CN107526044A - A kind of communication storage battery Telemetry Data Acquisition monitoring method and system - Google Patents
A kind of communication storage battery Telemetry Data Acquisition monitoring method and system Download PDFInfo
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Abstract
本发明涉及一种通信蓄电池运行数据采集监控方法及系统,该方法包括:将后台监控终端、监控模块、监控单元和通信蓄电池构建系统模型;基于构建的系统模型,将监控单元采集的通信蓄电池运行数据进行数据封装,并通过一定协议传输至监控模块;对监控模块接收的数据进行数据校验,并传输至后台监控终端;根据后台监控终端接收的数据设定通信蓄电池运行状态门限值,当接收的数据超过门限值时,产生告警信息;根据告警信息,确定故障源,采用因素间相关关系识别方法分析故障原因;基于所述故障原因,制定电路迂回方案和故障修复任务,并派发给运维人员执行。
The invention relates to a method and system for collecting and monitoring the operation data of a communication storage battery. The method includes: constructing a system model of a background monitoring terminal, a monitoring module, a monitoring unit and a communication storage battery; based on the constructed system model, operating the communication storage battery collected by the monitoring unit The data is encapsulated and transmitted to the monitoring module through a certain protocol; the data received by the monitoring module is verified and transmitted to the background monitoring terminal; the communication battery operating status threshold is set according to the data received by the background monitoring terminal. When the received data exceeds the threshold value, an alarm message is generated; according to the alarm information, the source of the fault is determined, and the cause of the fault is analyzed by using the correlation identification method between factors; Operation and maintenance personnel execute.
Description
技术领域technical field
本发明涉及信息技术领域,特别是涉及一种通信蓄电池运行数据采集监控方法及系统。The invention relates to the field of information technology, in particular to a method and system for collecting and monitoring communication battery operation data.
背景技术Background technique
随着通信网网络日趋庞大,通信设备的集成化、数字化程度不断提高,通信电源设备和供电系统的任何故障,都可能引起大范围的通信网瘫痪,造成重大损失。通信电源对通信安全非常重要,必须保证连续运行。蓄电池作为电力通信最重要的后备电源系统,是保障通信畅通的重要手段。现现有技术中需要通过对蓄电池的运行数据进行采集分析,使得运行人员在工作中能够查看所关注的通信蓄电池运行数据。With the increasingly large communication network and the continuous improvement of the integration and digitalization of communication equipment, any failure of communication power supply equipment and power supply system may cause a large-scale communication network to be paralyzed and cause heavy losses. Communication power is very important to communication security and must ensure continuous operation. As the most important backup power system for power communication, battery is an important means to ensure smooth communication. In the existing technology, it is necessary to collect and analyze the operation data of the storage battery so that the operating personnel can view the operation data of the communication storage battery concerned during work.
目前,对于通信蓄电池运行数据的采集,有些制造业企业仍然在使用一边测量,一边手工记录到纸张,最后再导入到数据库或者输入到电脑中进行处理,不但管理人员工作繁重,而且无法保证数据的准确性、实时性,而对于现场的不良产品信息及相关的产量数据,如何实现高效率、简洁、实时的数据采集更是一大难题。At present, for the collection of communication battery operation data, some manufacturing enterprises are still using manual recording to paper while measuring, and finally importing it into the database or inputting it into the computer for processing. Accuracy and real-time performance, and how to achieve high-efficiency, concise and real-time data collection for on-site bad product information and related production data is a big problem.
综上所述,在现有技术中对于如何对通信蓄电池运行数据进行实时、准确、自动采集的问题,以及如何减少人为参与的同时保证数据正确性和及时性的问题,尚缺乏有效的解决方案。To sum up, in the prior art, there is still no effective solution to the problem of how to collect the operation data of the communication battery in real time, accurately and automatically, and how to reduce human participation while ensuring the correctness and timeliness of the data .
发明内容Contents of the invention
针对现有技术中存在的不足,本发明提出了一种通信蓄电池运行数据采集监控方法及系统,通过数据封装、数据校验和模型定义完成监控单元和后台监控终端之间通信蓄电池的遥测、遥信及遥控数据的传送,有效实现了通信蓄电池运行数据在传输过程中的可靠性、扩展性和稳定性;并将有效数据采集到数据库中,实时监视蓄电池运行数据,监控电源的运行状态,系统将数据进行记录并处理,及时侦测故障,通知人员处理,并对电源设备的集中监控维护管理,可有效提高系统的可靠性。Aiming at the deficiencies in the prior art, the present invention proposes a method and system for collecting and monitoring communication storage battery operation data, and completes the telemetry and telemetry of the communication storage battery between the monitoring unit and the background monitoring terminal through data encapsulation, data verification and model definition. The transmission of communication and remote control data effectively realizes the reliability, expansion and stability of communication battery operation data in the transmission process; and collects effective data into the database, monitors battery operation data in real time, monitors the operation status of the power supply, and the system Recording and processing data, detecting faults in time, notifying personnel to deal with them, and centralized monitoring, maintenance and management of power supply equipment can effectively improve the reliability of the system.
本发明的第一目的是提供一种通信蓄电池运行数据采集监控方法。The first object of the present invention is to provide a method for collecting and monitoring operating data of a communication storage battery.
为了实现上述目的,本发明采用如下一种技术方案:In order to achieve the above object, the present invention adopts the following technical scheme:
一种通信蓄电池运行数据采集监控方法,该方法包括:A method for collecting and monitoring operation data of a communication storage battery, the method comprising:
将后台监控终端、监控模块、监控单元和通信蓄电池构建系统模型;Construct the system model of the background monitoring terminal, monitoring module, monitoring unit and communication battery;
基于构建的系统模型,将监控单元采集的通信蓄电池运行数据进行数据封装,并通过一定协议传输至监控模块;对监控模块接收的数据进行数据校验,并传输至后台监控终端;根据后台监控终端接收的数据设定通信蓄电池运行状态门限值,当接收的数据超过门限值时,产生告警信息;根据告警信息,确定故障源,采用因素间相关关系识别方法分析故障原因;基于所述故障原因,制定电路迂回方案和故障修复任务,并派发给运维人员执行。Based on the built system model, the communication battery operation data collected by the monitoring unit is encapsulated and transmitted to the monitoring module through a certain protocol; the data received by the monitoring module is verified and transmitted to the background monitoring terminal; according to the background monitoring terminal The received data sets the threshold value of the operating state of the communication battery. When the received data exceeds the threshold value, an alarm message is generated; according to the alarm information, the fault source is determined, and the cause of the fault is analyzed by using the correlation identification method between factors; based on the fault Reasons, develop a circuit detour plan and fault repair tasks, and dispatch them to the operation and maintenance personnel for execution.
在本发明中,首先进行系统建模使得整个系统的数据结构清晰化,避免数据混乱的现象,在数据传输过程中采用了数据封装与数据校验,避免了数据帧的丢失,保障通信蓄电池运行数据采集的完整性和可验证性,实时监控电源的运行状态,将数据进行记录并处理,及时侦测故障,通知人员处理,并对电源设备的集中监控维护管理,可有效提高通信蓄电池监测的可靠性。In the present invention, firstly, system modeling is carried out to make the data structure of the whole system clear and avoid data confusion. Data encapsulation and data verification are adopted in the process of data transmission, which avoids the loss of data frames and ensures the operation of communication batteries. Integrity and verifiability of data collection, real-time monitoring of power supply operating status, recording and processing of data, timely detection of faults, notification of personnel to deal with, and centralized monitoring, maintenance and management of power supply equipment can effectively improve communication battery monitoring. reliability.
作为进一步的优选方案,本方法采用从上层到底层的建模方式将后台监控终端、监控模块、监控单元和通信蓄电池构建系统模型,所述系统模型由上而下依次包括如下四个层面:后台监控终端层、监控模块采集器层、监控单元采集器层和通信蓄电池监测点层。As a further preferred solution, this method adopts the modeling method from the upper layer to the bottom layer to construct a system model of the background monitoring terminal, monitoring module, monitoring unit and communication storage battery. The system model includes the following four levels from top to bottom: background Monitoring terminal layer, monitoring module collector layer, monitoring unit collector layer and communication battery monitoring point layer.
作为进一步的优选方案,所述采用因素间相关关系识别方法分析故障原因包括:As a further preferred solution, the analysis of the cause of the failure using the method for identifying correlations between factors includes:
调取历史故障数据,所述历史故障数据包括故障类型、修复项目和每一故障类型的出现次数,所述每一故障类型的出现次数作为每一故障的指标值;Retrieving historical failure data, the historical failure data includes failure types, repair items and the number of occurrences of each failure type, and the number of occurrences of each failure type is used as an index value for each failure;
针对每一故障建立样本库,所述样本库中每一故障对应多个因素;A sample library is established for each fault, and each fault in the sample library corresponds to a plurality of factors;
将所述历史故障数据与样本库作交叉访问,对比所述修复项目和所述因素,获取每一故障对应的因素产生频次,将所述频次作为因素的指标值,基于距离相关性,计算故障指标值与因素指标值之间的距离相关系数,根据所述距离相关系数建立故障—因素表;Cross-visit the historical fault data and the sample database, compare the repair items and the factors, obtain the occurrence frequency of the factors corresponding to each fault, use the frequency as the index value of the factor, and calculate the fault based on the distance correlation The distance correlation coefficient between the index value and the factor index value, according to the distance correlation coefficient, a fault-factor table is established;
根据所述故障源,采用查找法从故障—因素表中查找故障原因。According to the fault source, use the search method to find the fault cause from the fault-factor table.
作为进一步的优选方案,基于距离相关性,计算故障指标值与因素指标值之间的距离相关系数包括:As a further preferred solution, based on the distance correlation, calculating the distance correlation coefficient between the fault index value and the factor index value includes:
计算故障指标值和因素指标值之间的距离协方差和方差,得到距离相关系数。Calculate the distance covariance and variance between the fault index value and the factor index value to obtain the distance correlation coefficient.
作为进一步的优选方案,本方法还包括:根据故障源的信息,确定由所述故障源牵连的其他电力设备,生成设备影响报告,派发给运维人员。As a further preferred solution, the method further includes: according to the information of the fault source, determining other electrical equipment involved in the fault source, generating a device impact report, and distributing it to operation and maintenance personnel.
作为进一步的优选方案,本方法还包括:根据故障源的信息,确定由所述故障源牵连的电力业务,生成业务影响报告,派发给运维人员。As a further preferred solution, the method further includes: according to the information of the fault source, determining the power service involved by the fault source, generating a business impact report, and distributing it to the operation and maintenance personnel.
作为进一步的优选方案,本方法还包括:对所述故障原因进行核实,查找误报、重报、漏报信息,若核实无误再制定电路迂回方案和故障修复任务。As a further preferred solution, the method also includes: verifying the cause of the fault, searching for false positives, re-reports, and missing information, and formulating a circuit detour plan and fault repair task if the verification is correct.
作为进一步的优选方案,本方法所述告警信息包括以下告警项目:三相输入电压过/欠压、三相输入电流越限、三相输出过压/欠压、输出电流越限、蓄电池电流越限、直流分路熔丝断、蓄电池熔丝断、蓄电池温度、整流模块工作状态、频率过高/过低、熔丝故障、直流输出电压过压/欠压、主要分路熔丝/开关状态。As a further preferred solution, the alarm information described in this method includes the following alarm items: three-phase input voltage over/under voltage, three-phase input current over-limit, three-phase output over-voltage/under-voltage, output current over-limit, battery current over-limit Limit, DC shunt fuse broken, battery fuse broken, battery temperature, rectifier module working status, frequency too high/low, fuse failure, DC output voltage overvoltage/undervoltage, main shunt fuse/switch status .
本发明的第二目的是提供一种计算机可读存储介质。A second object of the present invention is to provide a computer-readable storage medium.
为了实现上述目的,本发明采用如下一种技术方案:In order to achieve the above object, the present invention adopts the following technical scheme:
一种计算机可读存储介质,其中存储有多条指令,所述指令适于由移动终端设备的处理器加载并执行以下处理:A computer-readable storage medium, in which a plurality of instructions are stored, and the instructions are suitable for being loaded by a processor of a mobile terminal device and performing the following processing:
调取历史故障数据,所述历史故障数据包括故障类型、修复项目和每一故障类型的出现次数,所述每一故障类型的出现次数作为每一故障的指标值;Retrieving historical failure data, the historical failure data includes failure types, repair items and the number of occurrences of each failure type, and the number of occurrences of each failure type is used as an index value for each failure;
针对每一故障建立样本库,所述样本库中每一故障对应多个因素;A sample library is established for each fault, and each fault in the sample library corresponds to a plurality of factors;
将所述历史故障数据与样本库作交叉访问,对比所述修复项目和所述因素,获取每一故障对应的因素产生频次,将所述频次作为因素的指标值,基于距离相关性,计算故障指标值与因素指标值之间的距离相关系数,根据所述距离相关系数建立故障—因素表;Cross-visit the historical fault data and the sample database, compare the repair items and the factors, obtain the occurrence frequency of the factors corresponding to each fault, use the frequency as the index value of the factor, and calculate the fault based on the distance correlation The distance correlation coefficient between the index value and the factor index value, according to the distance correlation coefficient, a fault-factor table is established;
根据故障源,采用查找法从故障—因素表中查找故障原因。According to the fault source, use the search method to find the cause of the fault from the fault-factor table.
本发明的第三目的是提供一种通信蓄电池故障原因分析装置。The third object of the present invention is to provide a communication storage battery failure cause analysis device.
为了实现上述目的,本发明采用如下一种技术方案:In order to achieve the above object, the present invention adopts the following technical scheme:
一种通信蓄电池故障原因分析装置,包括处理器和计算机可读存储介质,处理器用于实现各指令;计算机可读存储介质用于存储多条指令,所述指令适于由处理器加载并执行以下处理:A communication storage battery failure cause analysis device, including a processor and a computer-readable storage medium, the processor is used to implement instructions; the computer-readable storage medium is used to store multiple instructions, and the instructions are suitable for being loaded by the processor and executing the following deal with:
调取历史故障数据,所述历史故障数据包括故障类型、修复项目和每一故障类型的出现次数,所述每一故障类型的出现次数作为每一故障的指标值;Retrieving historical failure data, the historical failure data includes failure types, repair items and the number of occurrences of each failure type, and the number of occurrences of each failure type is used as an index value for each failure;
针对每一故障建立样本库,所述样本库中每一故障对应多个因素;A sample library is established for each fault, and each fault in the sample library corresponds to a plurality of factors;
将所述历史故障数据与样本库作交叉访问,对比所述修复项目和所述因素,获取每一故障对应的因素产生频次,将所述频次作为因素的指标值,基于距离相关性,计算故障指标值与因素指标值之间的距离相关系数,根据所述距离相关系数建立故障—因素表;Cross-visit the historical fault data and the sample database, compare the repair items and the factors, obtain the occurrence frequency of the factors corresponding to each fault, use the frequency as the index value of the factor, and calculate the fault based on the distance correlation The distance correlation coefficient between the index value and the factor index value, according to the distance correlation coefficient, a fault-factor table is established;
根据故障源,采用查找法从故障—因素表中查找故障原因。According to the fault source, use the search method to find the cause of the fault from the fault-factor table.
本发明的第四目的是提供一种通信蓄电池运行数据采集监控系统。The fourth object of the present invention is to provide a system for collecting and monitoring the operation data of the communication storage battery.
为了实现上述目的,本发明采用如下一种技术方案:In order to achieve the above object, the present invention adopts the following technical scheme:
一种通信蓄电池运行数据采集监控系统,该系统包括:A communication storage battery operation data acquisition and monitoring system, the system includes:
监控单元,所述监控单元用于实时采集通信蓄电池遥测、遥信数据,以及遥控信号的接收以及遥测、遥信数据的数据封装传送,并根据遥控信号远端遥控通信蓄电池;A monitoring unit, the monitoring unit is used for real-time collection of telemetry and telesignal data of the communication battery, reception of remote control signals and data packaging and transmission of telemetry and telesignal data, and remote control of the communication battery according to the remote control signal;
监控模块,所述监控模块与所述监控单元连接,下发远端遥控信号以及周期性采集监控单元的通信蓄电池遥测、遥信数据,并进行数据校验;A monitoring module, the monitoring module is connected to the monitoring unit, sends remote remote control signals and periodically collects the communication battery telemetry and remote signaling data of the monitoring unit, and performs data verification;
后台监控终端,所述后台监控终端与所述监控模块连接,用于下发远端遥控信号以及接收通信蓄电池遥测、遥信数据,设定通信蓄电池运行状态门限值,当所述遥测数据超过门限值时,产生告警信息;A background monitoring terminal, the background monitoring terminal is connected to the monitoring module, and is used for sending remote remote control signals and receiving communication battery telemetry and telesignaling data, and setting the communication battery operating state threshold value. When the telemetry data exceeds When the threshold value is exceeded, an alarm message is generated;
通信蓄电池故障原因分析装置,所述通信蓄电池故障原因分析装置与所述后台监控终端连接,用于根据告警信息,确定故障源,采用因素间相关关系识别方法分析故障原因;Communication storage battery failure cause analysis device, the communication storage battery failure cause analysis device is connected to the background monitoring terminal, used to determine the source of the failure according to the alarm information, and analyze the cause of the failure by using a correlation identification method between factors;
服务器,所述服务器与所述通信蓄电池故障原因分析装置连接,用于根据故障原因,制定电路迂回方案和故障修复任务,并派发给运维人员执行。A server, the server is connected with the communication storage battery failure cause analysis device, and is used to formulate a circuit detour scheme and a failure repair task according to the cause of the failure, and distribute them to operation and maintenance personnel for execution.
作为进一步的优选方案,上述系统还包括智能终端,与所述服务器相连,用于接收电路迂回方案和故障修复任务。As a further preferred solution, the above system further includes an intelligent terminal connected to the server for receiving circuit detour solutions and fault repair tasks.
作为进一步的优选方案,上述系统还包括打印设备,与所述服务器相连,用于打印纸质内容。As a further preferred solution, the above system further includes a printing device connected to the server for printing paper content.
本发明的有益效果:Beneficial effects of the present invention:
(1)本发明对通信蓄电池运行数据采集监控系统进行系统建模,使得整个系统的数据结构清晰化,避免数据混乱的现象;(1) The present invention carries out systematic modeling to the data acquisition and monitoring system of the communication battery operation, so that the data structure of the whole system is clear and the phenomenon of data confusion is avoided;
(2)本发明在数据传输过程中采用了数据封装与数据校验,避免了数据帧的丢失,保障通信蓄电池运行数据采集的完整性和可验证性;(2) The present invention adopts data encapsulation and data verification in the data transmission process, avoids the loss of data frames, and guarantees the integrity and verifiability of communication storage battery operation data collection;
(3)本发明实时监控电源的运行状态,将数据进行记录并处理,及时侦测故障,通知人员处理,并对电源设备的集中监控维护管理,可有效提高通信蓄电池监测的可靠性。(3) The present invention monitors the operating status of the power supply in real time, records and processes the data, detects faults in time, notifies personnel to deal with them, and centrally monitors, maintains and manages power supply equipment, which can effectively improve the reliability of communication battery monitoring.
附图说明Description of drawings
构成本申请的一部分的说明书附图用来提供对本申请的进一步理解,本申请的示意性实施例及其说明用于解释本申请,并不构成对本申请的不当限定。The accompanying drawings constituting a part of the present application are used to provide further understanding of the present application, and the schematic embodiments and descriptions of the present application are used to explain the present application, and do not constitute improper limitations to the present application.
图1是本发明方法流程图;Fig. 1 is a flow chart of the method of the present invention;
图2是本发明通信蓄电池运行数据采集流程图;Fig. 2 is the flow chart of data acquisition of communication storage battery operation of the present invention;
图3是本发明通信电源故障分析流程图;Fig. 3 is a flow chart of communication power failure analysis of the present invention;
图4是本发明系统示意图。Fig. 4 is a schematic diagram of the system of the present invention.
具体实施方式:detailed description:
下面结合附图与实施例对本发明作进一步说明:Below in conjunction with accompanying drawing and embodiment the present invention will be further described:
应该指出,以下详细说明都是例示性的,旨在对本申请提供进一步的说明。除非另有指明,本文使用的所有技术和科学术语具有与本申请所属技术领域的普通技术人员通常理解的相同含义。It should be pointed out that the following detailed description is exemplary and intended to provide further explanation to the present application. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.
需要注意的是,这里所使用的术语仅是为了描述具体实施方式,而非意图限制根据本申请的示例性实施方式。如在这里所使用的,除非上下文另外明确指出,否则单数形式也意图包括复数形式,此外,还应当理解的是,当在本说明书中使用术语“包含”和/或“包括”时,其指明存在特征、步骤、操作、器件、组件和/或它们的组合。It should be noted that the terminology used here is only used to describe specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, and it should also be understood that when the terms "comprising" and/or "comprising" are used in this specification, they mean There are features, steps, operations, means, components and/or combinations thereof.
正如前文所说的,由于目前通信蓄电池性能数据较多,虽然数据完善,但如何保障采集数据的完整性和可验证性,保证数据通信的可靠性是亟待解决的问题,此外,监控过程需要查找相应遥测值时比较繁琐,也很难准确分析遥测数据所带来的影响。为此,本发明提出了一种通信蓄电池运行数据采集监控方法及系统,通过数据封装、数据校验等机制解决了上述问题,当遥测数据发生重要或紧急告警时给予故障原因分析。As mentioned above, due to the large amount of communication battery performance data at present, although the data is complete, how to ensure the integrity and verifiability of the collected data and the reliability of data communication is an urgent problem to be solved. In addition, the monitoring process needs to find It is cumbersome to correspond to telemetry values, and it is difficult to accurately analyze the impact of telemetry data. To this end, the present invention proposes a method and system for collecting and monitoring communication battery operation data, which solves the above problems through mechanisms such as data packaging and data verification, and provides fault cause analysis when important or emergency alarms occur in telemetry data.
实施例1:Example 1:
具体的,如图1所示,在本实施例中首先采用从上层到底层的建模方式将后台监控终端、监控模块、监控单元和通信蓄电池构建系统模型,所述系统模型由上而下依次包括如下四个层面:后台监控终端层、监控模块采集器层、监控单元采集器层和通信蓄电池监测点层。针对各个模块的具体装置,系统模型分为如下几个层面:监控站点-->采集器-->采集器-->监测点(蓄电池单体电压)。对通信蓄电池运行数据采集监控系统进行系统建模,使得整个系统的数据结构清晰化,避免数据混乱的现象。Specifically, as shown in Figure 1, in this embodiment, firstly, the background monitoring terminal, the monitoring module, the monitoring unit and the communication storage battery are constructed by the modeling method from the upper layer to the lower layer, and the system model is sequentially arranged from top to bottom. It includes the following four layers: background monitoring terminal layer, monitoring module collector layer, monitoring unit collector layer and communication storage battery monitoring point layer. For the specific devices of each module, the system model is divided into the following levels: monitoring site --> collector --> collector --> monitoring point (battery cell voltage). The system modeling of the communication battery operation data acquisition and monitoring system makes the data structure of the whole system clear and avoids the phenomenon of data confusion.
基于构建的系统模型,通过采集器将遥测终端接收到的实时数据,进行清洗,并将有效数据采集并存储,具体的,如图2所示,将监控单元采集的通信蓄电池运行数据进行数据封装,并通过一定协议传输至监控模块;对监控模块接收的数据进行数据校验,并传输至后台监控终端;本方法监控单元与监控模块之间采用MODBUS_RTU通讯协议按照约定的格式进行数据传输,监控模块为上层后台机,监控单元为下位机,监控单元采用电池监测仪采集具体的通信蓄电池运行数据。监控模块通过SOCKET连接方式向各个采集通信蓄电池运行数据的监控单元下发命令,在500ms时间内等待应答,若无应答或接收应答错误则认为本次通讯过程失败。通讯应答成功后,监控模块向监控单元发送数据封装的主机查询数据帧:Based on the constructed system model, the real-time data received by the telemetry terminal is cleaned through the collector, and the effective data is collected and stored. Specifically, as shown in Figure 2, the communication battery operation data collected by the monitoring unit is packaged , and transmit it to the monitoring module through a certain protocol; perform data verification on the data received by the monitoring module, and transmit it to the background monitoring terminal; in this method, the MODBUS_RTU communication protocol is used between the monitoring unit and the monitoring module to perform data transmission in accordance with the agreed format, monitoring The module is the upper background computer, the monitoring unit is the lower computer, and the monitoring unit uses a battery monitor to collect specific communication battery operation data. The monitoring module sends commands to each monitoring unit that collects the operating data of the communication battery through the SOCKET connection, and waits for a response within 500ms. If there is no response or the response is received incorrectly, it is considered that the communication process has failed. After the communication response is successful, the monitoring module sends a data-encapsulated host query data frame to the monitoring unit:
在主机查询数据帧中,信息开始至少需要有3.5个字符的静止时间。3.5个字符的静止时间之后,即为地址码存储下位机电池监测仪的地址。In the host query data frame, there needs to be at least 3.5 characters of static time at the beginning of the message. After the static time of 3.5 characters, the address of the lower computer battery monitor is stored as the address code.
监控单元连续监测网络上的监控模块的控制信息,包括静止时间;当接收第一个地址数据时,每个监控单元的下位机电池监测仪均立即对它解码,以确认是否是自己的地址。监控模块发送完最后一个字符号后,同样存在一个3.5个字符的静止时间,3.5个字符的静止时间后发送下一个主机查询数据帧,若没有3.5个字符的静止时间,将会因为合并信息的CRC校验码无效而产生的错误。在此过程中,整个信息必须连续发送,若在监控模块发送主机查询数据帧信息期间,出现大于1.5个字符的静止时间时,则监控单元刷新不完整的信息,并假设下一个信息是地址数据。The monitoring unit continuously monitors the control information of the monitoring modules on the network, including the static time; when receiving the first address data, the battery monitor of the lower computer of each monitoring unit immediately decodes it to confirm whether it is its own address. After the monitoring module sends the last character number, there is also a static time of 3.5 characters. After the static time of 3.5 characters, the next host query data frame is sent. If there is no static time of 3.5 characters, it will be due to the combination of information Errors caused by invalid CRC check code. During this process, the entire information must be sent continuously. If there is a static time greater than 1.5 characters during the period when the monitoring module sends the host query data frame information, the monitoring unit refreshes the incomplete information and assumes that the next information is address data .
当监控模块的通讯命令发送至监控单元下位机电池监测仪时,符合相应地址码的下位机电池监测仪接收通讯命令,除去地址码,读取主机查询数据帧中的信息,如果没有出错,则执行相应的任务;并执行结果数据封装为从机响应数据帧返送给监控模块。从机响应数据帧中包括地址码、执行动作的功能码、执行动作后结果的数据以及错误校验码。如果出错就不发送任何信息。When the communication command of the monitoring module is sent to the battery monitor of the lower computer of the monitoring unit, the battery monitor of the lower computer that matches the corresponding address code receives the communication command, removes the address code, and reads the information in the host query data frame. If there is no error, then Execute the corresponding task; and encapsulate the execution result data into a slave response data frame and send it back to the monitoring module. The slave response data frame includes the address code, the function code of the execution action, the data of the result after the execution of the action, and the error check code. If there is an error, no information is sent.
监控单元根据监控模块发送的主机查询数据帧响应产生数据封装的从机响应数据帧:The monitoring unit responds to the host query data frame sent by the monitoring module to generate a data-encapsulated slave response data frame:
在监控模块和/或监控单元接收到数据帧后,为了解决在常规串口通信的技术中,容易出现数据帧丢失的情况,导致主站系统误判、漏判的问题;在本次的系统研究过程中,建设性的提出Modbus CRC奇偶校验法,用于保障每次的数据采集完整性、可验证性。After the monitoring module and/or monitoring unit receives the data frame, in order to solve the problem that the data frame is easily lost in the conventional serial communication technology, resulting in misjudgment and missed judgment of the master station system; in this system research During the process, the Modbus CRC parity check method was proposed constructively to ensure the integrity and verifiability of each data collection.
在本实施例中使用的通讯协议的CRC(冗余循环码)包含2个字节,即16位二进制数。发送设备计算CRC码,放置于发送信息帧的尾部。接收信息的设备将接收到的所有信息(含CRC码)重新计算CRC码,并判断该CRC码是否为0,如果为0,表示接收的信息帧正确无误,否则,则表明接收的信息帧有误。在进行CRC计算时只用8个数据位,起始位及停止位都不参与CRC计算。具体的计算方法如下:The CRC (Redundant Cyclic Code) of the communication protocol used in this embodiment contains 2 bytes, that is, a 16-bit binary number. The sending device calculates the CRC code and places it at the end of the sending information frame. The device receiving the information recalculates the CRC code for all the received information (including the CRC code), and judges whether the CRC code is 0. If it is 0, it means that the received information frame is correct; otherwise, it means that the received information frame has error. Only 8 data bits are used in the CRC calculation, and the start bit and stop bit are not involved in the CRC calculation. The specific calculation method is as follows:
a.预置1个16位的寄存器为十六进制FFFF(即全为1);称此寄存器为CRC寄存器;a. Preset a 16-bit register as hexadecimal FFFF (that is, all 1); call this register a CRC register;
b.把第一个8位二进制数据(既通讯信息帧的第一个字节)与16位的CRC寄存器的低8位相异或,把结果放于CRC寄存器;b. XOR the first 8-bit binary data (the first byte of the communication information frame) with the lower 8 bits of the 16-bit CRC register, and put the result in the CRC register;
c.把CRC寄存器的内容右移一位(朝低位)用0填补最高位,并检查右移后的移出位;c. Shift the content of the CRC register to the right by one bit (towards the lower bit), fill the highest bit with 0, and check the shifted out bit after the right shift;
d.如果移出位为0:重复第3步(再次右移一位);如果移出位为1:CRC寄存器与多项式A001(0xA001)进行异或;d. If the shifted-out bit is 0: repeat step 3 (shift right one bit again); if the shifted-out bit is 1: XOR the CRC register with the polynomial A001 (0xA001);
e.重复步骤3和4,直到右移8次,这样整个8位数据全部进行了处理;e. Repeat steps 3 and 4 until the right shift is 8 times, so that the entire 8-bit data has been processed;
f.重复步骤2到步骤5,进行通讯信息帧下一个字节的处理;f. Repeat steps 2 to 5 to process the next byte of the communication information frame;
g.将该通讯信息帧所有字节按上述步骤计算完成后,得到的16位CRC寄存器的高、低字节进行交换;g. After all bytes of the communication information frame are calculated according to the above steps, the high and low bytes of the obtained 16-bit CRC register are exchanged;
h.最后得到的CRC寄存器内容即为:CRC码。h. The finally obtained CRC register content is: CRC code.
后台监控终端接收通信蓄电池遥测数据,如图3所示,设定通信蓄电池运行状态门限值,当所述遥测数据超过门限值时,产生告警信息;The background monitoring terminal receives the communication battery telemetry data, as shown in Figure 3, sets the communication battery operating state threshold value, and when the telemetry data exceeds the threshold value, an alarm message is generated;
其中重点分析的告警信息包括以下告警项目:Among them, the alarm information mainly analyzed includes the following alarm items:
当通信电源遥测数据发生告警时,系统将根据故障判断规则进行分析,是由哪些原因造成电源告警(例如:直流输出的电压过低),本实施例采用采用因素间相关关系识别方法分析故障原因;When an alarm occurs in the telemetry data of the communication power supply, the system will analyze according to the fault judgment rules, which causes the power alarm (for example: the voltage of the DC output is too low), and this embodiment adopts the method of identifying the correlation between factors to analyze the cause of the fault ;
具体的:调取包括故障类型、修复项目和每一故障类型的出现次数在内的故障历史数据,其中每一故障类型的出现次数作为每一故障的指标值;Concrete: call out fault history data including fault types, repair items and the number of occurrences of each fault type, wherein the number of occurrences of each fault type is used as the index value of each fault;
针对每一故障建立样本库,样本库中每一故障对应多个因素;Establish a sample library for each fault, and each fault in the sample library corresponds to multiple factors;
将历史故障数据与样本库作交叉访问,对比所述修复项目和所述因素,获取每一故障对应的因素产生频次,将所述频次作为因素的指标值,基于距离相关性,计算故障指标值和因素指标值之间的距离协方差和方差,得到距离相关系数。Cross-visit the historical fault data and the sample library, compare the repair items and the factors, obtain the frequency of the factors corresponding to each fault, use the frequency as the index value of the factor, and calculate the fault index value based on the distance correlation and the distance covariance and variance between factor index values to obtain the distance correlation coefficient.
距离相关系数的计算公式如下式所示:The formula for calculating the distance correlation coefficient is as follows:
其中X、Y为样本集中任意对因素指标,本实施例中指故障指标值与其他任意因素指标值之间的距离相关系数,dCov(X,Y)表示指标值间的距离协方差,dVar(X)dVar(Y)表示指标值间的协方差。Wherein X, Y are any pair of factor indexes in the sample set, refer to the distance correlation coefficient between the fault index value and other arbitrary factor index values in the present embodiment, dCov (X, Y) represents the distance covariance between index values, dVar(X)dVar(Y) represents the covariance between index values.
其中表示第j行样本均值,表示第k行样本均值,为样本均值的距离矩阵,aj,k为指标值间的欧氏距离。通过计算指标值间的相关系数,我们可以判断两因素间的相关程度。距离相关性具有以下特性:0≤dCor(X,Y)≤1。当dCor(X,Y)=0时,X、Y相互独立;当dCor(X,Y)=1时,X、Y完全相关。in Indicates the sample mean of row j, Indicates the sample mean of row k, is the distance matrix of the sample mean, a j,k is the Euclidean distance between index values. By calculating the correlation coefficient between the index values, we can judge the degree of correlation between the two factors. Distance correlation has the following property: 0≤dCor(X,Y)≤1. When dCor(X,Y)=0, X and Y are independent of each other; when dCor(X,Y)=1, X and Y are completely correlated.
根据上述距离相关系数建立故障—因素表;通过查找法从故障—因素表中即可查找处故障原因。Establish the fault-factor table according to the above-mentioned distance correlation coefficient; through the search method, the fault cause can be found from the fault-factor table.
进一步的,本实施例还可以通过所确定的电源,分析电源告警对哪些设备造成影响,设备影响哪些业务等,再由调度人员进行故障核实,确认故障后,自动将电源发生故障的原因及告警所影响具体业务信息以短信形式发送给相关人员,并自动生成重要过路业务的电路迂回方案,运维人员根据告警原因进行检修。Further, this embodiment can also use the determined power supply to analyze which equipment the power supply alarm affects, which services the equipment affects, etc., and then the dispatcher performs fault verification. After the fault is confirmed, the cause of the power supply failure and the alarm The specific business information affected will be sent to relevant personnel in the form of SMS, and a circuit detour scheme for important passing services will be automatically generated, and the operation and maintenance personnel will perform maintenance according to the cause of the alarm.
实施例2:Example 2:
本发明的再一实施例是一种通信蓄电池故障原因分析装置。Still another embodiment of the present invention is a communication storage battery failure cause analysis device.
为了实现上述目的,本发明采用如下一种技术方案:In order to achieve the above object, the present invention adopts the following technical scheme:
一种通信蓄电池故障原因分析装置,包括处理器和计算机可读存储介质,处理器用于实现各指令;计算机可读存储介质用于存储多条指令,所述指令适于由处理器加载并执行以下处理:A communication storage battery failure cause analysis device, including a processor and a computer-readable storage medium, the processor is used to implement instructions; the computer-readable storage medium is used to store multiple instructions, and the instructions are suitable for being loaded by the processor and executing the following deal with:
调取历史故障数据,所述历史故障数据包括故障类型、修复项目和每一故障类型的出现次数,所述每一故障类型的出现次数作为每一故障的指标值;Retrieving historical failure data, the historical failure data includes failure types, repair items and the number of occurrences of each failure type, and the number of occurrences of each failure type is used as an index value for each failure;
针对每一故障建立样本库,所述样本库中每一故障对应多个因素;A sample library is established for each fault, and each fault in the sample library corresponds to a plurality of factors;
将所述历史故障数据与样本库作交叉访问,对比所述修复项目和所述因素,获取每一故障对应的因素产生频次,将所述频次作为因素的指标值,基于距离相关性,计算故障指标值与因素指标值之间的距离相关系数,根据所述距离相关系数建立故障—因素表;Cross-visit the historical fault data and the sample database, compare the repair items and the factors, obtain the occurrence frequency of the factors corresponding to each fault, use the frequency as the index value of the factor, and calculate the fault based on the distance correlation The distance correlation coefficient between the index value and the factor index value, according to the distance correlation coefficient, a fault-factor table is established;
根据故障源,采用查找法从故障—因素表中查找故障原因。According to the fault source, use the search method to find the cause of the fault from the fault-factor table.
实施例3:Example 3:
本发明的再一实施例是一种计算机可读存储介质,其中存储有多条指令,所述指令适于由移动终端设备的处理器加载并执行以下处理:Another embodiment of the present invention is a computer-readable storage medium, in which a plurality of instructions are stored, and the instructions are suitable for being loaded by a processor of a mobile terminal device and performing the following processing:
调取历史故障数据,所述历史故障数据包括故障类型、修复项目和每一故障类型的出现次数,所述每一故障类型的出现次数作为每一故障的指标值;Retrieving historical failure data, the historical failure data includes failure types, repair items and the number of occurrences of each failure type, and the number of occurrences of each failure type is used as an index value for each failure;
针对每一故障建立样本库,所述样本库中每一故障对应多个因素;A sample library is established for each fault, and each fault in the sample library corresponds to a plurality of factors;
将所述历史故障数据与样本库作交叉访问,对比所述修复项目和所述因素,获取每一故障对应的因素产生频次,将所述频次作为因素的指标值,基于距离相关性,计算故障指标值与因素指标值之间的距离相关系数,根据所述距离相关系数建立故障—因素表;Cross-visit the historical fault data and the sample database, compare the repair items and the factors, obtain the occurrence frequency of the factors corresponding to each fault, use the frequency as the index value of the factor, and calculate the fault based on the distance correlation The distance correlation coefficient between the index value and the factor index value, according to the distance correlation coefficient, a fault-factor table is established;
根据故障源,采用查找法从故障—因素表中查找故障原因。According to the fault source, use the search method to find the cause of the fault from the fault-factor table.
在本实施例中,计算机可读记录介质的例子包括磁存储介质(例如,ROM,RAM,USB,软盘,硬盘等)、光学记录介质(例如,CD-ROM或DVD)、PC接口(例如,PCI、PCI-Expres、WiFi等)等。然而,本公开的各个方面不限于此。In this embodiment, examples of the computer-readable recording medium include magnetic storage media (for example, ROM, RAM, USB, floppy disk, hard disk, etc.), optical recording media (for example, CD-ROM or DVD), PC interfaces (for example, PCI, PCI-Express, WiFi, etc.), etc. However, aspects of the present disclosure are not limited thereto.
实施例4:Example 4:
本发明的再一实施例是一种通信蓄电池运行数据采集监控系统,如图4所示,包括:Another embodiment of the present invention is a communication storage battery operation data collection and monitoring system, as shown in Figure 4, including:
监控单元,所述监控单元用于实时采集通信蓄电池遥测、遥信数据,以及遥控信号的接收以及遥测、遥信数据的数据封装传送,并根据遥控信号远端遥控通信蓄电池;所述监控单元为后台监控终端内的前置机,即采集器,与后台监控终端内设备互联,实现与监控设备间的协议互转(串口协议转网口),可随时接收并快速响应来自监控模块下发的监控命令,完成周期性的采集各监控模块传来的各类信息,具有与后台监控终端通信的功能,完成监控模块和监控站之间的遥测、遥信及遥控数据的传送,监控单元与通信蓄电池之间串行通讯,采用RS232,RS422或RS485;数据传输速率9600bps(1200bps、2400bps、4800bps)。Monitoring unit, the monitoring unit is used for real-time collection of communication storage battery telemetry, telesignal data, as well as the reception of remote control signals and the data packaging and transmission of telemetry and telematics data, and remote control of the communication storage battery according to the remote control signal; the monitoring unit is The front-end processor in the background monitoring terminal, that is, the collector, is interconnected with the equipment in the background monitoring terminal to realize the protocol exchange between the monitoring device (serial port protocol to network port), and can receive and quickly respond to the data sent by the monitoring module at any time. Monitoring commands, complete the periodic collection of various information from each monitoring module, have the function of communicating with the background monitoring terminal, complete the telemetry, remote signaling and remote control data transmission between the monitoring module and the monitoring station, the monitoring unit and the communication The serial communication between batteries adopts RS232, RS422 or RS485; the data transmission rate is 9600bps (1200bps, 2400bps, 4800bps).
其中采集器的监测数据包括:The monitoring data of the collector includes:
交流配电屏数据AC power distribution panel data
遥测:交流输入电压,分多路。Telemetry: AC input voltage, divided into multiple channels.
遥信:交流输入开关状态,交流输入停电等。Remote signaling: AC input switch status, AC input power failure, etc.
整流模块数据Rectifier module data
遥测:输出电压,输出电流,模块温度、模块限流值、交流电压。Telemetry: output voltage, output current, module temperature, module current limit value, AC voltage.
遥信:模块开/关机状态,模块过压/过温/故障/保护/风扇故障/限功率/开关机/正常状态。Remote signaling: module on/off status, module overvoltage/overtemperature/fault/protection/fan failure/limited power/on/off/normal status.
直流配电屏数据DC power distribution panel data
遥测:直流输出电压,电池组电流,负载总电流。Telemetry: DC output voltage, battery pack current, load total current.
遥信:直流输出过压,直流输出欠压,电池组支路状态,负载支路状态,负载下电告警,电池下电告警。Remote signaling: DC output overvoltage, DC output undervoltage, battery pack branch status, load branch status, load power off alarm, battery power off alarm.
监测数据还包括了单体电压、电体电流、总电压、总电流、电池温度、充放电流等。The monitoring data also includes monomer voltage, battery current, total voltage, total current, battery temperature, charge and discharge current, etc.
监控模块,所述监控模块与所述监控单元连接,下发远端遥控信号以及周期性采集监控单元的通信蓄电池遥测、遥信数据,并进行数据校验;所述监控模块采用智能控制器或智能采集设备,具有数据的采集、控制和滤波作用,具有与监控单元或监控站进行通信的功能,完成遥测、遥信数据的传送及实现系统的远端遥控。A monitoring module, the monitoring module is connected with the monitoring unit, sends remote remote control signals and periodically collects the communication battery telemetry and telesignaling data of the monitoring unit, and performs data verification; the monitoring module adopts an intelligent controller or Intelligent acquisition equipment has the functions of data acquisition, control and filtering, and has the function of communicating with the monitoring unit or monitoring station to complete the transmission of telemetry and remote signaling data and realize the remote control of the system.
后台监控终端,所述后台监控终端与所述监控模块连接,用于下发远端遥控信号以及接收通信蓄电池遥测、遥信数据,具有实时作业功能,能同时监视辖区内自身的工作状态,可通过监控单元对监控模块下达监测和控制命令。设定通信蓄电池运行状态门限值,当所述遥测数据超过门限值时,产生告警信息;Background monitoring terminal, the background monitoring terminal is connected with the monitoring module, and is used to issue remote remote control signals and receive communication battery telemetry and remote signaling data. It has a real-time operation function and can simultaneously monitor its own working status within the jurisdiction. The monitoring and control commands are issued to the monitoring module through the monitoring unit. Setting a communication battery operating state threshold value, when the telemetry data exceeds the threshold value, an alarm message is generated;
通信蓄电池故障原因分析装置,所述通信蓄电池故障原因分析装置与所述后台监控终端连接,用于根据告警信息,确定故障源,采用因素间相关关系识别方法分析故障原因;Communication storage battery failure cause analysis device, the communication storage battery failure cause analysis device is connected to the background monitoring terminal, used to determine the source of the failure according to the alarm information, and analyze the cause of the failure by using a correlation identification method between factors;
服务器,所述服务器与所述通信蓄电池故障原因分析装置连接,用于根据故障原因,制定电路迂回方案和故障修复任务,并派发给运维人员执行。A server, the server is connected with the communication storage battery failure cause analysis device, and is used to formulate a circuit detour scheme and a failure repair task according to the cause of the failure, and distribute them to operation and maintenance personnel for execution.
在具体应用过程中,还可以包括智能终端、打印设备,均与所述服务器相连,智能终端可以接收电路迂回方案和故障修复任务,打印设备,可以打印任意纸质内容。In a specific application process, it may also include an intelligent terminal and a printing device, both of which are connected to the server. The intelligent terminal can receive circuit detour schemes and fault repair tasks, and the printing device can print any paper content.
以上所述仅为本申请的优选实施例而已,并不用于限制本申请,对于本领域的技术人员来说,本申请可以有各种更改和变化。凡在本申请的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本申请的保护范围之内。The above descriptions are only preferred embodiments of the present application, and are not intended to limit the present application. For those skilled in the art, there may be various modifications and changes in the present application. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of this application shall be included within the protection scope of this application.
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