CN114221853B - An operation analysis system and working method of electricity consumption information collection equipment - Google Patents
An operation analysis system and working method of electricity consumption information collection equipment Download PDFInfo
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Abstract
本发明公开了一种用电信息采集设备的运行分析系统及其工作方法,涉及电力计量技术领域;目前,现有用电信息采集设备状态分析处理装置通常都在现场,而现场环境复杂,容易造成数据丢失。本发明包括现场处理装置和远程处理装置,所述现场处理装置和远程处理装置通信连接;现场处理装置,用于获取用电采集设备的一段运行数据,提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给远程处理装置;本技术方案数据稳定,处理速度快且准确。
The invention discloses an operation analysis system and a working method of electricity consumption information collection equipment, and relates to the technical field of electric power metering; at present, the state analysis and processing devices of the existing electricity consumption information collection equipment are usually on site, and the site environment is complex and easy cause data loss. The present invention includes an on-site processing device and a remote processing device, and the on-site processing device and the remote processing device are connected in communication; the on-site processing device is used to obtain a section of operation data of the electricity collection equipment, extract abnormal operation data, and combine the abnormal operation data with the Comparing the stored first subsets to obtain the abnormal cause data of the equipment, and marking the same abnormal feature data compared in the first subset, and transmitting the marked abnormal feature data to the remote processing device; this technology The program data is stable, and the processing speed is fast and accurate.
Description
技术领域technical field
本发明涉及电力计量技术领域,具体是一种用电信息采集设备的运行分析系统及其工作方法。The invention relates to the technical field of power metering, in particular to an operation analysis system and a working method of power consumption information collection equipment.
背景技术Background technique
随着采集建设的深入和采集系统功能的深化应用,对于采集系统运行可靠性和数据采集质量有了更高的要求;如何确保现场海量计量装置和采集终端设备的正常运行,是采集系统运维管理亟待解决的问题。With the deepening of collection construction and the deepening application of collection system functions, there are higher requirements for the operation reliability and data collection quality of the collection system; Manage urgent problems.
现有对用电信息采集设备状态进行分析的分析系统,通常将所有数据都储存在处理装置中,由于现有的处理装置通常都在现场,而现场环境复杂,容易造成数据丢失,为此现提出一种用电信息采集设备的运行分析系统及其工作方法来解决该技术问题。The existing analysis system for analyzing the status of electricity information collection equipment usually stores all the data in the processing device. Since the existing processing device is usually on site, and the site environment is complex, it is easy to cause data loss. To solve this technical problem, an operation analysis system and its working method of electricity information collection equipment are proposed.
发明内容Contents of the invention
本发明的目的在于提供一种用电信息采集设备的运行分析系统及其工作方法,以解决上述背景技术中提出的问题。The object of the present invention is to provide an operation analysis system and a working method of an electricity consumption information collection device, so as to solve the problems raised in the above-mentioned background technology.
为实现上述目的,本发明提供如下一种技术方案:To achieve the above object, the present invention provides the following technical solution:
一种用电信息采集设备的运行分析系统,包括现场处理装置和远程处理装置,所述现场处理装置和远程处理装置通信连接;An operation analysis system for electricity information collection equipment, comprising an on-site processing device and a remote processing device, and the on-site processing device and the remote processing device are connected by communication;
现场处理装置,用于获取用电采集设备的一段运行数据,提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给远程处理装置;The on-site processing device is used to obtain a piece of operation data of the electricity collection equipment, extract the abnormal operation data, compare the abnormal operation data with the stored first subset, obtain the abnormal cause data of the equipment, and analyze the first subset marking the same abnormal characteristic data in the collection, and transmitting the marked abnormal characteristic data to the remote processing device;
远程处理装置,接收设备异常原因数据和标记的异常特征数据,对异常特征数据的标记次数进行统计,根据标记次数对异常特征数据进行排列,对异常特征数据集合进行调整;将异常特征数据集合分为第一子集合和第二子集合,所述第一子集合包括比对相同次数频率高的异常特征数据,所述第二子集合包括比对相同次数频率低的异常特征数据;将第一子集合数据发送给现场处理装置。The remote processing device receives the abnormality cause data of the equipment and the marked abnormal characteristic data, counts the marking times of the abnormal characteristic data, arranges the abnormal characteristic data according to the marking times, and adjusts the abnormal characteristic data set; divides the abnormal characteristic data set into It is a first subset and a second subset, the first subset includes abnormal feature data with a higher frequency than the same number of times, and the second subset includes abnormal feature data with a lower frequency than the same number of times; the first The subset data is sent to the field processing device.
作为本发明进一步的方案:所述现场处理装置包括数据采集单元、沟通单元和处理单元;As a further solution of the present invention: the on-site processing device includes a data acquisition unit, a communication unit and a processing unit;
数据采集单元,用于获取用电采集设备的一段运行数据;The data collection unit is used to obtain a section of operating data of the electricity collection equipment;
沟通单元,用于接收远程处理装置发送的第一子集合数据;a communication unit, configured to receive the first subset of data sent by the remote processing device;
处理单元,根据电采集设备的一段运行数据,提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给。The processing unit extracts the abnormal operation data according to a piece of operation data of the electrical acquisition equipment, compares the abnormal operation data with the stored first subset, obtains the cause data of the equipment abnormality, and compares the abnormal operation data in the first subset Mark the same anomaly feature data, and pass the marked anomaly feature data to .
作为本发明再进一步的方案:所述处理单元包括异常识别模块和比对模块;As a further solution of the present invention: the processing unit includes an abnormality identification module and a comparison module;
异常识别模块,根据用电采集设备的一段运行数据,提取出异常运行数据;The abnormality identification module extracts the abnormal operation data according to a section of operation data of the electricity collection equipment;
比对模块,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据;The comparison module compares the abnormal operation data with the stored first subset, and obtains the abnormal cause data of the equipment;
标记模块,对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给远程处理装置。。The marking module marks the compared abnormal characteristic data in the first subset, and transmits the marked abnormal characteristic data to the remote processing device. .
作为本发明再进一步的方案:若异常运行数据与储存的第一子集合的进行比对时,未能够得到设备异常原因数据,则将未得到设备异常原因数据传递给远程处理装置;As a further solution of the present invention: if the abnormal operation data is compared with the stored first subset, and the equipment abnormality cause data cannot be obtained, then the unobtained equipment abnormality cause data is transmitted to the remote processing device;
然后接受远程处理装置的传递的第二子集合,再次进行异常运行数据比对,得出设备异常原因数据,将异常数据发送给远程处理装置;Then accept the second subset delivered by the remote processing device, compare the abnormal operation data again, obtain the abnormal cause data of the equipment, and send the abnormal data to the remote processing device;
若再次未能得到设备异常原因,将该异常运行数据传递给远程处理装置。If the cause of the abnormality of the equipment cannot be obtained again, the abnormal operation data is transmitted to the remote processing device.
作为本发明再进一步的方案:远程处理装置,包括接收单元、归类单元和分类单元;As a further solution of the present invention: the remote processing device includes a receiving unit, a classification unit and a classification unit;
接收单元,接收设备异常原因数据和标记的异常特征数据;A receiving unit, receiving device abnormal cause data and marked abnormal characteristic data;
归类单元,对异常特征数据的标记次数进行统计,根据标记次数对异常特征数据进行排列,对异常特征数据集合进行调整;The categorization unit counts the number of markings of the abnormal characteristic data, arranges the abnormal characteristic data according to the marking times, and adjusts the abnormal characteristic data set;
分类单元,将异常特征数据集合分为第一子集合和第二子集合;将第一子集合数据发送给现场处理装置。The classification unit divides the abnormal feature data set into a first subset and a second subset; and sends the data of the first subset to the on-site processing device.
作为本发明再进一步的方案:发送模块,能够根据现场处理装置的请求将第一子集合数据或者第二子集合数据发送给现场处理装置。As a further solution of the present invention: the sending module can send the first subset of data or the second subset of data to the on-site processing device according to the request of the on-site processing device.
作为本发明再进一步的方案:接收单元,还可以接受现场处理装置传递的未被其识别的异常运行数据,并对异常运行数据进行储存。As a further solution of the present invention: the receiving unit can also receive abnormal operation data not recognized by the on-site processing device, and store the abnormal operation data.
本发明提供如下另一种技术方案:The present invention provides another technical scheme as follows:
1)远程处理装置获取用电采集设备的一段运行数据;1) The remote processing device obtains a section of operating data of the electricity collection equipment;
2)远程处理装置将异常特征数据集合分为第一子集合和第二子集合,所述第一子集合包括比对相同次数频率高的异常特征数据,所述第二子集合包括比对相同次数频率低的异常特征数据;将第一子集合数据发送给现场处理装置;2) The remote processing device divides the abnormal feature data set into a first subset and a second subset, the first subset includes abnormal feature data with a high frequency of comparisons, and the second subset includes the same Abnormal feature data with low frequency; sending the first subset of data to the on-site processing device;
3)现场处理装置提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记;3) The on-site processing device extracts the abnormal operation data, compares the abnormal operation data with the stored first subset, obtains the data of the cause of equipment abnormality, and compares the same abnormal characteristic data in the first subset mark;
4)现场处理装置将标记的异常特征数据传递给远程处理装置;4) The on-site processing device transmits the marked abnormal characteristic data to the remote processing device;
5)远程处理装置根据标记的异常特征数据得到设备异常原因数据,并回至步骤2)对异常特征数据集合进行调整,重复步骤2)-5)对用电采集设备进行运行分析。5) The remote processing device obtains the cause data of equipment abnormality according to the marked abnormal characteristic data, and returns to step 2) to adjust the abnormal characteristic data set, and repeats steps 2)-5) to analyze the operation of the electricity collection equipment.
作为本发明进一步的方案:若现场处理装置在进行异常运行数据与储存的第一子集合比对时,未能够得到设备异常原因数据,则将未得到设备异常原因数据传递给远程处理装置;远程处理装置收到信息后将第二子集合发送给现场处理装置;As a further solution of the present invention: if the on-site processing device fails to obtain the equipment abnormality cause data when comparing the abnormal operation data with the stored first subset, then transmits the unobtained equipment abnormality cause data to the remote processing device; After receiving the information, the processing device sends the second subset to the on-site processing device;
现场处理装置接受远程处理装置的传递的第二子集合,再次进行异常运行数据比对,得出设备异常原因数据,将异常数据发送给远程处理装置;The on-site processing device accepts the second sub-set transmitted by the remote processing device, compares the abnormal operation data again, obtains the abnormal cause data of the equipment, and sends the abnormal data to the remote processing device;
若现场处理装置再次未能得到设备异常原因,将该异常运行数据传递给远程处理装置,远程处理装置收到再次未能得到设备异常原因的信息时,进行信息展示,并进入异常处理流程。If the on-site processing device fails to obtain the cause of the abnormality of the equipment again, it will transmit the abnormal operation data to the remote processing device. When the remote processing device receives the information that the cause of the abnormality of the equipment cannot be obtained again, it will display the information and enter the abnormal processing process.
与现有技术相比,本发明的有益效果是:通过将高频异常特征数据与异常运行数据进行比对,进而能够快速的找出设备存在的问题,同时将数据库和部分处理存储与远程处理装置中,进而避免所有数据均为现场处理,进而加速现场处理数据的节奏;通过将异常特征集合等数据储存与远程处理装置中,减少现场处理装置的负担,提高数据处理效率;远程处理装置处于现场操作环节,而现场操作环境存在不确定性,容易造成数据丢失,通过将数据存于远程处理装置减少数据丢失的风险。Compared with the prior art, the beneficial effect of the present invention is: by comparing the high-frequency abnormal feature data with the abnormal operation data, the problems existing in the equipment can be quickly found out, and at the same time, the database and part of the processing storage and remote processing device, thereby avoiding all data being processed on-site, thereby speeding up the rhythm of on-site data processing; by storing data such as abnormal feature sets in the remote processing device, reducing the burden on the on-site processing device and improving data processing efficiency; the remote processing device is in the On-site operation, and the on-site operation environment is uncertain, which is likely to cause data loss. The risk of data loss can be reduced by storing data in a remote processing device.
附图说明Description of drawings
图1为用电信息采集设备的运行分析系统的结构示意图。FIG. 1 is a schematic structural diagram of an operation analysis system of an electricity consumption information collection device.
图2为用电信息采集设备的运行分析系统中现场处理装置的结构示意图。Fig. 2 is a schematic structural diagram of an on-site processing device in an operation analysis system of an electricity consumption information collection device.
图3为用电信息采集设备的运行分析系统中处理单元的结构示意图。FIG. 3 is a schematic structural diagram of a processing unit in the operation analysis system of the electricity consumption information collection device.
图4为用电信息采集设备的运行分析系统中远程处理装置的结构示意图。Fig. 4 is a schematic structural diagram of the remote processing device in the operation analysis system of the electricity consumption information collection equipment.
图5为用电信息采集设备的运行分析系统中分类单元的结构示意图。Fig. 5 is a schematic structural diagram of the classification unit in the operation analysis system of the electricity consumption information collection device.
图6为用电信息采集设备的运行分析方法的工作流程图。Fig. 6 is a working flow chart of the operation analysis method of the electricity consumption information collection device.
图中:现场处理装置-1、远程处理装置-2、数据采集单元-11、沟通单元-12、处理单元-13、接收单元-21、归类单元-22、分类单元-23、异常识别模块-131、比对模块-132、标记模块-133、-34、分类模块-231、发送模块-232。In the figure: on-site processing device-1, remote processing device-2, data acquisition unit-11, communication unit-12, processing unit-13, receiving unit-21, classification unit-22, classification unit-23, abnormal identification module -131, comparison module-132, marking module-133, -34, classification module-231, sending module-232.
具体实施方式Detailed ways
实施例1Example 1
请参阅图1,本发明实施例1中,为本发明实施例提供的一种用电信息采集设备的运行分析系统的结构图,包括:现场处理装置1和远程处理装置2,所述现场处理装置1和远程处理装置2通信连接;Please refer to Fig. 1, in Embodiment 1 of the present invention, it is a structural diagram of an operation analysis system of an electricity consumption information collection device provided by the embodiment of the present invention, including: an on-site processing device 1 and a remote processing device 2, the on-site processing The device 1 is communicatively connected with the remote processing device 2;
现场处理装置1,用于获取用电采集设备的一段运行数据,提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给远程处理装置2;The on-site processing device 1 is used to obtain a section of operation data of the electricity collection equipment, extract the abnormal operation data, compare the abnormal operation data with the stored first subset, obtain the data of the cause of the equipment abnormality, and analyze the first Marking the same abnormal characteristic data in the sub-collection, and transferring the marked abnormal characteristic data to the remote processing device 2;
异常特征数据集合为异常数据特征的一个集合,其每个异常特征数据与一个问题原因相对应。The abnormal feature data set is a set of abnormal data features, and each abnormal feature data corresponds to a problem cause.
远程处理装置2,接收设备异常原因数据和标记的异常特征数据,对异常特征数据的标记次数进行统计,根据标记次数对异常特征数据进行排列,对异常特征数据集合进行调整;The remote processing device 2 receives the device abnormality cause data and marked abnormal characteristic data, counts the marking times of the abnormal characteristic data, arranges the abnormal characteristic data according to the marking times, and adjusts the abnormal characteristic data set;
将异常特征数据集合分为第一子集合和第二子集合,所述第一子集合包括比对相同次数频率高的异常特征数据,所述第二子集合包括比对相同次数频率低的异常特征数据;将第一子集合数据发送给现场处理装置1;Dividing the set of abnormal feature data into a first subset and a second subset, the first subset includes abnormal feature data with a high frequency of the same number of comparisons, and the second subset includes abnormalities with a low frequency of the same number of comparisons Feature data; sending the first subset of data to the on-site processing device 1;
异常特征数据集合可以提前录入,根据异常特征数据被标记的次数进行调整。The abnormal feature data set can be entered in advance and adjusted according to the number of times the abnormal feature data is marked.
具体的,本发明通过将高频异常特征数据与异常运行数据进行比对,进而能够快速的找出设备存在的问题,同时将数据库和部分处理存储与远程处理装置2中,进而避免所有数据均为现场处理,进而加速现场处理数据的节奏;通过将异常特征集合等数据储存与远程处理装置2中,减少现场处理装置1的负担,提高数据处理效率;远程处理装置2处于现场操作环节,而现场操作环境存在不确定性,容易造成数据丢失,通过将数据存于远程处理装置2减少数据丢失的风险。Specifically, the present invention can quickly find out the problems existing in the equipment by comparing the high-frequency abnormal feature data with the abnormal operation data, and at the same time store the database and part of the processing in the remote processing device 2, thereby avoiding all data For on-site processing, and then speed up the rhythm of on-site data processing; by storing data such as abnormal feature sets in the remote processing device 2, the burden on the on-site processing device 1 is reduced, and the data processing efficiency is improved; the remote processing device 2 is in the on-site operation link, and There are uncertainties in the on-site operating environment, which may easily cause data loss, and the risk of data loss can be reduced by storing the data in the remote processing device 2 .
如图2所示,作为本发明的一种优选实施例,所述现场处理装置1包括数据采集单元11、沟通单元12和处理单元13;As shown in Figure 2, as a preferred embodiment of the present invention, the on-site processing device 1 includes a data acquisition unit 11, a communication unit 12 and a processing unit 13;
数据采集单元11,用于获取用电采集设备的一段运行数据;A data acquisition unit 11, configured to acquire a section of operating data of the power consumption acquisition device;
沟通单元12,用于接收远程处理装置2发送的第一子集合数据;A communication unit 12, configured to receive the first subset of data sent by the remote processing device 2;
处理单元13,根据电采集设备的一段运行数据,提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给2。The processing unit 13 extracts the abnormal operation data according to a piece of operation data of the electrical acquisition equipment, compares the abnormal operation data with the stored first subset, obtains the cause data of the equipment abnormality, and analyzes the abnormal operation data in the first subset. Compare and mark the same abnormal feature data, and pass the marked abnormal feature data to 2.
如图3所示,所述处理单元13包括异常识别模块131和比对模块132,As shown in Figure 3, the processing unit 13 includes an abnormality identification module 131 and a comparison module 132,
异常识别模块131,根据用电采集设备的一段运行数据,提取出异常运行数据;The abnormality identification module 131 extracts the abnormal operation data according to a section of operation data of the electricity collection equipment;
比对模块132,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据;The comparison module 132 compares the abnormal operation data with the stored first subset, and obtains the equipment abnormal cause data;
标记模块133,对第一子集合中被比对相同的异常特征数据进行标记,将标记的异常特征数据传递给2。The marking module 133 marks the compared abnormal characteristic data in the first subset, and transfers the marked abnormal characteristic data to 2 .
比对模块132,若异常运行数据与储存的第一子集合的进行比对时,未能够得到设备异常原因数据,则将未得到设备异常原因数据传递给远程处理装置2;The comparison module 132, if the abnormal operation data is compared with the stored first subset, and the equipment abnormal cause data cannot be obtained, then the unobtained equipment abnormal cause data is transmitted to the remote processing device 2;
然后接受远程处理装置2的传递的第二子集合,再次进行异常运行数据比对,得出设备异常原因数据,将异常数据发送给远程处理装置2;Then accept the second subset delivered by the remote processing device 2, compare the abnormal operation data again, obtain the abnormal cause data of the equipment, and send the abnormal data to the remote processing device 2;
通过该设置当遇到常规问题时能够通过第一子集合能够快速的分辨出来,若第一子集合不能够识别出设备问题,然后通过第二子集合来解决,该设置既保证了常规问题能够快速的被解决,又保证了所有问题都能够被发现,全面且快速的解决了问题。Through this setting, when encountering routine problems, it can be quickly identified through the first subset. If the first subset cannot identify equipment problems, then use the second subset to solve them. This setting ensures that routine problems can be solved quickly. It is solved quickly, and it ensures that all problems can be found, and the problems are solved comprehensively and quickly.
若再次未能得到设备异常原因,将该异常运行数据传递给远程处理装置2。如此进而能够对新发现的问题能够留存,便于后续分析。If the cause of the abnormality of the equipment cannot be obtained again, the abnormal operation data is transmitted to the remote processing device 2 . In this way, newly discovered problems can be retained for subsequent analysis.
如图4所示,作为本发明的一种优选实施例,远程处理装置2,包括接收单元21、归类单元22和分类单元23;As shown in Figure 4, as a preferred embodiment of the present invention, the remote processing device 2 includes a receiving unit 21, a classification unit 22 and a classification unit 23;
接收单元21,接收设备异常原因数据和标记的异常特征数据;Receiving unit 21, receiving device abnormality cause data and marked abnormal characteristic data;
归类单元22,对异常特征数据的标记次数进行统计,根据标记次数对异常特征数据进行排列,对异常特征数据集合进行调整;The categorization unit 22 counts the marking times of the abnormal characteristic data, arranges the abnormal characteristic data according to the marking times, and adjusts the abnormal characteristic data set;
分类单元23,将异常特征数据集合分为第一子集合和第二子集合,所述第一子集合包括比对相同次数频率高的异常特征数据,所述第二子集合包括比对相同次数频率低的异常特征数据;将第一子集合数据发送给现场处理装置1。The classification unit 23 divides the abnormal feature data set into a first subset and a second subset, the first subset includes abnormal feature data with a high frequency of comparisons of the same number of times, and the second subset includes data of the same number of comparisons Abnormal feature data with low frequency; send the first subset of data to the on-site processing device 1 .
如图5所示,作为本发明的一种优选实施例,所述分类单元23包括分类模块231和发送模块232;As shown in Figure 5, as a preferred embodiment of the present invention, the classification unit 23 includes a classification module 231 and a sending module 232;
所述分类模块231,将异常特征数据集合分为第一子集合和第二子集合,实时的根据反馈的信号将异常特征数据集合进行调整,如此能够及时对第一子集合和第二子集合进行调整,如此进而保证了能够以最新的异常特征数据与用电采集设备中的异常数据进行比对,进而能够快速的找到问题。The classification module 231 divides the abnormal feature data set into a first subset and a second subset, and adjusts the abnormal feature data set according to the feedback signal in real time, so that the first subset and the second subset can be timely Make adjustments, so as to ensure that the latest abnormal characteristic data can be compared with the abnormal data in the electricity collection equipment, and then the problem can be quickly found.
发送模块232,将第一子集合数据发送给现场处理装置1。The sending module 232 sends the first subset of data to the on-site processing device 1 .
发送模块232,能够根据现场处理装置1的请求将第一子集合数据或者第二子集合数据发送给现场处理装置1。如此进而能够满足现场处理装置1对于数据的要求。The sending module 232 can send the first subset of data or the second subset of data to the on-site processing device 1 according to the request of the on-site processing device 1 . In this way, the data requirements of the on-site processing device 1 can be met.
接收单元21,还可以接受现场处理装置1传递的未被其识别的异常运行数据,并对异常运行数据经常储存。如此能够对异常运行数据进行储存,便于后续对其进行分析,使得每个问题都能够被处理。The receiving unit 21 can also accept the abnormal operation data not recognized by the on-site processing device 1, and store the abnormal operation data frequently. In this way, abnormal operation data can be stored for subsequent analysis, so that each problem can be dealt with.
实施例2Example 2
如图4所示,本发明实施例还提供的一种用电信息采集设备的运行分析方法,包括以下步骤:As shown in Figure 4, an embodiment of the present invention also provides a method for analyzing the operation of an electricity consumption information collection device, including the following steps:
S101,获取用电采集设备的一段运行数据;S101. Obtain a segment of operating data of the power collection device;
S102,将异常特征数据集合分为第一子集合和第二子集合,所述第一子集合包括比对相同次数频率高的异常特征数据,所述第二子集合包括比对相同次数频率低的异常特征数据;将第一子集合数据发送给现场处理装置1;S102. Divide the set of abnormal feature data into a first subset and a second subset, the first subset includes abnormal feature data with a high frequency of comparisons, and the second subset includes data with a low frequency of comparisons abnormal feature data; sending the first subset of data to the on-site processing device 1;
S103,提取出异常运行数据,将异常运行数据与储存的第一子集合的进行比对,得出设备异常原因数据,并对第一子集合中被比对相同的异常特征数据进行标记;S103, extract the abnormal operation data, compare the abnormal operation data with the stored first subset, obtain the equipment abnormality cause data, and mark the compared abnormal characteristic data in the first subset;
S104,将标记的异常特征数据传递给远程处理装置2;S104, delivering the marked abnormal feature data to the remote processing device 2;
S105,根据标记的异常特征数据得出设备异常原因数据和对异常特征数据集合进行调整。S105. Obtain device abnormality cause data and adjust the abnormality characteristic data set according to the marked abnormality characteristic data.
其根据异常特征数据被标记次数,对异常特征数据集合中的异常特征数据数据进行重新排列,保证使得数据能够及时更新。It rearranges the abnormal characteristic data in the abnormal characteristic data set according to the number of times the abnormal characteristic data is marked, so as to ensure that the data can be updated in time.
S103步骤中,若异常运行数据与储存的第一子集合的进行比对时,未能够得到设备异常原因数据,则将未得到设备异常原因数据传递给远程处理装置2;In step S103, if the abnormal operation data is compared with the stored first subset, and the equipment abnormal cause data cannot be obtained, then the unobtained equipment abnormal cause data is transmitted to the remote processing device 2;
然后接受远程处理装置2的传递的第二子集合,再次进行异常运行数据比对,得出设备异常原因数据,将异常数据发送给远程处理装置2;Then accept the second subset delivered by the remote processing device 2, compare the abnormal operation data again, obtain the abnormal cause data of the equipment, and send the abnormal data to the remote processing device 2;
若再次未能得到设备异常原因,将该异常运行数据传递给远程处理装置2。If the cause of the abnormality of the equipment cannot be obtained again, the abnormal operation data is transmitted to the remote processing device 2 .
通过该设置当遇到常规问题时能够通过第一子集合能够快速的分辨出来,若第一子集合不能够识别出设备问题,然后通过第二子集合来解决,该设置既保证了常规问题能够快速的被解决,又保证了所有问题都能够被发现,全面且快速的解决了问题。Through this setting, when encountering routine problems, it can be quickly identified through the first subset. If the first subset cannot identify equipment problems, then use the second subset to solve them. This setting ensures that routine problems can be solved quickly. It is solved quickly, and it ensures that all problems can be found, and the problems are solved comprehensively and quickly.
本发明的工作原理是:通过将高频异常特征数据与异常运行数据进行比对,进而能够快速的找出设备存在的问题,同时将数据库和部分处理存储与远程处理装置2中,进而避免所有数据均为现场处理,进而加速现场处理数据的节奏;通过将异常特征集合等数据储存与远程处理装置2中,减少现场处理装置1的负担,提高数据处理效率;远程处理装置2处于现场操作环节,而现场操作环境存在不确定性,容易造成数据丢失,通过将数据存于远程处理装置2减少数据丢失的风险。The working principle of the present invention is: by comparing the high-frequency abnormal characteristic data with the abnormal operation data, the problems existing in the equipment can be quickly found out, and at the same time, the database and part of the processing are stored in the remote processing device 2, thereby avoiding all The data are all processed on-site, thereby speeding up the rhythm of on-site data processing; by storing data such as abnormal feature sets in the remote processing device 2, the burden on the on-site processing device 1 is reduced, and the data processing efficiency is improved; the remote processing device 2 is in the on-site operation link , and there is uncertainty in the on-site operating environment, which is likely to cause data loss, and the risk of data loss is reduced by storing the data in the remote processing device 2 .
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