WO2020147710A1 - Elevator fault diagnosis method, apparatus, device and medium - Google Patents

Elevator fault diagnosis method, apparatus, device and medium Download PDF

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Publication number
WO2020147710A1
WO2020147710A1 PCT/CN2020/071967 CN2020071967W WO2020147710A1 WO 2020147710 A1 WO2020147710 A1 WO 2020147710A1 CN 2020071967 W CN2020071967 W CN 2020071967W WO 2020147710 A1 WO2020147710 A1 WO 2020147710A1
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elevator
brake
braking
current
normal
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PCT/CN2020/071967
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French (fr)
Chinese (zh)
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赵阳
李红星
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西人马帝言(北京)科技有限公司
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Publication of WO2020147710A1 publication Critical patent/WO2020147710A1/en

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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B66HOISTING; LIFTING; HAULING
    • B66BELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B5/00Applications of checking, fault-correcting, or safety devices in elevators

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  • the upper boundary of the first normal braking energy interval is the product of the average value of the brake energy generated from the first to the Nth braking operations and the first amplification factor
  • the lower boundary of the first normal braking energy interval is the product of the average value and the first attenuation coefficient
  • FIG. 2 is a schematic flow chart showing an elevator fault diagnosis method according to an embodiment of the present application.
  • the execution subject of each step of the elevator fault diagnosis method provided by the embodiment of the present application may be the fault detection module 13.
  • the current number of times the brake operation of the elevator brake has been triggered includes the result of counting the current brake operation.
  • the specific implementation manner for determining the current braking operation to trigger the elevator brake in S210 includes:
  • N is a positive integer.
  • the first normal braking energy interval [b 1 , a 1 ] may be completely included in the second normal braking energy interval [b 2 , a 2 ].
  • the failure degree of the elevator brake is relatively low.
  • the elevator maintenance personnel can be notified to inspect and repair the elevator brake only through an early warning instruction.
  • Figure 5 shows the brake energy generated by the braking operation calculated by S2422.
  • the abscissa in Fig. 5 is time (unit: second), and the ordinate in Fig. 5 is dimensionless.

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  • Maintenance And Inspection Apparatuses For Elevators (AREA)
  • Indicating And Signalling Devices For Elevators (AREA)

Abstract

An elevator fault diagnosis method, apparatus, device and medium. The method comprises: if determined that a current braking operation of an elevator brake is triggered, obtaining the current number of times that the braking operation of the elevator brake has been triggered; and if the current number of triggered times is greater than a preset threshold number N of triggered times, and braking brake energy generated by the current braking operation meets an abnormal braking condition determined according to the braking brake energy generated during first to Nth braking operations, determining that an elevator installed with the elevator brake moves abnormally. The present elevator fault diagnosis method, apparatus, device and medium may improve the degree of accuracy with which elevator faults are determined.

Description

电梯故障诊断方法、装置、设备和介质Elevator fault diagnosis method, device, equipment and medium
相关申请的交叉引用Cross-reference of related applications
本申请要求享有于2019年01月18日提交的名称为“电梯故障诊断方法、装置、设备和介质”的中国专利申请201910106138.2的优先权,该申请的全部内容通过引用并入本文中。This application claims the priority of the Chinese patent application 201910106138.2 entitled "Elevator Fault Diagnosis Method, Apparatus, Equipment and Medium" filed on January 18, 2019. The entire content of this application is incorporated herein by reference.
技术领域Technical field
本申请涉及机械领域,特别是涉及一种电梯故障诊断方法、装置、设备和介质。This application relates to the field of machinery, in particular to an elevator fault diagnosis method, device, equipment and medium.
背景技术Background technique
在我国城镇化的建设过程中,电梯的应用非常普遍。电梯是现代建筑不可或缺的一部分,其不仅承担了运输功能,也是出行的重要方式。In the process of urbanization in my country, the application of elevators is very common. Elevator is an indispensable part of modern architecture. It not only undertakes the transportation function, but is also an important way of travel.
在实际生活中,电梯给人们带来了更多便利的同时,其故障问题也会严重影响人身安全。近年来,我国很多地方都出现了电梯安全事故,电梯困人、电梯挤压和电梯坠落等现象频繁出现,造成了很大的人员伤亡,电梯安全问题也成为了当前社会最关心的问题之一。In real life, while elevators bring more convenience to people, their malfunctions will also seriously affect personal safety. In recent years, elevator safety accidents have occurred in many parts of our country. Elevator trapping, elevator squeezing and elevator falling have frequently occurred, causing great casualties. Elevator safety has become one of the most concerned issues in the current society. .
由于电梯需要长时间运行,其安全隐患很大,这无疑加大了电梯安全管理的难度。电梯安全管理涉及到的电梯抱闸是当电梯轿厢处于静止且马达处于失电状态下防止电梯再移动的机电装置,是电梯最重要的安全保障之一。电梯抱闸一旦发生故障,会造成致命的后果。但目前,有效预防抱闸故障的方法很少,一般只能进行人工的检测维修。人工检测维修的这种方法确定电梯故障的准确度较低。As the elevator needs to run for a long time, its safety hazards are great, which undoubtedly increases the difficulty of elevator safety management. The elevator brake involved in elevator safety management is an electromechanical device that prevents the elevator from moving again when the elevator car is at a standstill and the motor is in a power-off state. It is one of the most important safety guarantees for elevators. Once the elevator brake fails, it will cause fatal consequences. But at present, there are few effective methods to prevent brake failures, and generally only manual inspection and maintenance are possible. This method of manual inspection and maintenance has low accuracy in determining elevator faults.
发明内容Summary of the invention
本申请实施例提供的电梯故障诊断方法、装置、设备和介质,可以提 高确定电梯故障的精准度。The elevator fault diagnosis method, device, equipment, and medium provided by the embodiments of the present application can improve the accuracy of determining elevator faults.
根据本申请实施例的一方面,提供一种方法,包括:According to an aspect of the embodiments of the present application, a method is provided, including:
若确定触发电梯抱闸的当前次制动操作,获取电梯抱闸的制动操作的当前已触发次数;If it is determined that the current brake operation of the elevator brake is triggered, obtain the current number of times the brake operation of the elevator brake has been triggered;
若当前已触发次数大于预设的触发次数阈值N且当前次制动操作产生的制动抱闸能量满足依据第1次至第N次制动操作产生的制动抱闸能量确定的异常制动条件,确定安装电梯抱闸的电梯异常移动,其中,N为正整数。If the current number of triggers is greater than the preset trigger number threshold N and the brake energy generated by the current braking operation meets the abnormal braking determined based on the brake energy generated from the first to the Nth braking operation The condition is to determine the abnormal movement of the elevator with the elevator brake, where N is a positive integer.
在一种可选的实施方式中,方法还包括:In an optional implementation manner, the method further includes:
获取由设置于电梯抱闸上的振动传感器监测到的、从触发当前次制动操作开始的预设时间段内的电压信号;Obtain the voltage signal monitored by the vibration sensor set on the elevator brake and within the preset time period from the triggering of the current braking operation;
利用小波包分解技术将电压信号分解为多个子频带上的电压子信号,并利用多个电压子信号对应的制动抱闸能量计算当前次制动操作产生的制动抱闸能量。The wavelet packet decomposition technique is used to decompose the voltage signal into voltage sub-signals in multiple sub-bands, and the brake energy corresponding to the multiple voltage sub-signals is used to calculate the brake energy generated by the current braking operation.
在一种可选的实施方式中,利用多个电压子信号对应的制动抱闸能量计算当前次制动操作产生的制动抱闸能量,具体包括:In an optional implementation manner, using the brake energy corresponding to the multiple voltage sub-signals to calculate the brake energy generated by the current braking operation specifically includes:
对多个电压子信号对应的制动抱闸能量进行归一化处理,得到多个归一化制动抱闸能量;Normalize the brake energy corresponding to multiple voltage sub-signals to obtain multiple normalized brake energy;
将多个归一化制动抱闸能量的和作为当前次制动操作产生的制动抱闸能量。The sum of multiple normalized brake energies is used as the brake energy generated by the current braking operation.
在一种可选的实施方式中,异常制动条件包括:当前次制动操作产生的制动抱闸能量背离正态分布模型,In an optional implementation, the abnormal braking condition includes: the braking energy generated by the current braking operation deviates from the normal distribution model,
其中,正态分布模型基于第1次至第N次制动操作产生的制动抱闸能量建立。Among them, the normal distribution model is established based on the braking energy generated from the first to the Nth braking operations.
在一种可选的实施方式中,异常制动条件包括:当前次制动操作产生的制动抱闸能量超出制动能量正常区间,In an alternative embodiment, the abnormal braking condition includes: the braking energy generated by the current braking operation exceeds the normal range of braking energy,
其中,制动抱闸能量正常区间基于第1次至第N次制动操作产生的制动抱闸能量确定。Among them, the normal zone of the brake energy is determined based on the brake energy generated from the first to the Nth brake operation.
在一种可选的实施方式中,制动能量正常区间包括第一制动能量正常 区间和第二制动能量正常区间,In an optional embodiment, the normal braking energy interval includes a first normal braking energy interval and a second normal braking energy interval,
其中,第一制动能量正常区间的上边界为第1次至第N次制动操作产生的制动抱闸能量的平均值与第一放大系数的乘积,第一制动能量正常区间的下边界为平均值与第一衰减系数的乘积,Among them, the upper boundary of the first normal braking energy interval is the product of the average value of the brake energy generated from the first to the Nth braking operations and the first amplification factor, and the lower boundary of the first normal braking energy interval The boundary is the product of the average value and the first attenuation coefficient,
第二制动能量正常区间的上边界为平均值与第二放大系数的乘积,第二制动能量正常区间的下边界为平均值与第二衰减系数的乘积,The upper boundary of the second normal braking energy interval is the product of the average value and the second amplification coefficient, and the lower boundary of the second normal braking energy interval is the product of the average value and the second attenuation coefficient.
第一放大系数和第二放大系数均大于1,且第一放大系数小于第二放大系数,The first amplification factor and the second amplification factor are both greater than 1, and the first amplification factor is less than the second amplification factor,
第一衰减系数和第二衰减系数均小于1,且第一衰减系数大于第二衰减系数。The first attenuation coefficient and the second attenuation coefficient are both less than 1, and the first attenuation coefficient is greater than the second attenuation coefficient.
在一种可选的实施方式中,获取电梯抱闸的制动操作的当前已触发次数之后,方法还包括:In an optional implementation manner, after obtaining the current number of triggers of the brake operation of the elevator brake, the method further includes:
若当前已触发次数大于N且当前次制动操作产生的制动抱闸能量超出第一制动能量正常区间且位于第二制动能量正常区间,发送用于提示检查电梯抱闸的预警指令;If the current number of triggers is greater than N and the braking energy generated by the current braking operation exceeds the first normal braking energy interval and is located in the second normal braking energy interval, send an early warning instruction for prompting checking the elevator brake;
若当前已触发次数大于N且当前次制动操作产生的制动抱闸能量超出第二制动能量正常区间,发送用于指示立即检修电梯抱闸的告警指令。If the current number of triggers is greater than N and the brake energy generated by the current braking operation exceeds the second normal range of braking energy, an alarm instruction for instructing the elevator brake to be repaired immediately is sent.
在一种可选的实施方式中,确定触发电梯抱闸的当前次制动操作,包括:In an optional implementation manner, determining the current braking operation that triggers the elevator brake includes:
若监测到电梯在运行方向上由运动状态转换为静止状态,确定电梯抱闸触发当前次制动操作。If it is detected that the elevator changes from a moving state to a stationary state in the running direction, it is determined that the elevator brake triggers the current braking operation.
在一种可选的实施方式中,方法还包括:In an optional implementation manner, the method further includes:
若监测到电梯的运行速度超出预设的速度正常区间,确定电梯异常移动。If it is detected that the running speed of the elevator exceeds the preset normal speed range, it is determined that the elevator is moving abnormally.
根据本申请实施例的另一方面,提供一种电梯故障诊断装置,包括:According to another aspect of the embodiments of the present application, there is provided an elevator fault diagnosis device, including:
第一获取模块,用于若确定触发电梯抱闸的当前次制动操作,获取电梯抱闸的制动操作的当前已触发次数;The first acquisition module is used to acquire the current number of times of the brake operation of the elevator brake that has been triggered if it is determined that the current brake operation of the elevator brake is triggered;
确定异常模块,用于若当前已触发次数大于预设的触发次数阈值N且当前次制动操作产生的制动抱闸能量满足依据第1次至第N次制动操作产 生的制动抱闸能量确定的异常制动条件,确定安装电梯抱闸的电梯异常移动。Determining the abnormality module, used if the current number of triggers is greater than the preset trigger number threshold N and the brake energy generated by the current brake operation meets the brake brake generated from the first to the Nth brake operation The abnormal braking condition determined by the energy determines the abnormal movement of the elevator with the elevator brake.
根据本申请实施例的又一方面,提供一种电梯故障诊断设备,包括:According to another aspect of the embodiments of the present application, there is provided an elevator fault diagnosis device, including:
存储器,用于存储程序;Memory for storing programs;
处理器,用于运行存储器中存储的程序,以执行本申请实施例提供的电梯故障诊断方法。The processor is configured to run a program stored in the memory to execute the elevator fault diagnosis method provided by the embodiment of the present application.
根据本申请实施例的再一方面,提供一种计算机存储介质,计算机存储介质上存储有计算机程序指令,计算机程序指令被处理器执行时实现本申请实施例提供的电梯故障诊断方法。According to another aspect of the embodiments of the present application, a computer storage medium is provided, and computer program instructions are stored on the computer storage medium. The computer program instructions are executed by a processor to implement the elevator fault diagnosis method provided by the embodiments of the present application.
根据本申请实施例中的电梯故障诊断方法、装置、设备和介质,利用第1次至第N次制动操作产生的制动抱闸能量确定电梯抱闸的异常制动条件,并利用当前次制动操作产生的制动抱闸能量是否满足异常制动条件来判断电梯是否异常移动。由于随着制动次数的增加,电梯抱闸的制动性能往往因为磨损而逐渐慢性衰减,针对一电梯抱闸,其前N次制动的制动性能正常。本方案利用前N次制动操作产生的制动抱闸能量制定的异常制动条件来判断电梯是否故障,能够提高确定电梯故障的精准度。According to the elevator fault diagnosis method, device, equipment and medium in the embodiments of the present application, the brake energy generated from the first to the Nth brake operation is used to determine the abnormal braking condition of the elevator brake, and the current Whether the brake energy generated by the braking operation meets the abnormal braking conditions is used to determine whether the elevator moves abnormally. As the number of braking increases, the braking performance of the elevator brake is often gradually and chronically decayed due to wear. For an elevator brake, the braking performance of the first N brakes is normal. This solution uses the abnormal braking conditions established by the brake energy generated by the previous N braking operations to determine whether the elevator is faulty, which can improve the accuracy of determining the elevator fault.
附图说明BRIEF DESCRIPTION
下面将通过参考附图来描述本申请示例性实施例的特征、优点和技术效果。The features, advantages, and technical effects of exemplary embodiments of the present application will be described below with reference to the drawings.
图1是示出根据本申请实施例提供的电梯故障诊断系统的系统构架图;Figure 1 is a system architecture diagram showing an elevator fault diagnosis system provided according to an embodiment of the present application;
图2是示出根据本申请实施例的电梯故障诊断方法的示意流程图;Figure 2 is a schematic flow chart showing an elevator fault diagnosis method according to an embodiment of the present application;
图3示出了一段结合了由光电传感器采集的光电信号的电压信号;Figure 3 shows a section of voltage signal that combines the photoelectric signal collected by the photoelectric sensor;
图4示出了图3中电压信号的部分放大信号;Fig. 4 shows a partially amplified signal of the voltage signal in Fig. 3;
图5示出了利用S2422计算得到的制动操作产生的制动抱闸能量;Figure 5 shows the brake energy generated by the braking operation calculated by S2422;
图6示出了根据本申请一实施例提供的电梯故障诊断装置的结构示意图;Figure 6 shows a schematic structural diagram of an elevator fault diagnosis device according to an embodiment of the present application;
图7是本申请实施例中电梯故障诊断设备的示例性硬件架构的结构图。Figure 7 is a structural diagram of an exemplary hardware architecture of an elevator fault diagnosis device in an embodiment of the present application.
具体实施方式detailed description
下面结合附图和实施例对本申请的实施方式作进一步详细描述。以下实施例的详细描述和附图用于示例性地说明本申请的原理,但不能用来限制本申请的范围,即本申请不限于所描述的实施例。The implementation of the present application will be described in further detail below with reference to the drawings and examples. The detailed description and drawings of the following embodiments are used to exemplarily illustrate the principles of the present application, but cannot be used to limit the scope of the present application, that is, the present application is not limited to the described embodiments.
在本申请的描述中,需要说明的是,除非另有说明,“多个”的含义是两个以上;术语“上”、“下”、“左”、“右”等指示的方位或位置关系仅是为了便于描述本申请和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本申请的限制。此外,术语“第一”、“第二”等仅用于描述目的,而不能理解为指示或暗示相对重要性。In the description of this application, it should be noted that, unless otherwise specified, "plurality" means two or more; the terms "upper", "lower", "left", "right", etc. indicate the orientation or position The relationship is only for the convenience of describing the application and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as a limitation of the application. In addition, the terms "first", "second", etc. are for descriptive purposes only, and cannot be understood as indicating or implying relative importance.
在本申请的描述中,还需要说明的是,除非另有明确的规定和限定,术语“安装”、“相连”、“连接”应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或一体地连接;可以是直接相连,也可以通过中间媒介间接相连。对于本领域的普通技术人员而言,可视具体情况理解上述术语在本申请中的具体含义。In the description of this application, it should also be noted that, unless otherwise clearly specified and limited, the terms "installation", "connection", and "connection" should be understood in a broad sense, for example, it can be a fixed connection or a Disassembly connection, or integral connection; either directly connected or indirectly connected through an intermediary. For those of ordinary skill in the art, the specific meaning of the above-mentioned terms in this application can be understood according to specific circumstances.
电梯抱闸异常是造成电梯异常移动的原因之一。电梯抱闸异常包括电梯抱闸过松以及电梯抱闸过紧。当电梯抱闸过松时,可能会发生溜梯现象。即,当电梯从运动状态变为静止状态时,电梯抱闸过松而未抱死电梯,导致电梯在第一时间没有停在相应楼层,电梯轿厢又发生了位移。当电梯抱闸过紧时,电梯抱闸的制动抱闸能量可能会过小。Abnormal elevator brake is one of the reasons for abnormal elevator movement. Elevator brake abnormalities include the elevator brake too loose and the elevator brake too tight. When the elevator brake is too loose, the elevator sliding phenomenon may occur. That is, when the elevator changes from a moving state to a stationary state, the elevator brake is too loose and the elevator is not locked, causing the elevator to not stop at the corresponding floor for the first time, and the elevator car is displaced again. When the elevator brake is too tight, the brake energy of the elevator brake may be too small.
此外,若动力部件异常,在曳引轿厢的过程中可能出现“钢丝绳打滑”、“溜车”、“冲顶”、“蹲底”等现象造成电梯异常移动,严重威胁乘坐者的人身和财产安全。In addition, if the power components are abnormal, there may be phenomena such as "wire rope slipping", "rolling", "topping", "squatting bottom" and other phenomena during the traction of the car. Safety.
另外,若电梯未停到各楼层的预定位置,或者电梯在运行过程中速度过快或过慢,均可能因电梯异常移动造成危害。In addition, if the elevator does not stop to the predetermined position on each floor, or the elevator is too fast or too slow during operation, it may cause damage due to the abnormal movement of the elevator.
然而,若依据现有的人工检测维修的方式对上述故障进行检修,电梯维护人员很难准确判断电梯是否异常移动。因此,需要一种能够提高确定电梯故障的精准度的电梯故障诊断方案。However, if the above-mentioned faults are inspected and repaired according to the existing manual inspection and repair methods, it is difficult for elevator maintenance personnel to accurately determine whether the elevator moves abnormally. Therefore, there is a need for an elevator fault diagnosis solution that can improve the accuracy of determining elevator faults.
为了更好的理解本申请,下面将结合附图,详细描述根据本申请实施 例的电梯故障诊断方法、装置、设备和介质,应注意,这些实施例并不用来限制本申请公开的范围。In order to better understand the present application, the elevator fault diagnosis method, device, equipment and medium according to the embodiments of the present application will be described in detail below with reference to the accompanying drawings. It should be noted that these embodiments are not used to limit the scope of the disclosure of the present application.
图1是示出根据本申请实施例提供的电梯故障诊断系统的系统构架图。如图1所示,电梯故障诊断系统10包括:用于检测电梯抱闸的振动强度的振动传感器11、用于监测电梯实时行驶状态的运动监测模块12和用于判断电梯是否异常移动的故障检测模块13。Figure 1 is a system architecture diagram showing an elevator fault diagnosis system provided according to an embodiment of the present application. As shown in Figure 1, the elevator fault diagnosis system 10 includes: a vibration sensor 11 for detecting the vibration intensity of the elevator brake, a motion monitoring module 12 for monitoring the real-time running status of the elevator, and a fault detection for judging whether the elevator is moving abnormally Module 13.
在本申请的一些实施例中,振动传感器11固定于电梯抱闸上,用于将电梯抱闸的振动强度转换为电信号。In some embodiments of the present application, the vibration sensor 11 is fixed on the elevator brake, and is used to convert the vibration intensity of the elevator brake into an electric signal.
在一个示例中,振动传感器11可以具体为压电式加速度传感器。具体地,利用压电式加速度传感器可以将电梯抱闸的振动强度转换为电压信号。该电压信号能够反映当前次制动操作的制动抱闸能量。In an example, the vibration sensor 11 may specifically be a piezoelectric acceleration sensor. Specifically, the piezoelectric acceleration sensor can be used to convert the vibration intensity of the elevator brake into a voltage signal. The voltage signal can reflect the brake energy of the current braking operation.
在本申请的一些实施例中,电梯实时行驶状态包括在电梯运行方向上的运动状态和停止状态。In some embodiments of the present application, the real-time running state of the elevator includes the moving state and the stopping state in the running direction of the elevator.
在一些实施例中,运动监测模块12可以包括三轴加速度传感器,和/或,光电传感器等能够监测到电梯实施行驶状态的传感装置。In some embodiments, the motion monitoring module 12 may include a three-axis acceleration sensor, and/or a photoelectric sensor and other sensing devices capable of monitoring the running state of the elevator.
在一个实施例中,三轴加速度传感器可设置于电梯轿厢上的,例如电梯轿厢顶部,可以对电梯运行方向上产生的加速度进行检测。In one embodiment, the three-axis acceleration sensor may be arranged on the elevator car, for example, on the top of the elevator car, and can detect the acceleration generated in the running direction of the elevator.
在一个实施例中,光电传感器包括:在电梯轿厢相应位置上相对设置的光信号发射端和光信号接收端,以及设置于每一楼层预定位置的挡片。具体地,当电梯通过各楼层或停在各楼层的预定位置时,由光信号发射端发送的光信号会被挡片遮挡而无法射入光信号接收端。In one embodiment, the photoelectric sensor includes: a light signal transmitting terminal and a light signal receiving terminal arranged oppositely at the corresponding position of the elevator car, and a baffle arranged at a predetermined position on each floor. Specifically, when the elevator passes through each floor or stops at a predetermined position of each floor, the optical signal sent by the optical signal transmitting terminal will be blocked by the blocking sheet and cannot enter the optical signal receiving terminal.
在本实施例中,光电传感器可以生成光电信号。该光电信号可以包括高电压子信号和低电压子信号。具体地,当光信号接收端接收到光信号发射端发送的光信号时,产生低电压子信号;当光信号接收端因为挡片遮挡无法接受到光信号时,产生高电压子信号。In this embodiment, the photoelectric sensor can generate a photoelectric signal. The photoelectric signal may include a high-voltage sub-signal and a low-voltage sub-signal. Specifically, when the optical signal receiving end receives the optical signal sent by the optical signal transmitting end, a low-voltage sub-signal is generated; when the optical signal receiving end cannot receive the optical signal because of the blocking sheet, a high-voltage sub-signal is generated.
在本申请一些实施例中,故障检测模块13可以根据振动传感器11检测到的信号和运动监测模块12监测到的电梯实时行驶状态判断电梯是否异常移动。In some embodiments of the present application, the fault detection module 13 can determine whether the elevator is moving abnormally according to the signal detected by the vibration sensor 11 and the real-time running state of the elevator monitored by the motion monitoring module 12.
在本申请的一些实施例中,故障检测模块13可以直接设置于电梯装置 内,与振动传感器11和运动监测模块12有线通信连接。或者,设置于远程服务器内,与振动传感器11和运动监测模块12无线通信连接。In some embodiments of the present application, the fault detection module 13 may be directly arranged in the elevator device, and connected to the vibration sensor 11 and the motion monitoring module 12 in wired communication. Or, it is set in a remote server and is connected to the vibration sensor 11 and the motion monitoring module 12 in wireless communication.
图2是示出根据本申请实施例的电梯故障诊断方法的示意流程图。其中,本申请实施例提供的电梯故障诊断方法的各个步骤的执行主体可以是故障检测模块13。Figure 2 is a schematic flow chart showing an elevator fault diagnosis method according to an embodiment of the present application. Wherein, the execution subject of each step of the elevator fault diagnosis method provided by the embodiment of the present application may be the fault detection module 13.
如图2所示,本实施例中的电梯故障诊断方法200可以包括以下步骤S210和S220:As shown in FIG. 2, the elevator fault diagnosis method 200 in this embodiment may include the following steps S210 and S220:
S210,若确定触发电梯抱闸的当前次制动操作,获取电梯抱闸的制动操作的当前已触发次数。S210: If it is determined that the current brake operation of the elevator brake is triggered, obtain the current number of times the brake operation of the elevator brake has been triggered.
在本申请的一些实施例中,电梯抱闸还可以具体为电梯制动器、电梯闸瓦等能够在电梯马达断电后能够刹住电梯的装置。In some embodiments of the present application, the elevator brake may also be specifically an elevator brake, an elevator brake shoe, and other devices that can brake the elevator after the elevator motor is powered off.
在实际使用场景中,电梯抱闸具有松闸和抱闸两种状态。具体地,在马达得电时处于松闸状态,在马达失电时处于抱闸状态。In actual usage scenarios, the elevator brake has two states: loose brake and brake. Specifically, when the motor is energized, it is in a brake release state, and when the motor is deenergized, it is in a brake state.
在一些实施例中,电梯抱闸可以设置于电梯曳引装置上。In some embodiments, the elevator brake may be provided on the elevator traction device.
在本申请的一些实施例中,电梯抱闸的制动操作表示为了使电梯抱闸能够刹住电梯而触发的动作。In some embodiments of the present application, the braking operation of the elevator brake refers to an action triggered to enable the elevator brake to brake the elevator.
具体地,在电梯抱闸触发制动操作前,电梯抱闸处于松闸状态,在电梯运行方向上,电梯处于运动状态。在电梯抱闸触发制动操作后,电梯抱闸处于抱闸状态,在电梯运行方向上,电梯处于停止状态。Specifically, before the elevator brake triggers the braking operation, the elevator brake is in a brake release state, and the elevator is in a moving state in the elevator running direction. After the elevator brake triggers the braking operation, the elevator brake is in the brake state, and the elevator is in the stopped state in the elevator running direction.
在一些实施例中,电梯抱闸的制动操作的当前已触发次数,包括对当前次制动操作的计数结果。In some embodiments, the current number of times the brake operation of the elevator brake has been triggered includes the result of counting the current brake operation.
作一个示例,若当前次制动操作是电梯抱闸是投入使用后的第10001次制动,则当前已触发次数为10001次。As an example, if the current brake operation is the 10001st brake after the elevator brake is put into use, the current number of triggers is 10001.
在本申请的一些实施例中,S210中确定触发电梯抱闸的当前次制动操作的具体实施方式包括:In some embodiments of the present application, the specific implementation manner for determining the current braking operation to trigger the elevator brake in S210 includes:
若监测电梯在运行方向上由运动状态转换为静止状态,确定电梯抱闸触发当前次制动操作。If the monitored elevator changes from a moving state to a stationary state in the running direction, it is determined that the elevator brake triggers the current braking operation.
在一些实施例中,可通过三轴加速度传感器和/或光电传感器监测电梯在运行方向上的实时状态。In some embodiments, the real-time status of the elevator in the running direction can be monitored by a three-axis acceleration sensor and/or a photoelectric sensor.
在一个实施例中,利用三轴加速度传感器检测到电梯运行方向上电梯加速度分量,可以对该加速度分量运用积分等方式获得电梯在运行方向上的实时行驶速度。具体地,当电梯在运行方向上的实时行驶速度不为0时,电梯处于运动状态,当电梯在运行方向上的实时行驶速度为0时,电梯处于静止状态。In one embodiment, the three-axis acceleration sensor is used to detect the elevator acceleration component in the running direction of the elevator, and the real-time travel speed of the elevator in the running direction can be obtained by integrating the acceleration component or the like. Specifically, when the real-time running speed of the elevator in the running direction is not 0, the elevator is in a moving state, and when the real-time running speed of the elevator in the running direction is 0, the elevator is in a stationary state.
在另一个实施例中,通过分析利用光电传感器采集的光电信号能够判断电梯的实时行驶状态。具体地,当电梯经过各楼层的预定位置时,可以采集高电压光电子信号,其他情况时,采集低电压光电子信号。In another embodiment, the real-time running state of the elevator can be judged by analyzing the photoelectric signal collected by the photoelectric sensor. Specifically, when the elevator passes a predetermined position on each floor, it can collect high-voltage optoelectronic signals, and in other cases, collect low-voltage optoelectronic signals.
在又一个实施例中,为了进一步提高对电梯异常移动的判断准确性,可认为电梯正常停止需要满足两个条件:一是准确停止到各楼层的预定位置,二是行驶速度为0。In another embodiment, in order to further improve the accuracy of the judgment of the abnormal movement of the elevator, it can be considered that two conditions must be met for the elevator to stop normally: one is to stop accurately to the predetermined position of each floor, and the other is that the traveling speed is zero.
因此,当利用三轴加速度传感器确定电梯运行速度为0,且光电传感器实时产生高电压光电子信号时,确定电梯由运动状态转换为停止状态。Therefore, when the three-axis acceleration sensor is used to determine that the elevator running speed is 0, and the photoelectric sensor generates a high-voltage optoelectronic signal in real time, it is determined that the elevator is converted from a moving state to a stopped state.
S220,若当前已触发次数大于预设的触发次数阈值N且当前次制动操作产生的制动抱闸能量满足依据第1次至第N次制动操作产生的制动抱闸能量确定的异常制动条件,确定安装电梯抱闸的电梯异常移动。其中,N为正整数。S220: If the current number of triggers is greater than the preset trigger number threshold N and the brake energy generated by the current braking operation meets the abnormality determined based on the brake energy generated from the first to the Nth braking operation The braking condition determines the abnormal movement of the elevator with the elevator brake. Among them, N is a positive integer.
根据本申请实施例中的电梯故障诊断方法,利用第1次至第N次制动操作产生的制动抱闸能量确定电梯抱闸的异常制动条件,并利用当前次制动操作产生的制动抱闸能量是否满足异常制动条件来判断电梯是否异常移动。由于随着制动次数的增加,电梯抱闸的制动性能往往因为磨损而逐渐慢性衰减,针对一电梯抱闸,其前N次制动的制动性能正常。本方案利用前N次制动操作产生的制动抱闸能量制定的异常制动条件来判断电梯是否故障,能够提高确定电梯故障的精准度。According to the elevator fault diagnosis method in the embodiment of the present application, the brake energy generated from the first to the Nth brake operation is used to determine the abnormal braking condition of the elevator brake, and the brake generated by the current brake operation is used. Whether the dynamic brake energy meets the abnormal braking conditions to determine whether the elevator moves abnormally. As the number of braking increases, the braking performance of the elevator brake is often gradually and chronically decayed due to wear. For an elevator brake, the braking performance of the first N brakes is normal. This solution uses the abnormal braking conditions established by the brake energy generated by the previous N braking operations to determine whether the elevator is faulty, which can improve the accuracy of determining the elevator fault.
同时,相较于人工检测维修方式,本申请实施例提供的方法,能够先于电梯抱闸故障以及电梯事故发生,及时发现因电梯抱闸故障、电梯曳引绳损坏等原因造成的电梯异常移动,进一步有效防止电梯重大安全事故的发生。并且,更为智能,减少了人工判断的误差性,提高了判断故障的可靠性。以及,能够实施掌握电梯抱闸的状态以及电梯的行驶状态。At the same time, compared to manual inspection and maintenance methods, the method provided in the embodiments of the present application can detect abnormal elevator movement caused by elevator brake failure, elevator traction rope damage, etc., before elevator brake failure and elevator accident occur. , To further effectively prevent the occurrence of major elevator safety accidents. Moreover, it is more intelligent, reduces the error of manual judgment, and improves the reliability of fault judgment. And, it is possible to grasp the state of the elevator brake and the running state of the elevator.
此外,针对各电梯抱闸,本申请实施例能够根据前N次制动的制动操作产生的制动抱闸能量确定的异常制动条件,能够根据自适应的设置异常制动条件,以及自适应地诊断电梯异常移动。In addition, for each elevator brake, the embodiment of the present application can determine the abnormal braking condition based on the braking energy generated by the previous N braking operations, can set the abnormal braking condition adaptively, and automatically Diagnose abnormal elevator movement adaptively.
另外,本申请实施例提供的方法能够适用于各式各样、不同类型的电梯抱闸,且检测故障的准确性均较高。In addition, the method provided by the embodiments of the present application can be applied to various and different types of elevator brakes, and the accuracy of detecting faults is high.
在本申请的一些实施例,触发次数阈值N可以是根据电梯抱闸的结构特点、失效机理、使用年限、使用寿命等设定的一个经验值。In some embodiments of the present application, the threshold N of the number of triggers may be an empirical value set according to the structural characteristics, failure mechanism, service life, and service life of the elevator brake.
例如,针对一类型的电梯抱闸,可以将其触发次数阈值N设置为10000次。在本示例中,对该电梯抱闸而言,其前10000次制动操作均默认为正常制动。For example, for a type of elevator brake, the threshold N of the number of triggers can be set to 10000 times. In this example, for the elevator brake, the first 10,000 braking operations are defaulted to normal braking.
在本申请的一些实施例中,为了能够量化地衡量电梯是否异常移动,异常制动条件包括:当前次制动操作产生的制动抱闸能量背离正态分布模型。其中,正态分布模型基于第1次至第N次制动操作产生的制动抱闸能量建立。In some embodiments of the present application, in order to be able to quantitatively measure whether the elevator moves abnormally, the abnormal braking condition includes: the braking energy generated by the current braking operation deviates from the normal distribution model. Among them, the normal distribution model is established based on the braking energy generated from the first to the Nth braking operations.
在本实施例中,若电梯抱闸能够正常制动,电梯抱闸的制动操作产生的制动抱闸能量服从正态分布模型。因此,可以根据第1次至第N次制动操作产生的制动抱闸能量建立正态分布模型,用以表征电梯抱闸的正常制动操作产生的制动抱闸能量的分布规律。In this embodiment, if the elevator brake can brake normally, the brake energy generated by the brake operation of the elevator brake obeys the normal distribution model. Therefore, a normal distribution model can be established based on the brake energy generated from the first to the Nth brake operation to characterize the distribution law of the brake energy generated by the normal braking operation of the elevator brake.
在一些实施例中,若异常制动条件包括:当前次制动操作产生的制动抱闸能量背离正态分布模型,S220的具体实施方式包括S221至S223:In some embodiments, if the abnormal braking condition includes: the braking energy generated by the current braking operation deviates from the normal distribution model, the specific implementation of S220 includes S221 to S223:
S221,若当前已触发次数大于N,判断当前次制动操作产生的制动抱闸能量是否服从正态分布模型。S221: If the current number of triggers is greater than N, determine whether the brake energy generated by the current braking operation obeys the normal distribution model.
S222,若当前次制动操作产生的制动抱闸能量服从正态分布模型,则认为当前次制动操作正常,即电梯抱闸正常,电梯未异常移动。S222: If the braking energy generated by the current braking operation obeys the normal distribution model, it is considered that the current braking operation is normal, that is, the elevator braking is normal and the elevator does not move abnormally.
S223,若当前次制动操作产生的制动抱闸能量背离正态分布模型,则认为电梯异常移动。S223: If the brake energy generated by the current braking operation deviates from the normal distribution model, it is considered that the elevator moves abnormally.
在本申请的另一些实施例中,为了能够量化地衡量电梯是否异常移动,异常制动条件包括:当前次制动操作产生的制动抱闸能量超出制动能量正常区间。In some other embodiments of the present application, in order to be able to quantitatively measure whether the elevator moves abnormally, the abnormal braking condition includes: the braking energy generated by the current braking operation exceeds the normal interval of braking energy.
其中,制动抱闸能量正常区间基于第1次至第N次制动操作产生的制动抱闸能量确定。Among them, the normal zone of the brake energy is determined based on the brake energy generated from the first to the Nth brake operation.
在一些实施例中,制动能量正常区间[b,a]可以是以第1次至第N次制动操作产生的制动抱闸能量的平均值为中心,拓展出的一个数值区间。In some embodiments, the normal braking energy interval [b, a] may be a numerical interval expanded from the average value of the braking energy generated from the first to the Nth braking operations as the center.
在一些实施例中,为了进一步提高确定电梯故障的精准度,制动能量正常区间可包括第一制动能量正常区间[b 1,a 1]和第二制动能量正常区间[b 2,a 2]。 In some embodiments, in order to further improve the accuracy of determining elevator failure, the normal braking energy interval may include a first normal braking energy interval [b 1 , a 1 ] and a second normal braking energy interval [b 2 , a 2 ].
具体地,当前次制动操作产生的制动抱闸能量位于第一制动能量正常区间内时,表征电梯抱闸无故障;当超出第一制动能量正常区间且未超出第二制动能量正常区间时,表征电梯抱闸轻微故障;当超出第二制动能量正常区间时,表征电梯抱闸严重故障。Specifically, when the braking energy generated by the current braking operation is within the first braking energy normal interval, it means that the elevator braking has no fault; when it exceeds the first braking energy normal interval and does not exceed the second braking energy In the normal interval, it indicates a slight failure of the elevator brake; when it exceeds the second normal interval of braking energy, it indicates a serious failure of the elevator brake.
需要说明的是,为了能够更加精细的判断电梯抱闸的故障程度,本申请可以进一步将制动抱闸能量正常区间细化为多个制动能量正常区间。It should be noted that, in order to be able to more precisely determine the degree of failure of the elevator brake, the present application may further refine the normal brake energy interval into multiple normal brake energy intervals.
在一些实施例中,第一制动能量正常区间[b 1,a 1]可以完全包含于第二制动能量正常区间[b 2,a 2]。 In some embodiments, the first normal braking energy interval [b 1 , a 1 ] may be completely included in the second normal braking energy interval [b 2 , a 2 ].
其中,第一制动能量正常区间的上边界为第1次至第N次制动操作产生的制动抱闸能量的平均值
Figure PCTCN2020071967-appb-000001
与第一放大系数α 1的乘积,第一制动能量正常区间的下边界为平均值
Figure PCTCN2020071967-appb-000002
与第一衰减系数β 1的乘积,
Among them, the upper boundary of the first braking energy normal interval is the average value of the brake energy generated from the first to the Nth braking operation
Figure PCTCN2020071967-appb-000001
Multiplied by the first amplification factor α 1 , the lower boundary of the first braking energy normal interval is the average value
Figure PCTCN2020071967-appb-000002
Multiplied by the first attenuation coefficient β 1 ,
第二制动能量正常区间的上边界为平均值
Figure PCTCN2020071967-appb-000003
与第二放大系数α 2的乘积,第二制动能量正常区间的下边界为平均值
Figure PCTCN2020071967-appb-000004
与第二衰减系数β 2的乘积,
The upper boundary of the second braking energy normal interval is the average value
Figure PCTCN2020071967-appb-000003
Multiplied by the second amplification factor α 2 , the lower boundary of the second normal interval of braking energy is the average value
Figure PCTCN2020071967-appb-000004
Multiplied by the second attenuation coefficient β 2 ,
第一放大系数α 1和第二放大系数α 2均大于1,且第一放大系数α 1小于第二放大系数α 2。第一衰减系数β 1和第二衰减系数β 2均小于1,且第一衰减系数β 1大于第二衰减系数β 2Both the first amplification factor α 1 and the second amplification factor α 2 are greater than 1, and the first amplification factor α 1 is smaller than the second amplification factor α 2 . Both the first attenuation coefficient β 1 and the second attenuation coefficient β 2 are less than 1, and the first attenuation coefficient β 1 is greater than the second attenuation coefficient β 2 .
在一个实施例中,第一放大系数α 1、第二放大系数α 2、第一衰减系数β 1和第二衰减系数β 2均可以是一个经验值。 In an embodiment, the first amplification factor α 1 , the second amplification factor α 2 , the first attenuation coefficient β 1 and the second attenuation coefficient β 2 may all be an empirical value.
作一个示例,第一放大系数α 1可取130%,第一衰减系数β 1可取70%。第二放大系数α 2可取150%,第二衰减系数β 2可取50%。 As an example, the first amplification factor α 1 may be 130%, and the first attenuation coefficient β 1 may be 70%. The second amplification factor α 2 may be 150%, and the second attenuation coefficient β 2 may be 50%.
在本实施例中,通过设置第一制动能量正常区间和第二制动能量正常区间,能够更加精确的衡量电梯是否异常移动,并能够判断故障程度。In this embodiment, by setting the first normal braking energy interval and the second normal braking energy interval, it is possible to more accurately measure whether the elevator moves abnormally, and to determine the degree of failure.
在本申请的一些实施例中,若异常制动条件为当前次制动操作产生的制动抱闸能量超出制动能量正常区间,且制动能量正常区间可包括第一制动能量正常区间和第二制动能量正常区间。In some embodiments of the present application, if the abnormal braking condition is that the brake energy generated by the current braking operation exceeds the normal interval of braking energy, and the normal interval of braking energy may include the first normal interval of braking energy and The second normal zone of braking energy.
此时,S210之后,电梯故障诊断方法200还包括S231和S232:At this time, after S210, the elevator fault diagnosis method 200 further includes S231 and S232:
S231,若当前已触发次数大于N且当前次制动操作产生的制动抱闸能量超出第一制动能量正常区间且位于第二制动能量正常区间内,发送用于提示检查电梯抱闸的预警指令。S231: If the current number of triggers is greater than N and the brake energy generated by the current braking operation exceeds the first normal interval of braking energy and is within the second normal interval of braking energy, send a prompt for checking the elevator brake Early warning instructions.
在本步骤中,电梯抱闸的故障程度较低,此时可以仅通过预警指令通知电梯维护人员对电梯抱闸进行检查、维修。In this step, the failure degree of the elevator brake is relatively low. At this time, the elevator maintenance personnel can be notified to inspect and repair the elevator brake only through an early warning instruction.
在一个实施例中,由于电梯抱闸仅为轻微故障,为了不影响用户对电梯的使用,对电梯的正常运行不作其他控制。In one embodiment, since the elevator brake is only a minor fault, in order not to affect the user's use of the elevator, no other control is performed on the normal operation of the elevator.
S232,若当前已触发次数大于N且当前次制动操作产生的制动抱闸能量超出第二制动能量正常区间,发送用于指示立即检修电梯抱闸的告警指令。S232: If the current number of triggers is greater than N and the brake energy generated by the current braking operation exceeds the second normal interval of brake energy, send an alarm instruction for instructing to repair the elevator brake immediately.
在本步骤中,电梯抱闸的故障程度较高,此时可以仅通过预警指令通知电梯维护人员对电梯抱闸进行检查、维修。In this step, the failure degree of the elevator brake is relatively high. At this time, the elevator maintenance personnel can be notified to inspect and repair the elevator brake only through the early warning instruction.
在一个实施例中,为了确保人身安全和财产安全,S232中除了发送告警指令之外,还可以控制电梯停止工作,直到电梯维护人员完成对电梯抱闸的检修工作。In one embodiment, in order to ensure personal safety and property safety, in addition to sending an alarm command in S232, the elevator can also be controlled to stop working until the elevator maintenance personnel complete the maintenance work on the elevator brake.
通过本实施例,能够在当前次制动操作产生的制动抱闸能量超出制动能量正常区间时,自动地、及时地向相关人员进行预警或告警。相较于现有的人工检测维修方式,为问题的及时修复争取了更多的时间。Through this embodiment, when the braking energy generated by the current braking operation exceeds the normal range of braking energy, it is possible to automatically and timely give a warning or warning to relevant personnel. Compared with the existing manual inspection and maintenance methods, it has bought more time for the timely repair of the problem.
在本申请的一些实施例中,电梯故障诊断方法200还包括S241和S242:In some embodiments of the present application, the elevator fault diagnosis method 200 further includes S241 and S242:
S241,获取由设置于电梯抱闸上的振动传感器监测的、从触发当前次制动操作开始的预设时间段内的电压信号。S241: Obtain a voltage signal monitored by a vibration sensor provided on the elevator brake and within a preset time period from the triggering of the current braking operation.
在一些实施例中,S241中的振动传感器可以具体实现为压电式加速度传感器。In some embodiments, the vibration sensor in S241 may be specifically implemented as a piezoelectric acceleration sensor.
在一个实施例中,S241中采集到的电压信号可以是A/D采样信号。In an embodiment, the voltage signal collected in S241 may be an A/D sampling signal.
作一个示例,图3示出了一段结合了由光电传感器采集的光电信号的 电压信号。其中,图3以时间为横坐标(单位:×10 5毫秒),以电压强度为纵坐标(单位:伏)。 As an example, Figure 3 shows a section of voltage signal that combines the photoelectric signal collected by the photoelectric sensor. Among them, FIG. 3 uses time as the abscissa (unit: ×10 5 milliseconds) and voltage intensity as the ordinate (unit: volt).
如图3所示,光电信号包括间隔的、幅度值极大的电压信号。图3中出现幅度值极大的电压信号时,电梯通过各楼层的预设位置。若结合三轴加速度传感器计算出在极高电压信号对应的时刻,电梯速度为0,则确定该时刻电梯由运动状态转换为停止状态。As shown in Figure 3, the photoelectric signal includes spaced voltage signals with extremely large amplitudes. When a voltage signal with a large amplitude value appears in Figure 3, the elevator passes through the preset positions of each floor. If the three-axis acceleration sensor calculates that the elevator speed is 0 at the time corresponding to the extremely high voltage signal, it is determined that the elevator at that time has changed from the moving state to the stopped state.
为了进一步说明该过程,图4示出了图3中电压信号的部分放大信号。其中,图3以时间为横坐标(单位:×10 5毫秒),以电压强度为纵坐标(单位:伏)。 To further illustrate the process, FIG. 4 shows a partial amplified signal of the voltage signal in FIG. 3. Among them, FIG. 3 uses time as the abscissa (unit: ×10 5 milliseconds) and voltage intensity as the ordinate (unit: volt).
如图4所示,在电梯抱闸执行制动操作的前后可监测到:表征电梯处于静止状态的第一子信号,表征电梯处于运动状态的第二子信号,以及表征电梯抱闸执行制动操作的第三子信号。As shown in Figure 4, before and after the brake operation of the elevator brake is performed, it can be monitored: the first sub-signal indicating that the elevator is in a stationary state, the second sub-signal indicating that the elevator is in motion, and the braking operation The third sub-signal of the operation.
通过图4可知,电梯处于静止状态时,监测到的第一子信号的电压幅值较低;电梯处于运动状态时,监测到的第二子信号的电压幅值大于第一子信号的电压幅值;电梯抱闸执行制动操作时,监测到的第三子信号的电压幅值明显高于第二子信号的电压幅值。It can be seen from Figure 4 that when the elevator is at a standstill, the voltage amplitude of the monitored first sub-signal is lower; when the elevator is in motion, the voltage amplitude of the second sub-signal monitored is greater than that of the first sub-signal Value: When the elevator brake is performing a braking operation, the monitored voltage amplitude of the third sub-signal is significantly higher than the voltage amplitude of the second sub-signal.
在本实施例中,在电梯抱闸执行制动操作之后,可能因溜梯等现象,电梯异常移动。从触发当前次制动操作开始的预设时间段内,当电梯异常移动时监测到的电压信号不同于当电梯处于静止状态时检测到的电压信号。因此,可以采集从触发当前次制动操作开始的预设时间段内的电压信号进行分析判断是否电梯异常移动。In this embodiment, after the elevator brake performs the braking operation, the elevator may move abnormally due to phenomena such as elevator sliding. Within the preset time period from the triggering of the current braking operation, the voltage signal detected when the elevator moves abnormally is different from the voltage signal detected when the elevator is at a standstill. Therefore, it is possible to collect the voltage signal within the preset time period from the triggering of the current braking operation to analyze and determine whether the elevator moves abnormally.
S242,利用小波包分解技术将电压信号分解为多个子频带上的电压子信号,并利用多个电压子信号对应的制动抱闸能量计算当前次制动操作产生的制动抱闸能量。S242: Use wavelet packet decomposition technology to decompose the voltage signal into voltage sub-signals in multiple sub-frequency bands, and use the brake energy corresponding to the multiple voltage sub-signals to calculate the brake energy generated by the current braking operation.
在一些实施例中,小波包分解技术可以具体为N层小波包分解技术。具体地,可以将S241中获取的电压信号S分解成从低频到高频的2 N个子频带上的电压子信号。 In some embodiments, the wavelet packet decomposition technique may be specifically an N-layer wavelet packet decomposition technique. Specifically, the voltage signal S obtained in S241 may be decomposed into voltage sub-signals in 2 N sub-bands from low frequency to high frequency.
在一个优选的实施例中,可以对电压信号S进行三层小波包分解。具体地,电压信号S与8个子频段的电压子信号之间满足公式(1):In a preferred embodiment, three-layer wavelet packet decomposition can be performed on the voltage signal S. Specifically, the voltage signal S and the voltage sub-signals of the 8 sub-bands satisfy formula (1):
S=S 30+S 31+S 32+S 33+S 34+S 35+S 36+S 37   (1) S=S 30 +S 31 +S 32 +S 33 +S 34 +S 35 +S 36 +S 37 (1)
其中,S 3j表示按照频率从低到高的次序,第j+1个子频带上的电压子信号。j=0,1,…,7。 Among them, S 3j represents the voltage sub-signal on the j+1th sub-band in the order of frequency from low to high. j=0,1,...,7.
若假定原始电压信号S中,最低频率成分为0,最高频率成分为1,则提取的S 3j所代表的频率范围如表1所示。 If it is assumed that in the original voltage signal S, the lowest frequency component is 0 and the highest frequency component is 1, then the frequency range represented by the extracted S 3j is shown in Table 1.
表1Table 1
Figure PCTCN2020071967-appb-000005
Figure PCTCN2020071967-appb-000005
通过本实施例,利用小波包分解系数可以对电压信号S的高频部分提供更精细的分解,而且这种分解,既无冗余,也无疏漏,所以对包含大量中、高频信息的信号能够进行更好的时频局部化分析。Through this embodiment, the use of wavelet packet decomposition coefficients can provide a finer decomposition of the high-frequency part of the voltage signal S, and this decomposition has neither redundancy nor omission. Therefore, for signals containing a large amount of medium and high frequency information Able to perform better time-frequency localized analysis.
在一些实施例中,S242中,各电压子信号对应的制动抱闸能量的计算公式(2):In some embodiments, in S242, the calculation formula (2) of the brake energy corresponding to each voltage sub-signal:
Figure PCTCN2020071967-appb-000006
Figure PCTCN2020071967-appb-000006
其中,E 3j表示电压子信号S 3j对应的制动抱闸能量。其中,x jk表示电压子信号S 3j的信号分量。 Among them, E 3j represents the brake energy corresponding to the voltage sub-signal S 3j . Among them, x jk represents the signal component of the voltage sub-signal S 3j .
在一些实施例中,S242具体包括S2421和S2422:In some embodiments, S242 specifically includes S2421 and S2422:
S2421,对多个电压子信号对应的制动抱闸能量进行归一化处理,得到多个归一化制动抱闸能量。S2421: Perform normalization processing on the brake energy corresponding to the multiple voltage sub-signals to obtain multiple normalized brake energy.
在一些实施例中,利用3层小波包分解技术对原始电压信号S进行分解后,可以获得由8个电压子信号对应的制动抱闸能量构成的能量特征向量T。In some embodiments, after the original voltage signal S is decomposed by the three-layer wavelet packet decomposition technique, the energy feature vector T composed of the brake energy corresponding to the eight voltage sub-signals can be obtained.
具体地,能量特征向量T满足公式(3):Specifically, the energy feature vector T satisfies formula (3):
T=[E 30,E 31,E 32,E 33,E 34,E 35,E 36,E 37]   (3) T=[E 30 , E 31 , E 32 , E 33 , E 34 , E 35 , E 36 , E 37 ] (3)
在一个实施例中,对能量特征向量T进行归一化处理,得到的归一化能量特征向量T′满足公式(4)In an embodiment, the energy feature vector T is normalized, and the obtained normalized energy feature vector T′ satisfies formula (4)
T′=[E 30/E,E 31/E,E 32/E,E 33/E,E 34/E,E 35/E,E 36/E,E 37/E]  (4) T′=[E 30 /E, E 31 /E, E 32 /E, E 33 /E, E 34 /E, E 35 /E, E 36 /E, E 37 /E] (4)
其中,E 3j/E表示E 3j的归一化值,E满足公式(5): Among them, E 3j /E represents the normalized value of E 3j , and E satisfies formula (5):
Figure PCTCN2020071967-appb-000007
Figure PCTCN2020071967-appb-000007
在本实施例中,当能量较大时,各电压子信号对应的制动抱闸能量往往是一个较大的值,通过归一化处理可以方便进行数据分析。In this embodiment, when the energy is large, the brake energy corresponding to each voltage sub-signal is often a large value, and data analysis can be facilitated by normalization processing.
S2422,将多个归一化制动抱闸能量的和作为当前次制动操作产生的制动抱闸能量。S2422: Use the sum of multiple normalized brake energies as the brake energy generated by the current braking operation.
作一个示例,当前次制动操作产生的制动抱闸能量E x满足公式(6): As an example, the brake energy E x generated by the current braking operation satisfies formula (6):
E x=E 30/E+E 31/E+E 32/E+E 33/E+E 34/E+E 35/E+E 36/E+E 37/E E x =E 30 /E+E 31 /E+E 32 /E+E 33 /E+E 34 /E+E 35 /E+E 36 /E+E 37 /E
                                    (6)(6)
作一个示例,图5示出了利用S2422计算得到的制动操作产生的制动抱闸能量。其中,图5中的横坐标为时间(单位:秒),图5中的纵坐标无量纲。As an example, Figure 5 shows the brake energy generated by the braking operation calculated by S2422. Among them, the abscissa in Fig. 5 is time (unit: second), and the ordinate in Fig. 5 is dimensionless.
图5示出了在450秒内,利用小波包分解技术和归一化处理后得到的3次制动操作产生的制动抱闸能量。Figure 5 shows the brake energy generated by the three braking operations obtained after using wavelet packet decomposition technology and normalization processing in 450 seconds.
在本申请的一些实施例中,电梯故障诊断方法200还包括S250:In some embodiments of the present application, the elevator fault diagnosis method 200 further includes S250:
S250,若监测到电梯的运行速度超出预设的速度正常区间,确定电梯异常移动。S250: If it is detected that the running speed of the elevator exceeds the preset normal speed range, it is determined that the elevator moves abnormally.
在一些实施例中,电梯的运行速度可以是三轴加速度传感器监测到的速度值。In some embodiments, the running speed of the elevator may be a speed value monitored by a three-axis acceleration sensor.
在一些实施例中,速度正常区间可以由电梯制造商等提前预设。具体地,可以划分出多个电梯运行状态,例如,加速启动状态、运算运行状态、减速停止状态。相应地,可以为各个电梯运行状态设置不同的速度正常区间。In some embodiments, the normal speed interval may be preset by the elevator manufacturer or the like in advance. Specifically, multiple elevator operation states can be divided, for example, acceleration start state, calculation operation state, and deceleration stop state. Correspondingly, different speed normal intervals can be set for each elevator operating state.
在本申请的一些实施例中,电梯故障诊断方法200还包括:In some embodiments of the present application, the elevator fault diagnosis method 200 further includes:
若监测到电梯在非预定位置处于停止状态,确定电梯异常移动。If it is detected that the elevator is in a stopped state at an unpredicted position, it is determined that the elevator is moving abnormally.
具体地,当利用三轴加速度传感器确定电梯运行速度为0,且光电传感器实时产生低电压光电子信号时,可确定电梯未在正确停层位置停车,属于电梯异常移动。Specifically, when the three-axis acceleration sensor is used to determine that the elevator running speed is 0, and the photoelectric sensor generates a low-voltage optoelectronic signal in real time, it can be determined that the elevator has not stopped at the correct landing position, which is an abnormal elevator movement.
需要说明的是,本实施例中的预定位置可以指能够使电梯轿厢门与各楼层电梯层门恰好对其的位置。即,电梯在停层停车时的正确位置。It should be noted that the predetermined position in this embodiment may refer to the position where the elevator car door and the elevator landing door of each floor can be exactly aligned. That is, the correct position of the elevator when it stops on the floor.
下面结合附图,详细介绍根据本申请实施例的装置。The device according to the embodiment of the present application will be described in detail below with reference to the accompanying drawings.
基于相同的发明构思,本申请一实施例提供的电梯故障诊断装置。图6示出了根据本申请一实施例提供的电梯故障诊断装置的结构示意图。如图6所示,电梯故障诊断装置600包括第一获取模块610和确定异常模块620:Based on the same inventive concept, an elevator fault diagnosis device provided by an embodiment of the present application. Figure 6 shows a schematic structural diagram of an elevator fault diagnosis device provided according to an embodiment of the present application. As shown in FIG. 6, the elevator fault diagnosis device 600 includes a first obtaining module 610 and an abnormality determining module 620:
第一获取模块610,用于若确定触发电梯抱闸的当前次制动操作,获取电梯抱闸的制动操作的当前已触发次数;The first obtaining module 610 is configured to obtain the current number of triggering times of the brake operation of the elevator brake if it is determined that the current brake operation of the elevator brake is triggered;
确定异常模块620,用于若当前已触发次数大于预设的触发次数阈值N且当前次制动操作产生的制动抱闸能量满足依据第1次至第N次制动操作产生的制动抱闸能量确定的异常制动条件,确定安装电梯抱闸的电梯异常移动。The abnormality determining module 620 is configured to: if the current number of triggers is greater than the preset trigger number threshold N and the brake energy generated by the current brake operation meets the brake energy generated from the first to the Nth brake operation The abnormal braking condition determined by the brake energy determines the abnormal movement of the elevator with the elevator brake.
在本申请的一些实施例中,电梯故障诊断装置600还包括:In some embodiments of the present application, the elevator fault diagnosis device 600 further includes:
第二获取模块,用于获取由设置于电梯抱闸上的振动传感器监测到的、从触发当前次制动操作开始的预设时间段内的电压信号;The second acquisition module is used to acquire the voltage signal monitored by the vibration sensor provided on the elevator brake and within the preset time period from the triggering of the current braking operation;
计算处理模块,用于利用小波包分解技术将电压信号分解为多个子频带上的电压子信号,并利用多个电压子信号对应的制动抱闸能量计算当前次制动操作产生的制动抱闸能量。The calculation processing module is used to decompose the voltage signal into voltage sub-signals on multiple sub-bands using wavelet packet decomposition technology, and use the brake energy corresponding to the multiple voltage sub-signals to calculate the brake lock generated by the current braking operation Brake energy.
在一些实施例中,计算处理模块,具体用于:In some embodiments, the calculation processing module is specifically used for:
对多个电压子信号对应的制动抱闸能量进行归一化处理,得到多个归一化制动抱闸能量;将多个归一化制动抱闸能量的和作为当前次制动操作产生的制动抱闸能量。Normalize the brake energy corresponding to multiple voltage sub-signals to obtain multiple normalized brake energy; use the sum of multiple normalized brake energy as the current braking operation The generated braking energy.
在本申请的一些实施例中,异常制动条件包括:当前次制动操作产生的制动抱闸能量背离正态分布模型。In some embodiments of the present application, the abnormal braking condition includes: the braking energy generated by the current braking operation deviates from the normal distribution model.
其中,正态分布模型基于第1次至第N次制动操作产生的制动抱闸能 量建立。Among them, the normal distribution model is established based on the braking energy generated from the first to the Nth braking operation.
在本申请的另一些实施例中,异常制动条件包括:当前次制动操作产生的制动抱闸能量超出制动能量正常区间。In some other embodiments of the present application, the abnormal braking condition includes: the braking energy generated by the current braking operation exceeds the normal range of braking energy.
其中,制动抱闸能量正常区间基于第1次至第N次制动操作产生的制动抱闸能量确定。Among them, the normal zone of the brake energy is determined based on the brake energy generated from the first to the Nth brake operation.
在一些实施例中,制动能量正常区间包括第一制动能量正常区间和第二制动能量正常区间。In some embodiments, the normal braking energy interval includes a first normal braking energy interval and a second normal braking energy interval.
其中,第一制动能量正常区间的上边界为第1次至第N次制动操作产生的制动抱闸能量的平均值与第一放大系数的乘积,第一制动能量正常区间的下边界为平均值与第一衰减系数的乘积,Among them, the upper boundary of the first normal braking energy interval is the product of the average value of the brake energy generated from the first to the Nth braking operations and the first amplification factor, and the lower boundary of the first normal braking energy interval The boundary is the product of the average value and the first attenuation coefficient,
第二制动能量正常区间的上边界为平均值与第二放大系数的乘积,第二制动能量正常区间的下边界为平均值与第二衰减系数的乘积,The upper boundary of the second normal braking energy interval is the product of the average value and the second amplification coefficient, and the lower boundary of the second normal braking energy interval is the product of the average value and the second attenuation coefficient.
第一放大系数和第二放大系数均大于1,且第一放大系数小于第二放大系数,第一衰减系数和第二衰减系数均小于1,且第一衰减系数大于第二衰减系数。The first amplification factor and the second amplification factor are both greater than 1, and the first amplification factor is less than the second amplification factor, the first attenuation coefficient and the second attenuation coefficient are both less than 1, and the first attenuation coefficient is greater than the second attenuation coefficient.
在本申请的一些实施例中,电梯故障诊断装置600还包括第一发送模块和第二发送模块:In some embodiments of the present application, the elevator fault diagnosis device 600 further includes a first sending module and a second sending module:
第一发送模块,用于若当前已触发次数大于N且当前次制动操作产生的制动抱闸能量超出第一制动能量正常区间且位于第二制动能量正常区间,发送用于提示检查电梯抱闸的预警指令;The first sending module is used to send a reminder to check if the current number of triggers is greater than N and the brake energy generated by the current braking operation exceeds the first normal braking energy interval and is located in the second normal braking energy interval Early warning command of elevator brake;
第二发送模块,用于若当前已触发次数大于N且当前次制动操作产生的制动抱闸能量超出第二制动能量正常区间,发送用于指示立即检修电梯抱闸的告警指令。The second sending module is configured to send an alarm instruction for immediate maintenance of the elevator brake if the current number of triggers is greater than N and the brake energy generated by the current brake operation exceeds the second normal range of brake energy.
在本申请的一些实施例中,电梯故障诊断装置600还包括:In some embodiments of the present application, the elevator fault diagnosis device 600 further includes:
第一确定模块,用于若监测到电梯在运行方向上由运动状态转换为静止状态,确定电梯抱闸触发当前次制动操作。The first determination module is used for determining that the elevator brake triggers the current braking operation if it is detected that the elevator changes from the moving state to the stationary state in the running direction.
在本申请的一些实施例中,电梯故障诊断装置600还包括:In some embodiments of the present application, the elevator fault diagnosis device 600 further includes:
第二确定模块,用于若监测到电梯的运行速度超出预设的速度正常区间,确定电梯异常移动。The second determination module is used to determine that the elevator moves abnormally if it is detected that the running speed of the elevator exceeds the preset normal speed interval.
根据本申请实施例的电梯故障诊断装置的其他细节与以上结合图2至图5描述的根据本申请实施例的方法类似,在此不再赘述。Other details of the elevator fault diagnosis device according to the embodiment of the present application are similar to the method according to the embodiment of the present application described above in conjunction with FIGS. 2 to 5, and will not be repeated here.
图7是本申请实施例中电梯故障诊断设备的示例性硬件架构的结构图。Figure 7 is a structural diagram of an exemplary hardware architecture of an elevator fault diagnosis device in an embodiment of the present application.
如图7所示,电梯故障诊断设备700包括输入设备701、输入接口702、中央处理器703、存储器704、输出接口705、以及输出设备706。其中,输入接口702、中央处理器703、存储器704、以及输出接口705通过总线710相互连接,输入设备701和输出设备706分别通过输入接口702和输出接口705与总线710连接,进而与电梯故障诊断设备700的其他组件连接。As shown in FIG. 7, the elevator fault diagnosis device 700 includes an input device 701, an input interface 702, a central processing unit 703, a memory 704, an output interface 705, and an output device 706. Among them, the input interface 702, the central processing unit 703, the memory 704, and the output interface 705 are connected to each other through the bus 710, and the input device 701 and the output device 706 are connected to the bus 710 through the input interface 702 and the output interface 705, respectively, and then connected to the elevator fault diagnosis The other components of the device 700 are connected.
具体地,输入设备701接收来自外部的输入信息,并通过输入接口702将输入信息传送到中央处理器703;中央处理器703基于存储器704中存储的计算机可执行指令对输入信息进行处理以生成输出信息,将输出信息临时或者永久地存储在存储器704中,然后通过输出接口705将输出信息传送到输出设备706;输出设备706将输出信息输出到电梯故障诊断设备700的外部供用户使用。Specifically, the input device 701 receives input information from the outside, and transmits the input information to the central processing unit 703 through the input interface 702; the central processing unit 703 processes the input information based on the computer executable instructions stored in the memory 704 to generate output Information, the output information is temporarily or permanently stored in the memory 704, and then the output information is transmitted to the output device 706 through the output interface 705; the output device 706 outputs the output information to the outside of the elevator fault diagnosis device 700 for use by the user.
也就是说,图7所示的电梯故障诊断设备也可以被实现为包括:存储有计算机可执行指令的存储器;以及处理器,该处理器在执行计算机可执行指令时可以实现结合图1至图6描述的电梯故障诊断设备的方法和装置。That is to say, the elevator fault diagnosis device shown in FIG. 7 can also be implemented as including: a memory storing computer-executable instructions; and a processor, which can be implemented when executing computer-executable instructions in conjunction with FIGS. 1 to 6 describes the method and device of elevator fault diagnosis equipment.
在一个实施例中,图7所示的电梯故障诊断设备700可以被实现为一种设备,该设备可以包括:存储器,用于存储程序;处理器,用于运行存储器中存储的程序,以执行本申请实施例的电梯故障诊断方法。In one embodiment, the elevator fault diagnosis device 700 shown in FIG. 7 may be implemented as a device, and the device may include: a memory for storing a program; a processor for running a program stored in the memory to execute The elevator fault diagnosis method of the embodiment of the present application.
本申请实施例还提供了一种计算机存储介质,计算机存储介质上存储有计算机程序指令,计算机程序指令被处理器执行时实现本申请实施例的电梯故障诊断方法。The embodiment of the present application also provides a computer storage medium. The computer storage medium stores computer program instructions. When the computer program instructions are executed by a processor, the elevator fault diagnosis method of the embodiment of the present application is implemented.
需要明确的是,本申请并不局限于上文所描述并在图中示出的特定配置和处理。为了简明起见,这里省略了对已知方法的详细描述。在上述实施例中,描述和示出了若干具体的步骤作为示例。但是,本申请的方法过程并不限于所描述和示出的具体步骤,本领域的技术人员可以在领会本申请的精神后,作出各种改变、修改和添加,或者改变步骤之间的顺序。It should be clear that the present application is not limited to the specific configuration and processing described above and shown in the figure. For brevity, a detailed description of the known method is omitted here. In the above embodiments, several specific steps are described and shown as examples. However, the method process of the present application is not limited to the specific steps described and shown. After understanding the spirit of the present application, those skilled in the art can make various changes, modifications and additions, or change the order between the steps.
以上所述的结构框图中所示的功能块可以实现为硬件、软件、固件或 者它们的组合。当以硬件方式实现时,其可以例如是电子电路、专用集成电路(ASIC)、适当的固件、插件、功能卡等等。当以软件方式实现时,本申请的元素是被用于执行所需任务的程序或者代码段。程序或者代码段可以存储在机器可读介质中,或者通过载波中携带的数据信号在传输介质或者通信链路上传送。“机器可读介质”可以包括能够存储或传输信息的任何介质。机器可读介质的例子包括电子电路、半导体存储器设备、ROM、闪存、可擦除ROM(EROM)、软盘、CD-ROM、光盘、硬盘、光纤介质、射频(RF)链路,等等。代码段可以经由诸如因特网、内联网等的计算机网络被下载。The functional blocks shown in the above-mentioned structural block diagram can be implemented as hardware, software, firmware, or a combination thereof. When implemented in hardware, it can be, for example, an electronic circuit, an application specific integrated circuit (ASIC), appropriate firmware, a plug-in, a function card, etc. When implemented in software, the elements of this application are programs or code segments used to perform required tasks. The program or code segment may be stored in a machine-readable medium, or transmitted on a transmission medium or communication link through a data signal carried in a carrier wave. "Machine-readable medium" may include any medium that can store or transmit information. Examples of machine-readable media include electronic circuits, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, radio frequency (RF) links, and so on. The code segment can be downloaded via a computer network such as the Internet, an intranet, etc.
以上所述,仅为本申请的具体实施方式,所属领域的技术人员可以清楚地了解到,为了描述的方便和简洁,上述描述的系统、模块和单元的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。The above are only specific implementations of the application, and those skilled in the art can clearly understand that for the convenience and conciseness of description, the specific working process of the systems, modules and units described above can refer to the foregoing method embodiments. The corresponding process in, will not be repeated here.

Claims (12)

  1. 一种电梯故障诊断方法,所述方法包括:An elevator fault diagnosis method, the method includes:
    若确定触发电梯抱闸的当前次制动操作,获取所述电梯抱闸的制动操作的当前已触发次数;If it is determined that the current brake operation of the elevator brake is triggered, obtain the current number of times the brake operation of the elevator brake has been triggered;
    若所述当前已触发次数大于预设的触发次数阈值N且所述当前次制动操作产生的制动抱闸能量满足依据第1次至第N次制动操作产生的制动抱闸能量确定的异常制动条件,确定安装所述电梯抱闸的电梯异常移动,If the current number of triggers is greater than the preset trigger number threshold N and the brake energy generated by the current braking operation satisfies the determination based on the brake energy generated from the first to the Nth braking operation The abnormal braking conditions of the elevator, determine the abnormal movement of the elevator with the elevator brake,
    其中,N为正整数。Among them, N is a positive integer.
  2. 根据权利要求1所述的方法,所述方法还包括:The method according to claim 1, further comprising:
    获取由设置于所述电梯抱闸上的振动传感器监测到的、从触发所述当前次制动操作开始的预设时间段内的电压信号;Acquiring a voltage signal monitored by a vibration sensor arranged on the elevator brake and within a preset time period from the triggering of the current braking operation;
    利用小波包分解技术将所述电压信号分解为多个子频带上的电压子信号,并利用所述多个电压子信号对应的制动抱闸能量计算当前次制动操作产生的制动抱闸能量。Use wavelet packet decomposition technology to decompose the voltage signal into voltage sub-signals on multiple sub-frequency bands, and use the brake energy corresponding to the multiple voltage sub-signals to calculate the brake energy generated by the current braking operation .
  3. 根据权利要求2所述的方法,所述利用所述多个电压子信号对应的制动抱闸能量计算当前次制动操作产生的制动抱闸能量,具体包括:The method according to claim 2, wherein the calculation of the brake energy generated by the current braking operation by using the brake energy corresponding to the multiple voltage sub-signals specifically includes:
    对所述多个电压子信号对应的制动抱闸能量进行归一化处理,得到多个归一化制动抱闸能量;Normalizing the brake energy corresponding to the multiple voltage sub-signals to obtain multiple normalized brake energy;
    将所述多个归一化制动抱闸能量的和作为当前次制动操作产生的制动抱闸能量。The sum of the multiple normalized brake energies is used as the brake energy generated by the current braking operation.
  4. 根据权利要求1所述的方法,所述异常制动条件包括:所述当前次制动操作产生的制动抱闸能量背离正态分布模型,The method according to claim 1, wherein the abnormal braking condition comprises: the braking energy generated by the current braking operation deviates from a normal distribution model,
    其中,所述正态分布模型基于第1次至第N次制动操作产生的制动抱闸能量建立。Wherein, the normal distribution model is established based on the braking energy generated from the first to the Nth braking operations.
  5. 根据权利要求1所述的方法,所述异常制动条件包括:所述当前次制动操作产生的制动抱闸能量超出制动能量正常区间,The method according to claim 1, wherein the abnormal braking condition comprises: the braking energy generated by the current braking operation exceeds the normal interval of braking energy,
    其中,所述制动抱闸能量正常区间基于第1次至第N次制动操作产生的制动抱闸能量确定。Wherein, the normal zone of the braking energy is determined based on the braking energy generated from the first to the Nth braking operations.
  6. 根据权利要求5所述的方法,According to the method of claim 5,
    所述制动能量正常区间包括第一制动能量正常区间和第二制动能量正常区间,The normal braking energy interval includes a first normal braking energy interval and a second normal braking energy interval,
    其中,所述第一制动能量正常区间的上边界为第1次至第N次制动操作产生的制动抱闸能量的平均值与第一放大系数的乘积,所述第一制动能量正常区间的下边界为所述平均值与第一衰减系数的乘积,Wherein, the upper boundary of the first braking energy normal interval is the product of the average value of the braking energy generated from the first to the Nth braking operations and the first amplification factor, and the first braking energy The lower boundary of the normal interval is the product of the average value and the first attenuation coefficient,
    所述第二制动能量正常区间的上边界为所述平均值与第二放大系数的乘积,所述第二制动能量正常区间的下边界为所述平均值与第二衰减系数的乘积,The upper boundary of the second normal braking energy interval is the product of the average value and the second amplification coefficient, and the lower boundary of the second normal braking energy interval is the product of the average value and the second attenuation coefficient,
    所述第一放大系数和所述第二放大系数均大于1,且所述第一放大系数小于所述第二放大系数,The first amplification factor and the second amplification factor are both greater than 1, and the first amplification factor is less than the second amplification factor,
    所述第一衰减系数和所述第二衰减系数均小于1,且所述第一衰减系数大于所述第二衰减系数。The first attenuation coefficient and the second attenuation coefficient are both less than 1, and the first attenuation coefficient is greater than the second attenuation coefficient.
  7. 根据权利要求6所述的方法,所述获取所述电梯抱闸的制动操作的当前已触发次数之后,所述方法还包括:The method according to claim 6, after the obtaining the current number of triggers of the brake operation of the elevator brake, the method further comprises:
    若所述当前已触发次数大于N且所述当前次制动操作产生的制动抱闸能量超出所述第一制动能量正常区间且位于所述第二制动能量正常区间,发送用于提示检查所述电梯抱闸的预警指令;If the current number of triggers is greater than N and the brake energy generated by the current braking operation exceeds the first normal range of braking energy and is located in the second normal range of braking energy, send a reminder Check the pre-warning instruction of the elevator brake;
    若所述当前已触发次数大于N且所述当前次制动操作产生的制动抱闸能量超出第二制动能量正常区间,发送用于指示立即检修所述电梯抱闸的告警指令。If the current number of triggers is greater than N and the brake energy generated by the current braking operation exceeds the second normal interval of brake energy, an alarm instruction for instructing to repair the elevator brake immediately is sent.
  8. 根据权利要求1所述的方法,所述确定触发电梯抱闸的当前次制动操作,包括:The method according to claim 1, wherein the determining the current braking operation that triggers the elevator brake includes:
    若监测到电梯在运行方向上由运动状态转换为静止状态,确定所述电梯抱闸触发当前次制动操作。If it is detected that the elevator changes from a moving state to a stationary state in the running direction, it is determined that the elevator brake triggers the current braking operation.
  9. 根据权利要求1所述的方法,The method according to claim 1,
    若监测到所述电梯的运行速度超出预设的速度正常区间,确定所述电梯异常移动。If it is detected that the running speed of the elevator exceeds the preset normal speed range, it is determined that the elevator is moving abnormally.
  10. 一种电梯故障诊断装置,所述装置包括:An elevator fault diagnosis device, the device includes:
    获取处理模块,用于若确定触发电梯抱闸的当前次制动操作,获取所述电梯抱闸的制动操作的当前已触发次数;An acquisition processing module, configured to acquire the current number of times the elevator brake operation has been triggered if the current brake operation of the elevator brake is determined to be triggered;
    确定异常模块,用于若所述当前已触发次数大于预设的触发次数阈值N且所述当前次制动操作产生的制动抱闸能量满足依据第1次至第N次制动操作产生的制动抱闸能量确定的异常制动条件,确定安装所述电梯抱闸的电梯异常移动。The abnormality determining module is configured to: if the current number of triggers is greater than the preset trigger number threshold N and the brake energy generated by the current braking operation meets the requirements generated from the first to the Nth braking operation The abnormal braking condition determined by the brake energy determines the abnormal movement of the elevator installed with the elevator brake.
  11. 一种电梯故障诊断设备,所述设备包括:An elevator fault diagnosis equipment, the equipment includes:
    存储器,用于存储程序;Memory for storing programs;
    处理器,用于运行所述存储器中存储的所述程序,以执行权利要求1-9任一权利要求所述的电梯故障诊断方法。The processor is configured to run the program stored in the memory to execute the elevator fault diagnosis method according to any one of claims 1-9.
  12. 一种计算机存储介质,所述计算机存储介质上存储有计算机程序指令,所述计算机程序指令被处理器执行时实现权利要求1-9任一权利要求所述的电梯故障诊断方法。A computer storage medium having computer program instructions stored on the computer storage medium, and when the computer program instructions are executed by a processor, the elevator fault diagnosis method according to any one of claims 1-9 is realized.
PCT/CN2020/071967 2019-01-18 2020-01-14 Elevator fault diagnosis method, apparatus, device and medium WO2020147710A1 (en)

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CN108792868A (en) * 2018-06-30 2018-11-13 上海江菱机电有限公司 The detection method of brake sticking brake power
CN108910639A (en) * 2018-07-24 2018-11-30 日立楼宇技术(广州)有限公司 Elevator internal contracting brake information processing method, system, equipment and readable storage medium storing program for executing
CN108892014A (en) * 2018-09-19 2018-11-27 歌拉瑞电梯股份有限公司 A kind of elevator internal contracting brake fault early warning method based on Elman neural network
CN109896382A (en) * 2019-01-18 2019-06-18 西人马(西安)测控科技有限公司 Elevator Fault Diagnosis method, apparatus, equipment and medium

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