sensors, and acceleration sensors with the same number as the bearings; the torque sensor is set on the output shaft of the drive motor and is used to detect the real-time torque M M S of the drive motor. One of the speed sensors is set on the drive motor. The output shaft of the motor is used to detect the real-time rotation speed n M S of the drive motor. The remaining rotation speed sensors are arranged on the transmission shaft of the escalator system in one-to-one correspondence and are used to detect the rotation speed of each transmission shaft, and then obtain the relative speed of the transmission shaft. Corresponding to the real-time rotation speed n i S of the bearing, the acceleration sensor is arranged on the bearing one by one to detect the real-time vibration amplitude a i S of each bearing; the acceleration of the bearing is the vibration amplitude of the bearing. The output terminals of the torque sensor, rotation speed sensor and acceleration sensor are electrically connected to the input terminal of the processing module.
储存模块:设置有数据库,数据库中用于储存于传动方式相对应的传动效率η、报警关系系数C、警戒关系系数C’以及第一阈值。储存模块的输出端与处理模块的输入端电信号连接,使处理模块可以直接调用储存模块中的报警关系系数C、警戒关系系数C’以及第一阈值;储存模块的输入端与处理模块的输出端电信号连接,使处理模块处理得到的数据可以储存在储存模块中。Storage module: a database is provided, which is used to store the transmission efficiency eta, the alarm relationship coefficient C, the warning relationship coefficient C ' and the first threshold corresponding to the transmission mode. The output end of the storage module is electrically connected to the input end of the processing module, so that the processing module can directly call the alarm relationship coefficient C, the warning relationship coefficient C ' and the first threshold in the storage module; the input end of the storage module and the output of the processing module The terminal electrical signal connection allows the data processed by the processing module to be stored in the storage module.
处理模块:在监控准备阶段,用于通过检测模块测得的检测结果计算空载时轴承振动幅值的可信值AiZ、关系系数λi,进而计算报警关系曲线f(a)以及警戒关系曲线f’(a);Processing module: In the monitoring preparation stage, it is used to calculate the credible value A iZ and the relationship coefficient λ i of the bearing vibration amplitude at no-load through the detection results measured by the detection module, and then calculate the alarm relationship curve f (a) and the warning relationship. Curve f ' (a);
在监测诊断阶段,用于计算各个传动轴的实时扭矩,并将轴承的实时振动幅值ai S与报警关系曲线f(a)以及警戒关系曲线f’(a)进行对比,进而判断扶梯是否故障。In the monitoring and diagnosis stage, it is used to calculate the real-time torque of each drive shaft, and compare the real-time vibration amplitude a i S of the bearing with the alarm relationship curve f (a) and the warning relationship curve f ' (a), and then determine whether the escalator Fault.
选择模块:输入端与储存模块的输出端连接,输出端与处理模块的输入端电信号连接,根据扶梯系统的传动形式在储存模块中进行选择,并将与传动方式对应的传动效率输出至处理模块。Selection module: The input end is connected to the output end of the storage module, and the output end is electrically connected to the input end of the processing module. Select the storage module according to the transmission form of the escalator system, and output the transmission efficiency corresponding to the transmission mode to the processing module. module.
报警模块:输入端与处理模块的输出端电信号连接,用于发出报警。Alarm module: The input end is electrically connected to the output end of the processing module for issuing an alarm.
显示模块:输入端与处理模块的输出的连接,用于显示报警信息。Display module: The connection between the input terminal and the output of the processing module is used to display alarm information.
控制模块:输入端与处理模块的输出端电信号连接,输出端与扶梯的驱动电机电信号连接,用于控制驱动电机停止运行。Control module: The input terminal is connected with the electrical signal of the output terminal of the processing module, and the output terminal is connected with the electrical signal of the drive motor of the escalator, which is used to control the drive motor to stop running.
本实施例扶梯故障诊断系统的实施原理为:The implementation principle of the escalator fault diagnosis system in this embodiment is:
在监控准备阶段,扶梯处于空载状态,此时扭矩传感器检测的驱动电机的实时扭矩MM S为扶梯空载时驱动电机的输出扭矩MM,驱动电机的输出轴上的转速传感器检测的驱动电机的实时转速nM S为扶梯空载时驱动电机的输出转速nM,其余的转动速度传感器检测的各个轴承的实时转速ni S为扶梯空载时轴承的转速ni,加速度传感器检测各个轴承的实时振动幅值ai S为扶梯空载时轴承的振动幅值ai t。由于扶梯空载时,驱动电机的输出扭矩MM、驱动电机的实时转速nM S、各个轴承的实时转速ni S几乎保持不变,因此可以认定为定值。In the monitoring preparation stage, the escalator is in an unloaded state. At this time, the real-time torque M M S of the drive motor detected by the torque sensor is the output torque M M of the drive motor when the escalator is unloaded. The drive speed sensor detected by the speed sensor on the output shaft of the drive motor The real-time speed n M S of the motor is the output speed n M of the drive motor when the escalator is unloaded. The real-time speed n i S of each bearing detected by the other rotation speed sensors is the speed n i of the bearing when the escalator is unloaded. The acceleration sensor detects each The real-time vibration amplitude a i S of the bearing is the vibration amplitude a i t of the bearing when the escalator is unloaded. Since when the escalator is unloaded, the output torque M M of the drive motor, the real-time speed n M S of the drive motor, and the real-time speed n i S of each bearing remain almost unchanged, they can be regarded as fixed values.
之后处理模块根据扶梯空载时轴承的转速ni以及振动幅值ai t计算扶梯空载时轴承振动幅值的可信值AiZ,根据扶梯空载时驱动电机的输出扭矩MM、驱动电机的输出转速nM、第i个轴承的转速ni以及各个传动轴之间的传动效率η计算扶梯空载时第i个轴承所对应的轴的扭矩Mi,根据空载时的振动幅值的可信值AiZ与轴的扭矩Mi计算关系系数λi;之后根据关系系数λi、报警关系系数C以及警戒关系系数C’确定报警关系曲线f(a)以及警戒关系曲线f’(a)。The processing module then calculates the credible value A iZ of the bearing vibration amplitude when the escalator is unloaded based on the rotation speed n i and vibration amplitude a i t of the bearing when the escalator is unloaded. According to the output torque M M and the drive motor of the drive motor when the escalator is unloaded, The output speed n M of the motor, the speed n i of the i-th bearing and the transmission efficiency eta between each drive shaft are used to calculate the torque M i of the shaft corresponding to the i-th bearing when the escalator is unloaded. According to the vibration amplitude when no load Calculate the relationship coefficient λ i between the trusted value A iZ of the value and the torque M i of the shaft; then determine the alarm relationship curve f (a) and the warning relationship curve f ' based on the relationship coefficient λ i , the alarm relationship coefficient C and the warning relationship coefficient C ' (a).
在监测诊断阶段,扭矩传感器用于检测驱动电机的实时扭矩MM S,设置在驱动电机的输出轴上的转速传感器用于检测驱动电机的实时转速nM S,其余的转动速度传感器用于检测各个轴承的实时转速ni S,加速度传感器用于检测各个轴承的实时振动幅值ai S。处理模块根据驱动电机的实时扭矩MM S以及各个轴承的实时振动幅值ai S判断,轴承的实时振动幅值ai S是否超过了报警关系曲线f(a)以及警戒关系曲线f’(a)。In the monitoring and diagnosis stage, the torque sensor is used to detect the real-time torque M M S of the drive motor, the speed sensor set on the output shaft of the drive motor is used to detect the real-time speed n M S of the drive motor, and the remaining rotation speed sensors are used to detect The real-time rotation speed n i S of each bearing, and the acceleration sensor is used to detect the real-time vibration amplitude a i S of each bearing. The processing module determines whether the real-time vibration amplitude a i S of the bearing exceeds the alarm relationship curve f ( a) and the warning relationship curve f ' ( a).
若轴承的实时振动幅值ai S大于报警关系曲线f(a),则处理模块箱报警模块、显示模块以及控制模块发出信号,报警模块发出报警,以提示维护人员有扶梯发生故障;显示模块显示报警信息(即发生故障的轴承的编号),以便于维护人员快速找到扶梯的故障点;控制模块控制驱动电机停止运行,以降低扶梯在故障状态下运行而导致乘客受伤的概率。If the real-time vibration amplitude a i S of the bearing is greater than the alarm relationship curve f (a), the processing module box alarm module, display module and control module will send out signals, and the alarm module will send out an alarm to remind maintenance personnel that there is an escalator failure; the display module The alarm information (i.e. the number of the failed bearing) is displayed so that maintenance personnel can quickly find the fault point of the escalator; the control module controls the drive motor to stop running to reduce the probability of passengers being injured if the escalator runs in a faulty state.
若轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)时,还对轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的频率进行判断;若在单位时间内,轴承的振动幅值ai S大于警戒关系曲线f’(a)且小于等于报警关系曲线f(a)的次数大于等于第一阈值,则处理模块同样向报警模块、显示模块以及控制模块发出信号。If the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and less than or equal to the alarm relationship curve f (a), the vibration amplitude a i S of the bearing is greater than the warning relationship curve f ' (a) and The frequency of the alarm relationship curve f ( a ) is less than or equal to equal to the first threshold, the processing module also sends signals to the alarm module, display module and control module.
以上均为本发明的较佳实施例,并非依此限制本发明的保护范围,故:凡依本发明的结构、形状、原理所做的等效变化,均应涵盖于本发明的保护范围之内。The above are all preferred embodiments of the present invention, and are not intended to limit the scope of protection of the present invention. Therefore, any equivalent changes made based on the structure, shape, and principle of the present invention should be covered by the scope of protection of the present invention. Inside.
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