CN110321362A - Data processing method and device and electronic equipment - Google Patents

Data processing method and device and electronic equipment Download PDF

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Publication number
CN110321362A
CN110321362A CN201910604332.3A CN201910604332A CN110321362A CN 110321362 A CN110321362 A CN 110321362A CN 201910604332 A CN201910604332 A CN 201910604332A CN 110321362 A CN110321362 A CN 110321362A
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data
alarm
alert
warning message
data format
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陈锦忠
严国聪
翁焕然
李志达
曾鸿辉
童玉龙
杜义贤
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Guangdong Lyric Robot Automation Co Ltd
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Guangdong Lyric Robot Automation Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/258Data format conversion from or to a database
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395Quality analysis or management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/04Manufacturing
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

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  • Alarm Systems (AREA)

Abstract

The application relates to a data processing method and device and electronic equipment. The data processing method comprises the steps of obtaining alarm information of the mechanical equipment according to a preset time interval, obtaining alarm data with a plurality of data formats as a first data format according to each piece of alarm information, and creating an alarm record, wherein the alarm record comprises a plurality of pieces of alarm data and corresponding relations between the plurality of pieces of alarm data and a plurality of pieces of acquisition time. Therefore, the alarm data of any target time can be inquired according to the created alarm records, so that reliable basis is provided for the performance research of the mechanical equipment, and whether the performance of the mechanical equipment has potential problems or not is determined.

Description

Data processing method, device and electronic equipment
Technical field
This application involves product quality management control technical fields, in particular to a kind of data processing method, device and electricity Sub- equipment.
Background technique
Production line is a kind of multi-item production organizational form using the part group of certain type as object tissue, it possess for Multiple mechanical equipments necessary to the processing tasks of these types of same kind of parts are completed, these mechanical equipments are by most on production line The process route and process amount of labour ratio of part or major part is arranged and is configured.Therefore, it is directed to a certain product, It is needed by multiple mechanical equipments on production line from starting to be worked into process to be dispatched from the factory, and process flow is relative complex, because This, the working performance of each mechanical equipment and the quality good or not of product are closely bound up on production line.Based on this, how to production The performance of mechanical equipment is monitored on line, to improve the yields of product, is become current quality control technical field and is urgently solved Technical problem certainly.
Summary of the invention
The purpose of the embodiment of the present application is, provides a kind of data processing method, device and electronic equipment, is passed through with realizing According to the alarm logging of creation, the alert data of arbitrary target time is inquired, providing for the performance study for mechanical equipment can By foundation, to determine that the performance of mechanical equipment whether there is the purpose of potential problem.
In a first aspect, the embodiment of the present application provides a kind of data processing method, comprising:
It is spaced at preset timed intervals, obtains the warning message of mechanical equipment;
According to warning message described in every, the alert data that a plurality of data format is the first data format is obtained, described the One data format is the data format that can be characterized alarm and whether occur;
Create alarm logging, the alarm logging include a plurality of alert data and a plurality of alert data with The corresponding relationship of multiple acquisition times.
Data processing method provided by the embodiments of the present application can be spaced at preset timed intervals, obtain the alarm of mechanical equipment Information, and according to every warning message, obtain the alert data that a plurality of data format is the first data format, creation alarm note Record, alarm logging includes the corresponding relationship of a plurality of alert data and a plurality of alert data and multiple acquisition times.In this way, just The alert data of arbitrary target time can be inquired, for grinding for the performance of mechanical equipment by the alarm logging according to creation Offer reliable basis is studied carefully, to determine the performance of mechanical equipment with the presence or absence of potential problem.
With reference to first aspect, described the embodiment of the present application also provides the first optional embodiment of first aspect It is spaced at preset timed intervals, obtains the warning message of mechanical equipment, comprising:
It is spaced at preset timed intervals, data space scanning is carried out to the controller connecting with the mechanical equipment, obtains data Scanning result;
When the data scanning result indicates that the controller acquisition has the warning message of mechanical equipment, the report is obtained Alert information.
Data processing method provided by the embodiments of the present application, additionally it is possible to be spaced, be connect to mechanical equipment at preset timed intervals Controller carry out data space scanning, obtain data scanning as a result, when data scanning result instruction controller acquisition have machinery When the warning message of equipment, warning message is obtained.In this way, just can guarantee timeliness and controllability that warning message obtains.
With reference to first aspect, described the embodiment of the present application also provides second of optional embodiment of first aspect According to warning message described in every, the alert data that a plurality of data format is the first data format is obtained, comprising:
For warning message described in every, judge whether the data format of the warning message is the second data format, institute Stating the second data format is the specified data format for converting first data format;
If the data format of the warning message is second data format, convert the warning message to a plurality of The alert data;
If non-second data format of the data format of the warning message, by the data format of the warning message It is converted into the second data format, to form average information;
The a plurality of alert data is converted by the average information.
Data processing method provided by the embodiments of the present application, additionally it is possible to be directed to every warning message, judge warning message Whether data format is the second data format, if the data format of warning message is the second data format, warning message is turned A plurality of alert data is turned to, if non-second data format of the data format of warning message, the data format of warning message is turned The second data format is turned to, to form average information, and converts a plurality of alert data for average information.In this way, even if obtaining The non-agreement of warning message the second data format, can also be translated into a plurality of alert data, thus improve the application reality The application range of the data processing method of example offer is provided.
With reference to first aspect, described the embodiment of the present application also provides the third optional embodiment of first aspect Create alarm logging, comprising:
Obtain the acquisition time of every alert data;
By the sequencing of acquisition time, alert data described in every is recorded, obtains the alarm logging.
The data processing method provided in the embodiment of the present application, additionally it is possible to the acquisition time of every alert data is obtained, and By the sequencing of acquisition time, every alert data is recorded, obtains alarm logging.In this way, any needing to inquire It, just can be using intuitive acquisition time as inquiry foundation, to enhance looking into for alert data when the alert data of object time Ask efficiency.
The third optional embodiment with reference to first aspect, the embodiment of the present application also provides the 4th of first aspect the The optional embodiment of kind records alert data described in every by the sequencing of acquisition time, obtains the alarm Record, comprising:
Determine the type of alarm of every alert data;
By the sequencing of acquisition time, a plurality of alert data identical to type of alarm is recorded, and is reported Alert subrecord;
The a plurality of alarm subrecord is integrated, the alarm logging is obtained.
Data processing method provided by the embodiments of the present application, additionally it is possible to determine the type of alarm of every alert data, and press The sequencing of acquisition time, a plurality of alert data identical to type of alarm record, and obtain alarm subrecord and right A plurality of alarm subrecord is integrated, and alarm logging is obtained.In this way, just can be realized inquiry certain type of rapidly and efficiently The alert data of meaning object time.
The 4th kind of optional embodiment with reference to first aspect, the embodiment of the present application also provides the 5th of first aspect the Kind optional embodiment, the sequencing by acquisition time, a plurality of alert data identical to type of alarm into Row record obtains alarm subrecord, comprising:
Judge in the identical a plurality of alert data of type of alarm, if it is adjacent that there are acquisition times, and numerical value identical two Alert data;
If it is adjacent that there are acquisition times in the identical a plurality of alert data of type of alarm, and identical two alarms of numerical value Data, then by the posterior alert data of acquisition time, the alert data first to acquisition time is covered, and obtains remainder According to;
By the sequencing of acquisition time, a plurality of remaining data identical to type of alarm is recorded, and is reported Alert subrecord.
Data processing method provided by the embodiments of the present application, additionally it is possible to judge the identical a plurality of alert data of type of alarm In, if it is adjacent that there are acquisition times, and identical two alert datas of numerical value, if the identical a plurality of alert data of type of alarm In, it is adjacent that there are acquisition times, and identical two alert datas of numerical value, then right by the posterior alert data of acquisition time The first alert data of acquisition time is covered, and remaining data is obtained, and, by the sequencing of acquisition time, to alarm The identical a plurality of remaining data of type is recorded, and alarm subrecord is obtained.In this way, just can be realized reduction system memory resource The purpose of occupancy.
With reference to first aspect, described the embodiment of the present application also provides the 6th kind of optional embodiment of first aspect After creating alarm logging, the method also includes:
Receive alarm inquiry instruction;
Obtain query time corresponding with the alarm inquiry instruction;
According to the corresponding relationship of a plurality of alert data and multiple acquisition times, found out from the alarm logging with The corresponding alert data of the query time.
Data processing method provided by the embodiments of the present application, additionally it is possible to receive alarm inquiry instruction, obtain and inquired with alarm Corresponding query time is instructed, and according to the corresponding relationship of a plurality of alert data and multiple acquisition times, is looked into from alarm logging Find out alert data corresponding with query time.In this way, when receiving alarm inquiry instruction, it just can be according to the alarm of creation Record inquires the alert data of query time corresponding with alarm inquiry instruction, and being provided with the performance study for mechanical equipment can By foundation, so that there are when potential problem, take to eliminate with targetedly measure in time in the performance for determining mechanical equipment It is influenced, so that production process maintains the slave mode only influenced by random factor, is finally reached control product quality Purpose, to improve the yields of product.
Second aspect, the embodiment of the present application also provides a kind of data processing equipments, comprising:
Warning message obtains module and obtains the warning message of mechanical equipment for being spaced at preset timed intervals;
Alert data obtains module, for according to warning message described in every, obtaining a plurality of data format to be the first data The alert data of format, first data format are the data format that can be characterized alarm and whether occur;
Alarm logging creation module, for creating alarm logging, the alarm logging includes a plurality of alert data, with And the corresponding relationship of a plurality of alert data and multiple acquisition times.
The third aspect, the embodiment of the present application also provides a kind of electronic equipment, including processor and memory, the storages It is stored with computer program on device, the processor is above-mentioned in a first aspect, or the to realize for executing the computer program Data processing method provided by the optional embodiment of any one of one side.
Fourth aspect, it is described computer-readable to deposit the embodiment of the present application also provides a kind of computer readable storage medium Computer program is stored on storage media, the computer program is performed, it can be achieved that above-mentioned in a first aspect, or first aspect Any one optional embodiment provided by data processing method.
Detailed description of the invention
Technical solution in ord to more clearly illustrate embodiments of the present application will make below to required in the embodiment of the present application Attached drawing is briefly described, it should be understood that the following drawings illustrates only some embodiments of the application, therefore should not be seen Work is the restriction to range, for those of ordinary skill in the art, without creative efforts, can be with Other relevant attached drawings are obtained according to these attached drawings.
Fig. 1 is the schematic block diagram of a kind of electronic equipment provided by the embodiments of the present application.
Fig. 2 is a kind of schematic block diagram of production line provided by the embodiments of the present application.
Fig. 3 is a kind of flow chart of data processing method provided by the embodiments of the present application.
Fig. 4 is another part flow chart of data processing method provided by the embodiments of the present application.
Fig. 5 is a kind of schematic block diagram of data processing equipment provided by the embodiments of the present application.
Fig. 6 is another part schematic block diagram of data processing equipment provided by the embodiments of the present application.
Appended drawing reference: 10- target production line;100- electronic equipment;110- processor;120- memory;130- display; 200- mechanical equipment;300- controller;400- data processing equipment;410- warning message obtains module;420- alert data obtains Modulus block;430- alarm logging creation module;440- command reception module;450- query time obtains module;460- alarm number According to enquiry module.
Specific embodiment
To keep the purposes, technical schemes and advantages of the embodiment of the present application clearer, below in conjunction with the embodiment of the present application In attached drawing, technical solutions in the embodiments of the present application is described.
It should also be noted that similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi It is defined in a attached drawing, does not then need that it is further defined and explained in subsequent attached drawing.
Referring to Fig. 1, being the electronic equipment 100 of a kind of application data processing method and device provided by the embodiments of the present application Schematic block diagram, which is applied to target production line 10, as shown in Fig. 2, target production line 10 can be with Including mechanical equipment 200 and controller 300.Wherein, mechanical equipment 200 can be set multiple, controller 300 then can be set to One few, when controller 300 is arranged one, controller 300 is connect with multiple mechanical equipments 200 and electronic equipment 100 respectively, When controller 300 is arranged multiple, each controller 300 can be at least one mechanical equipment 200 and electronic equipment 100 Connection.
In the embodiment of the present application, mechanical equipment 200 can be determined according to the concrete type of production line, for example, when target is raw Producing line 100 be production line for manufacturing battery when, mechanical equipment 200 may include pole piece making apparatus, battery core making apparatus, welding equipment, Packaging facilities and detection device etc., when target production line 100 is steel sheet production line, mechanical equipment 200 may include that steel-making is set Standby, steel rolling equipment, coker, continuous casting installation for casting and agglomerating plant etc., the embodiment of the present application is not specifically limited this.
Controller 300 can be programmable logic controller (PLC) (Programmable Logic Controller, PLC).
In addition, electronic equipment 100 may be, but not limited to, smart phone, tablet computer, individual in the embodiment of the present application Digital assistants (Personal Digital Assistant, PAD), mobile internet surfing equipment (Mobile Internet Device, It MID), can also be industrial personal computer (Industrial Personal Computer, IPC), server etc..In structure, electronics Equipment 100 includes processor 110 and memory 120.
Processor 110 is directly or indirectly electrically connected with memory 120, to realize the transmission or interaction of data, for example, These elements can be realized by one or more communication bus or signal wire be electrically connected between each other.Data processing equipment 400 Including at least one electronic equipment can be stored in memory 120 or is solidificated in the form of software or firmware (Firmware) Software module in 100 operating system (Operating System, OS).Processor 110 is deposited in memory 120 for executing The executable module of storage, for example, software function module included by data processing equipment 400 and computer program etc., to realize Data processing method.Processor 110 can execute computer program after receiving and executing instruction.
Wherein, processor 110 can be a kind of IC chip, have signal handling capacity.Processor 110 can also be with It is general processor, for example, it may be digital signal processor (Digital Signal Processor, DSP), dedicated integrated Circuit (Application Specific Integrated Circuit, ASIC), discrete gate or transistor logic divide Vertical hardware component, may be implemented or execute disclosed each method, step and the logic diagram in the embodiment of the present application.In addition, General processor can be microprocessor or any conventional processors etc..
Memory 120 may be, but not limited to, random access memory (Random Access Memory, RAM), only Read memory (Read Only Memory, ROM), programmable read only memory (Programmable Read-Only Memory, PROM), erasable programmable read only memory (Erasable Programmable Read-Only Memory, ) and electrically erasable programming read-only memory (Electric Erasable Programmable Read-Only EPROM Memory, EEPROM).For memory 120 for storing program, processor 110 executes the program after receiving and executing instruction.
In the embodiment of the present application, electronic equipment 100 can also include display 130 for showing text information, chart letter Breath, video information etc., for example, the alarm logging etc. obtained by data processing method provided by the embodiments of the present application.In addition, working as When display 130 is induction type touch screen, it can be also used for providing the interactive interface between user and electronic equipment 100.
It should be appreciated that structure shown in FIG. 1 is only to illustrate, electronic equipment 100 provided by the embodiments of the present application can also have There is component more less or more than Fig. 1, or with the configuration different from shown in Fig. 1.In addition, each component shown in FIG. 1 can be with It is realized by software, hardware or combinations thereof.
Referring to Fig. 3, Fig. 3 is the flow diagram of data processing method provided by the embodiments of the present application, this method application In electronic equipment 100 shown in FIG. 1.It should be noted that data processing method provided by the embodiments of the present application not with Fig. 3 and with It is sequentially limitation shown in lower, is described below in conjunction with detailed process and step of the Fig. 3 to data processing method.
Step S100, is spaced at preset timed intervals, obtains the warning message of mechanical equipment.
In the embodiment of the present application, prefixed time interval can be set according to actual needs, for example, can be set to 1s, It can be set to 5s, may be arranged as 10s, the embodiment of the present application is not specifically limited this.In addition, the embodiment of the present application In, the movement for obtaining warning message can be what electronic equipment actively issued, it is also possible to passively to obtain, and mechanical equipment Warning message can be for characterizing motor working order, temperature alarming situation, humidity alarm situation, contaminant particle density report The integration information of alert condition etc. can specifically be determined according to the concrete type of mechanical equipment.
Based on above description, in the embodiment of the present application, for step S100, as the first optional embodiment, It may include two sub-steps of step S110 and step S120.
Step S110, is spaced at preset timed intervals, carries out data space scanning to the controller connecting with the mechanical equipment, Obtain data scanning result.
In the embodiment of the present application, mechanical equipment can be spaced generation for characterizing motor working order, temperature at preset timed intervals The integration information of alarm condition, humidity alarm situation, contaminant particle density alarm condition etc. is spent, as warning message, concurrently The controller as its connection is sent, it is empty that controller is stored in corresponding data after getting warning message, by warning message Between.And in the embodiment of the present application, warning message can be the initial data for characterizing various alarm conditions, be also possible to machinery Equipment carries out the processed data after alarm threshold value judgement to the initial data for characterizing various alarm conditions.
Illustratively, when warning message be for characterize motor working order, temperature alarming situation, humidity alarm situation, When the integration information of contaminant particle density alarm condition, can be initial data, for example, " normal operation ", " 50 DEG C ", " 45%RH ", " 500 μ g/m3", it may also be said to it is to be processed data, and its data format can be hexadecimal, or Binary system.For example, when motor working order is normal operation, temperature threshold is 45 DEG C, humidity threshold 40%RH, pollutant Granule density is 450 μ g/m3When, processed data can be " E ", or " 1110 ", it is clear that in the embodiment of the present application, be Alarm is characterized as " 1 ", alarm is not characterized as " 0 ", it is of course also possible to be reversed, the embodiment of the present application pair This is not specifically limited.Based on this, it is to be understood that when warning message is initial data, to the original of various alarm conditions Beginning data carry out the movement of alarm threshold value judgement, can be executed by controller, and when warning message is to be processed data, to each The initial data of kind alarm condition carries out the movement of alarm threshold value judgement, then is executed by mechanical equipment, is passed to improve data Defeated efficiency, in the embodiment of the present application, preferably warning message is to be processed data.
In addition, it should be noted that, when controller is connect with multiple mechanical equipments respectively, being in the embodiment of the present application Guarantee the timeliness that warning message obtains, multiple data spaces, each mechanical equipment point can also be divided in the controller in advance At least one data space in controller is not corresponded to, and controller then will when getting the alert data of mechanical equipment transmission Alert data is stored in data space corresponding with the mechanical equipment.
It based on above-mentioned setting, can be spaced at preset timed intervals, it is empty to carry out data for the controller of mechanical equipment connection Between scan, obtain scanning result, which is used to indicate the warning message whether controller has obtained mechanical equipment.
Step S120, when the data scanning result indicates that the controller acquisition has the warning message of mechanical equipment, Obtain the warning message.
It should be noted that controller is after being sent to electronic equipment for warning message in the embodiment of the present application, it will The warning message sent out is deleted, to discharge data space, to be further ensured that the timeliness that warning message obtains.
It is also possible to mechanical equipment as second of optional embodiment for step S100 and is spaced at preset timed intervals Warning message is sent to controller, so that the warning message that controller will acquire is forwarded to electronic equipment, and the number of warning message , can be identical as mode disclosed in the first above-mentioned optional embodiment according to type and data format, the embodiment of the present application This is repeated no more.
Step S200 obtains the alarm number that a plurality of data format is the first data format according to warning message described in every According to first data format is the data format that can be characterized alarm and whether occur.
In the embodiment of the present application, the first data format can be the corresponding data format of boolean's array, that is, " TRUE " and " FALSE ", wherein TRUE indicates alarm, and FALSE indicates that alarm does not occur, and each place value in boolean's array indicates one Alert data.
Further, since data type and the data format presence of warning message are uncertain, and in the embodiment of the present application, step S200 may include step S210, tetra- sub-steps of step S220, step S230 and step S240.
Step S210 judges whether the data format of the warning message is the second number for warning message described in every According to format, second data format is the specified data format for converting first data format.The embodiment of the present application In, the second data format is binary system.
Step S220, if the data format of the warning message is second data format, by the warning message It is converted into a plurality of alert data.
Illustratively, when warning message be for characterize motor working order, temperature alarming situation, humidity alarm situation, The integration information of contaminant particle density alarm condition, and when warning message is " 1110 ", convert warning message to [FALSE, TRUE, TRUE, TRUE], totally four alert datas, do not occur, temperature alarming hair for characterizing motor operating abnormal alarm Raw, humidity alarm occurs, the alarm of contaminant particle density occurs.
Step S230, if non-second data format of the data format of the warning message, by the warning message Data format be converted into the second data format, to form average information.
The average information is converted a plurality of alert data by step S240.
Illustratively, when warning message be for characterize motor working order, temperature alarming situation, humidity alarm situation, The integration information of contaminant particle density alarm condition, and it is hexadecimal processed data that warning message, which is data format, For example, the second data format is converted by the data format of warning message, that is, being converted into " 1110 " when warning message is " E " The average information of data format, then convert [FALSE, TRUE, TRUE, TRUE] for average information, totally four alarm numbers According to for characterizing, motor operating abnormal alarm does not occur, temperature alarming occurs, humidity alarm occurs, contaminant particle density report It is alert to occur.
Step S300 creates alarm logging, and the alarm logging includes a plurality of alert data and a plurality of report The corresponding relationship of alert data and multiple acquisition times.
In the embodiment of the present application, alarm logging be can store in presetting database, and be periodically generated data form, be carried out Display.In addition, for the readability of enhancing alert data, in the embodiment of the present application, step S300 can also include step S310 and Step S320.
Step S310 obtains the acquisition time of every alert data.
In the embodiment of the present application, the acquisition time of every alert data can be the time that electronic equipment receives alert data Point is also possible to the generation time of corresponding warning message, can be carried on the alarm when mechanical equipment generates warning message Information, and it is sent to controller, so that controller forwards it to electronic equipment.For the accuracy for improving acquisition time, this Shen Please be in embodiment, the acquisition time of every alert data is the generation time of corresponding warning message.
Step S320 records alert data described in every by the sequencing of acquisition time, obtains the alarm Record.
For the readability for enhancing alert data, in the embodiment of the present application, step S320 can also include step S321, step Tri- sub-steps of S322 and step S323.
Step S321 determines the type of alarm of every alert data.
In the embodiment of the present application, the corresponding relationship of type of alarm and data bit value can be stored in advance, for example, alert data Including four for characterizing motor working order, temperature alarming situation, humidity alarm situation, contaminant particle density alarm condition When alert data, agreement boolean's array includes four values, and first value is corresponding with motor working order, and second is worth and warm It is corresponding to spend alarm condition, third value is corresponding with humidity alarm situation, the 4th value and contaminant particle density alarm condition pair It answers, in this way, just can determine the type of alarm of every alert data according to the corresponding relationship prestored.
Step S322, by the sequencing of acquisition time, a plurality of alert data identical to type of alarm is remembered Record obtains alarm subrecord.
In the embodiment of the present application, for step S322, as the first optional embodiment, when can directly press acquisition Between sequencing, a plurality of alert data identical to type of alarm all records, and obtains alarm subrecord.
In addition, for the waste for avoiding data space, it is optional as second for step S322 in the embodiment of the present application Embodiment, can also include step S3221, step S3222 and tri- sub-steps of step S3223.
Step S3221 judges in the identical a plurality of alert data of type of alarm, if it is adjacent that there are acquisition times, and number It is worth identical two alert datas.
Step S3222, if it is adjacent that there are acquisition times, and numerical value is identical in the identical a plurality of alert data of type of alarm Two alert datas, then by the posterior alert data of acquisition time, the alert data first to acquisition time is covered, Obtain remaining data.
It should be noted that when that there are acquisition times is adjacent, and when numerical value identical two or more alert datas, then pass through The last alert data of acquisition time, all alert datas first to acquisition time cover, and obtain remaining data.
Step S3223, by the sequencing of acquisition time, a plurality of remaining data identical to type of alarm is remembered Record obtains alarm subrecord.
Illustratively, for type of alarm is the alert data of motor working order, it is assumed that its numerical value is at first Between to put be FALSE, the second time point was TRUE, and third time point is TRUE, and the 4th time point was FALSE, the 5th time point For FALSE, the 6th time point was FALSE, it is determined that when the alert data of the second time point and the acquisition of third time point is acquisition Between adjacent, and identical two alert datas of numerical value, the 4th time point, the 5th time point and the acquisition of the 6th time point alarm number According to for acquisition time it is adjacent, and identical two alert datas of numerical value, then the alert data acquired by third time point, to The two time points alert data of acquisition is covered, and the first remaining data is obtained, the alert data acquired by the 6th time point, The alert data acquired to the 4th time point and the 5th time point covers, and obtains the second remaining data.Acquisition time is pressed again Sequencing, to first time point acquisition alert data, the first remaining data and the second remaining data record, obtain Alarm subrecord.
Be other alert datas about type of alarm, processing mode is equally as above, the embodiment of the present application to this no longer It repeats.
Step S323 integrates a plurality of alarm subrecord, obtains the alarm logging.
Referring to Fig. 4, for the efficiency and accuracy of enhancing alarm logging inquiry, data processing provided by the embodiments of the present application Method can also include step S400, step S500 and step S600 after step S300.
Step S400 receives alarm inquiry instruction.
Step S500 obtains query time corresponding with the alarm inquiry instruction.
Step S600, according to the corresponding relationship of a plurality of alert data and multiple acquisition times, from the alarm logging In find out alert data corresponding with the query time.
In the embodiment of the present application, inquiry instruction may include query time, for enhancing alarm logging inquiry controllability and Effective specific aim, in the embodiment of the present application, inquiry instruction can also include type of alarm.Based on this, in step S600, according to The corresponding relationship of a plurality of alert data and multiple acquisition times finds out alarm number corresponding with query time from alarm logging According to later, alert data corresponding with type of alarm can also be found out from a plurality of alert data found out.
Based on inventive concept same as above-mentioned data processing method, the embodiment of the present application also provides a kind of data processings Device 400, referring to Fig. 5, data processing equipment provided by the embodiments of the present application 400 includes that warning message obtains module 410, report Alert data acquisition module 420 and alarm logging creation module 430.
Warning message obtains module 410 and obtains the warning message of mechanical equipment for being spaced at preset timed intervals.
The description as described in warning message obtains module 410 specifically refers to retouching in detail to step S100 shown in Fig. 3 It states, is executed that is, step S100 can obtain module 410 by warning message.
Optionally, in the embodiment of the present application, it includes scanning result acquiring unit and alarm signal that warning message, which obtains module 410, Cease acquiring unit.
Scanning result acquiring unit carries out the controller connecting with the mechanical equipment for being spaced at preset timed intervals Data space scanning, obtains data scanning result.
The description as described in scanning result acquiring unit specifically refers to the detailed description of abovementioned steps S110, that is, step S110 can be executed by scanning result acquiring unit.
Warning message acquiring unit, for indicating when the data scanning result, the controller acquisition has mechanical equipment Warning message when, obtain the warning message.
The description as described in warning message acquiring unit specifically refers to the detailed description of abovementioned steps S120, that is, step S120 can be executed by warning message acquiring unit.
Alert data obtains module 420, for according to warning message described in every, obtaining a plurality of data format to be the first number According to the alert data of format, first data format is the data format that can be characterized alarm and whether occur.
The description as described in alert data obtains module 420 specifically refers to retouching in detail to step S200 shown in Fig. 3 It states, is executed that is, step S200 can obtain module 420 by alert data.
Optionally, in the embodiment of the present application, it includes the first judging unit, the first conversion list that alert data, which obtains module 420, Member, the second converting unit and third converting unit.
First judging unit, for be directed to every warning message, judge the warning message data format whether For the second data format, second data format is the specified data format for converting first data format.
The description as described in the first judging unit specifically refers to the detailed description of abovementioned steps S210, that is, step S210 It can be executed by the first judging unit.
First format conversion unit, for the data format in the warning message be second data format when, will The warning message is converted into a plurality of alert data.
The description as described in the first format conversion unit specifically refers to the detailed description of abovementioned steps S220, that is, step S220 can be executed by the first format conversion unit.
Second format conversion unit will when second data format non-for data format in the warning message The data format of the warning message is converted into the second data format, to form average information.
The description as described in the second format conversion unit specifically refers to the detailed description of abovementioned steps S230, that is, step S230 can be executed by the second format conversion unit.
Third format conversion unit, for converting a plurality of alert data for the average information.
The description as described in third format conversion unit specifically refers to the detailed description of abovementioned steps S240, that is, step S240 can be executed by third format conversion unit.
Alarm logging creation module 430, for creating alarm logging, the alarm logging includes a plurality of alarm number According to and a plurality of alert data and multiple acquisition times corresponding relationship.
The description as described in alarm logging creation module 430 specifically refers to retouching in detail to step S300 shown in Fig. 3 It states, that is, step S300 can be executed by alarm logging creation module 430.
Optionally, in the embodiment of the present application, alarm logging creation module 430 includes acquisition time acquiring unit and alarm note Record acquiring unit.
Acquisition time acquiring unit, for obtaining the acquisition time of every alert data.
The description as described in acquisition time acquiring unit specifically refers to the detailed description of above mentioned step S3 10, that is, step S310 can be executed by acquisition time acquiring unit.
Alarm logging acquiring unit records alert data described in every for the sequencing by acquisition time, Obtain the alarm logging.
The description as described in alarm logging acquiring unit specifically refers to the detailed description of above mentioned step S3 20, that is, step S320 can be executed by alarm logging acquiring unit.
Optionally, in the embodiment of the present application, alarm logging acquiring unit may include that type determination unit, subrecord obtain Take subelement and integral unit.
Type determination unit, for determining the type of alarm of every alert data.
The description as described in type determination unit specifically refers to the detailed description of above mentioned step S3 21, that is, step S321 can be executed by type determination unit.
Subrecord obtains subelement, for pressing the sequencing of acquisition time, a plurality of report identical to type of alarm Alert data are recorded, and alarm subrecord is obtained.
The description as described in subrecord obtains subelement specifically refers to the detailed description of above mentioned step S3 22, that is, step S322 can obtain subelement by subrecord and execute.
Optionally, in the embodiment of the present application, it includes second judgment unit, remaining data acquisition list that subrecord, which obtains subelement, Member, same type record acquiring unit.
Second judgment unit, for judging in the identical a plurality of alert data of type of alarm, if there are acquisition time phases Neighbour, and identical two alert datas of numerical value.
The description as described in second judgment unit specifically refers to the detailed description of above mentioned step S3 221, that is, step S3221 can be executed by second judgment unit.
Remaining data acquiring unit is used in the identical a plurality of alert data of type of alarm, and it is adjacent that there are acquisition times, And identical two alert datas of numerical value, then pass through the posterior alert data of acquisition time, the alarm number first to acquisition time According to being covered, remaining data is obtained.
The description as described in remaining data acquiring unit specifically refers to the detailed description of above mentioned step S3 222, that is, step S3222 can be executed by remaining data acquiring unit.
Same type records acquiring unit, identical to type of alarm a plurality of described for pressing the sequencing of acquisition time Remaining data is recorded, and alarm subrecord is obtained.
The description as described in same type record acquiring unit specifically refers to the detailed description of above mentioned step S3 223, that is, step Rapid S3223 can record acquiring unit by same type and execute.
Integral unit obtains the alarm logging for integrating to a plurality of alarm subrecord.
The description as described in integral unit specifically refers to the detailed description of above mentioned step S3 23, that is, step S323 can be with It is executed by integral unit.
Referring to Fig. 6, optionally, in the embodiment of the present application, data processing equipment 400 further include command reception module 440, Query time obtains module 450 and alert data enquiry module 460.
Command reception module 440, for receiving alarm inquiry instruction.
The description as described in command reception module 440 specifically refers to the detailed description to step S400 shown in Fig. 4, That is, step S400 can be executed by command reception module 440.
Query time obtains module 450, for obtaining query time corresponding with the alarm inquiry instruction.
The description as described in query time obtains module 450 specifically refers to retouching in detail to step S500 shown in Fig. 5 It states, is executed that is, step S500 can obtain module 450 by query time.
Alert data enquiry module 460, for the corresponding relationship according to a plurality of alert data and multiple acquisition times, Alert data corresponding with the query time is found out from the alarm logging.
The description as described in alert data enquiry module 460 specifically refers to retouching in detail to step S600 shown in Fig. 6 It states, that is, step S600 can be executed by alert data enquiry module 460.
In addition, it is stored thereon with computer program the embodiment of the present application also provides a kind of computer readable storage medium, The computer program is performed the Online Video method, it can be achieved that providing in above method embodiment, and for details, reference can be made to upper Embodiment of the method is stated, details are not described herein again.
In conclusion data processing method provided by the embodiments of the present application, device and electronic equipment, it can be at preset timed intervals Interval obtains the warning message of mechanical equipment, and according to every warning message, obtaining a plurality of data format is the first data format Alert data, alarm logging is created, when alarm logging includes a plurality of alert data and a plurality of alert data and multiple acquisitions Between corresponding relationship.In this way, just the alert data of arbitrary target time can be inquired by the alarm logging according to creation, use In providing reliable basis for the performance study of mechanical equipment, in the performance for determining mechanical equipment there are when potential problem, and When take have targetedly measure eliminate its influence so that production process maintains the controlled shape only influenced by random factor State is finally reached the purpose of control product quality, to improve the yields of product.
In several embodiments provided herein, it should be understood that disclosed device and method can also pass through Other modes are realized.The apparatus embodiments described above are merely exemplary, for example, flow chart and block diagram in attached drawing Show the device of multiple embodiments according to the application, the architectural framework in the cards of method and computer program product, Function and operation.In this regard, each box in flowchart or block diagram can represent the one of a module, section or code Part, a part of the module, section or code, which includes that one or more is for implementing the specified logical function, to be held Row instruction.It should also be noted that function marked in the box can also be to be different from some implementations as replacement The sequence marked in attached drawing occurs.For example, two continuous boxes can actually be basically executed in parallel, they are sometimes It can execute in the opposite order, this depends on the function involved.It is also noted that every in block diagram and or flow chart The combination of box in a box and block diagram and or flow chart can use the dedicated base for executing defined function or movement It realizes, or can realize using a combination of dedicated hardware and computer instructions in the system of hardware.
In addition, each functional module in each embodiment of the application can integrate one independent portion of formation together Point, it is also possible to modules individualism, an independent part can also be integrated to form with two or more modules.
It, can be with if the function is realized and when sold or used as an independent product in the form of software function module It is stored in a computer readable storage medium.Based on this understanding, the technical solution of the application is substantially in other words The part of the part that contributes to existing technology or the technical solution can be embodied in the form of software products, the meter Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be a People's computer, server or network equipment etc.) execute each embodiment the method for the application all or part of the steps. And storage medium above-mentioned includes: that USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited The various media that can store program code such as reservoir (RAM, Random Access Memory), magnetic or disk.
The above description is only an example of the present application, the protection scope being not intended to limit this application, for ability For the technical staff in domain, various changes and changes are possible in this application.Within the spirit and principles of this application, made Any modification, equivalent substitution, improvement and etc. should be included within the scope of protection of this application.It should also be noted that similar label and Letter indicates similar terms in following attached drawing, therefore, once it is defined in a certain Xiang Yi attached drawing, then in subsequent attached drawing In do not need that it is further defined and explained.
The above, the only specific embodiment of the application, but the protection scope of the application is not limited thereto, it is any Those familiar with the art within the technical scope of the present application, can easily think of the change or the replacement, and should all contain Lid is within the scope of protection of this application.Therefore, the protection scope of the application shall be subject to the protection scope of the claim.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that There is also other identical elements in process, method, article or equipment including the element.

Claims (10)

1. a kind of data processing method characterized by comprising
It is spaced at preset timed intervals, obtains the warning message of mechanical equipment;
According to warning message described in every, the alert data that a plurality of data format is the first data format, first number are obtained It is the data format that can be characterized alarm and whether occur according to format;
Create alarm logging, the alarm logging include a plurality of alert data and a plurality of alert data with it is multiple The corresponding relationship of acquisition time.
2. data processing method according to claim 1, which is characterized in that it is described to be spaced at preset timed intervals, it obtains mechanical The warning message of equipment, comprising:
It is spaced at preset timed intervals, data space scanning is carried out to the controller connecting with the mechanical equipment, obtains data scanning As a result;
When the data scanning result indicates that the controller acquisition has the warning message of mechanical equipment, the alarm signal is obtained Breath.
3. data processing method according to claim 1, which is characterized in that it is described according to warning message described in every, it obtains Much data format is the alert data of the first data format, comprising:
For warning message described in every, judge whether the data format of the warning message is the second data format, described Two data formats are the specified data format for converting first data format;
If the data format of the warning message is second data format, convert the warning message to a plurality of described Alert data;
If non-second data format of the data format of the warning message, the data format of the warning message is converted For the second data format, to form average information;
The a plurality of alert data is converted by the average information.
4. data processing method according to claim 1, which is characterized in that the creation alarm logging, comprising:
Obtain the acquisition time of every alert data;
By the sequencing of acquisition time, alert data described in every is recorded, obtains the alarm logging.
5. data processing method according to claim 4, which is characterized in that by the sequencing of acquisition time, to every The alert data is recorded, and the alarm logging is obtained, comprising:
Determine the type of alarm of every alert data;
By the sequencing of acquisition time, a plurality of alert data identical to type of alarm is recorded, and obtains alarm Record;
The a plurality of alarm subrecord is integrated, the alarm logging is obtained.
6. data processing method according to claim 5, which is characterized in that the sequencing by acquisition time, it is right The identical a plurality of alert data of type of alarm is recorded, and alarm subrecord is obtained, comprising:
Judge in the identical a plurality of alert data of type of alarm, if it is adjacent that there are acquisition times, and identical two reports of numerical value Alert data;
If it is adjacent that there are acquisition times in the identical a plurality of alert data of type of alarm, and identical two alert datas of numerical value, Then by the posterior alert data of acquisition time, the alert data first to acquisition time is covered, and obtains remaining data;
By the sequencing of acquisition time, a plurality of remaining data identical to type of alarm is recorded, and obtains alarm Record.
7. data processing method according to claim 1, which is characterized in that after the creation alarm logging, the side Method further include:
Receive alarm inquiry instruction;
Obtain query time corresponding with the alarm inquiry instruction;
According to the corresponding relationship of a plurality of alert data and multiple acquisition times, found out from the alarm logging with it is described The corresponding alert data of query time.
8. a kind of data processing equipment characterized by comprising
Warning message obtains module and obtains the warning message of mechanical equipment for being spaced at preset timed intervals;
Alert data obtains module, for according to warning message described in every, obtaining a plurality of data format to be the first data format Alert data, first data format is that can characterize the data format that whether occurs of alarm;
Alarm logging creation module, for creating alarm logging, the alarm logging includes a plurality of alert data, Yi Jiduo The corresponding relationship of alert data described in item and multiple acquisition times.
9. a kind of electronic equipment, which is characterized in that including processor and memory, computer journey is stored on the memory Sequence, the processor is for executing the computer program, to realize data processing according to any one of claims 1 to 7 Method.
10. a kind of computer readable storage medium, computer program, feature are stored on the computer readable storage medium It is, the computer program is performed, it can be achieved that data processing method described in any one of claim 1~7.
CN201910604332.3A 2019-07-05 2019-07-05 Data processing method and device and electronic equipment Pending CN110321362A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110795435A (en) * 2019-10-30 2020-02-14 北京明略软件系统有限公司 Financial report data acquisition method and device, electronic equipment and storage medium
CN111563546A (en) * 2020-04-29 2020-08-21 北京字节跳动网络技术有限公司 Sensor data matching method, device, equipment and storage medium
CN114066109A (en) * 2020-07-29 2022-02-18 合肥欣奕华智能机器有限公司 Method and system for determining abnormal state in production line
CN116088381A (en) * 2023-01-31 2023-05-09 惠州市海葵信息技术有限公司 Equipment alarm data processing method, controller and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106649342A (en) * 2015-10-30 2017-05-10 北京国双科技有限公司 Data processing method and apparatus in data acquisition platform
CN107066371A (en) * 2017-04-18 2017-08-18 北京百度网讯科技有限公司 Data monitoring method and device
CN108536773A (en) * 2018-03-23 2018-09-14 广州智联物联网科技有限公司 A kind of auto alarm information integrating method, device, equipment and medium
CN108767983A (en) * 2018-05-22 2018-11-06 中科(深圳)能源物联网有限公司 A kind of the micromation intelligent on-line monitoring device and monitoring method of low-voltage distribution apparatus
CN108763038A (en) * 2018-08-08 2018-11-06 平安科技(深圳)有限公司 Management method, device, computer equipment and the storage medium of alarm data

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106649342A (en) * 2015-10-30 2017-05-10 北京国双科技有限公司 Data processing method and apparatus in data acquisition platform
CN107066371A (en) * 2017-04-18 2017-08-18 北京百度网讯科技有限公司 Data monitoring method and device
CN108536773A (en) * 2018-03-23 2018-09-14 广州智联物联网科技有限公司 A kind of auto alarm information integrating method, device, equipment and medium
CN108767983A (en) * 2018-05-22 2018-11-06 中科(深圳)能源物联网有限公司 A kind of the micromation intelligent on-line monitoring device and monitoring method of low-voltage distribution apparatus
CN108763038A (en) * 2018-08-08 2018-11-06 平安科技(深圳)有限公司 Management method, device, computer equipment and the storage medium of alarm data

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110795435A (en) * 2019-10-30 2020-02-14 北京明略软件系统有限公司 Financial report data acquisition method and device, electronic equipment and storage medium
CN110795435B (en) * 2019-10-30 2022-05-17 北京明略软件系统有限公司 Financial report data acquisition method and device, electronic equipment and storage medium
CN111563546A (en) * 2020-04-29 2020-08-21 北京字节跳动网络技术有限公司 Sensor data matching method, device, equipment and storage medium
CN114066109A (en) * 2020-07-29 2022-02-18 合肥欣奕华智能机器有限公司 Method and system for determining abnormal state in production line
CN116088381A (en) * 2023-01-31 2023-05-09 惠州市海葵信息技术有限公司 Equipment alarm data processing method, controller and storage medium
CN116088381B (en) * 2023-01-31 2024-02-06 惠州市海葵信息技术有限公司 Equipment alarm data processing method, controller and storage medium

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