CN117155761A - Alarm method and system based on intelligent dynamic ring monitoring management platform - Google Patents
Alarm method and system based on intelligent dynamic ring monitoring management platform Download PDFInfo
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Abstract
The application discloses an alarm method and a system based on an intelligent movable ring monitoring management platform, wherein the alarm method based on the intelligent movable ring monitoring management platform comprises the following steps: the alarm center receives a moving ring monitoring request of the user side and creates a moving ring monitoring frame according to the moving ring monitoring request; the alarm center is communicated with the corresponding intelligent movable ring monitoring end according to the movable ring monitoring frame, the intelligent movable ring monitoring end is set with monitoring conditions, after the setting is completed, the alarm center receives real-time data packets sent by the intelligent movable ring monitoring end according to the monitoring conditions, and the real-time data packets are analyzed according to the movable ring monitoring frame to obtain analysis results; if the analysis result is abnormal, generating advance notice information and sending the advance notice information to the user side, and if the analysis result is fault, generating alarm information and sending the alarm information. The application can ensure timeliness of the acquired data, automatically analyze the acquired data, alarm the fault which happens, and predict and alarm the fault which is about to happen.
Description
Technical Field
The application relates to the technical field of dynamic ring monitoring, in particular to an alarm method and system based on an intelligent dynamic ring monitoring management platform.
Background
The dynamic ring monitoring is to monitor the power equipment and the environment variable in various machine rooms in a centralized way by a pointer, namely: and (5) monitoring the power environment.
At present, a method of inspection is generally adopted to monitor the equipment in the rotating ring machine room, namely: the movable ring machine room equipment is checked manually, and the check data is recorded in the paper form and then is input into the system, but the timeliness of the inspection data obtained by the mode cannot be guaranteed, the problem of the equipment data is difficult to find in time, the working efficiency is low, and the error rate is high.
In addition, existing monitoring platforms typically only provide for uploading data, or alerting of data that has failed. However, the uploading data of the mobile ring device acquired by the monitoring platform changes along with the time, and the displayed data or the old data on the mobile terminal can cause the inconsistency between the uploading data acquired by the platform and the displayed data on the mobile terminal, so that the judgment of the running condition of the device is affected, and the existing monitoring platform cannot predict and alarm the impending fault.
Disclosure of Invention
The application aims to provide an alarm method and an alarm system based on an intelligent movable ring monitoring management platform, which can ensure the timeliness of acquired data, automatically analyze the acquired data, alarm the fault which occurs, and predict and alarm the fault which is about to occur.
In order to achieve the above purpose, the application provides an alarm method based on an intelligent dynamic ring monitoring management platform, which comprises the following steps: s1: the alarm center receives a moving ring monitoring request of the user side and creates a moving ring monitoring frame according to the moving ring monitoring request, wherein the moving ring monitoring frame at least comprises: a conventional monitoring subframe and a definition monitoring subframe; s2: the alarm center communicates with the corresponding intelligent movable ring monitoring end according to the movable ring monitoring frame, and sets monitoring conditions of the intelligent movable ring monitoring end, and after the setting is completed, S3 is executed; s3: the alarm center receives a real-time data packet sent by the intelligent movable ring monitoring end according to the monitoring condition, and analyzes the real-time data packet according to the movable ring monitoring frame to obtain an analysis result; wherein, the analysis result is: normal, abnormal or fault, if the analysis result is abnormal, generating advance notice information and sending the advance notice information to the user side, and if the analysis result is fault, generating alarm information and sending the alarm information to the user side.
As described above, the alarm center receives the ring monitoring request from the user side, and creates the ring monitoring frame according to the ring monitoring request, which includes the following sub-steps: extracting keywords from each monitoring demand content in the dynamic ring monitoring request to obtain a plurality of demand keyword packages, wherein one demand keyword package comprises a plurality of demand keywords, and the dynamic ring monitoring request at least comprises: a plurality of monitoring demand content and user IDs; performing discriminant analysis on each required keyword package according to a preset conventional term keyword set to generate a discriminant value, and if the discriminant value is greater than or equal to a discriminant threshold value, generating a judging result as belonging to the generated discriminant value and generating a first processing sequence number; if the judging value is smaller than the judging threshold value, the generated judging result is not included, and a second processing serial number is generated; if the judging result is that the monitoring request content belongs to the monitoring request content, processing the monitoring request content according to the sequence from the first processing sequence number to the large processing sequence number to obtain a conventional monitoring subframe; if the judging result is not included, processing the monitoring demand content according to the sequence from small to large of the second processing sequence number to obtain a defined monitoring subframe; the regular monitoring subframe and the defined monitoring subframe are used as the movable ring monitoring frame.
If the judging result is that the monitoring request content belongs to the sub-frame, the sub-step of obtaining the conventional monitoring sub-frame is as follows: s131: creating a conventional monitoring table, wherein the conventional monitoring table at least comprises: a plurality of regular title cells, each regular title cell corresponding to a plurality of regular content filling cells; the regular title cell includes at least: conventional item serial numbers, conventional item names, conventional item basic information, conventional item normal range values, conventional item abnormal range values, conventional item fault range values, intelligent dynamic ring monitoring end information and conventional item monitoring conditions; s132: taking the monitoring demand content with the minimum first processing sequence number as the current monitoring demand content, taking the first processing sequence number as the conventional item sequence number of the current monitoring demand content, automatically inquiring according to the current monitoring demand content to obtain inquiry content, respectively filling the conventional item sequence number and the inquiry content in corresponding conventional content filling cells, and executing S133 after filling is completed; s133: judging the sequence number of the conventional item of the current monitoring demand content, if the sequence number of the conventional item of the current monitoring demand content is smaller than the total number of the first processing sequence numbers, removing the current monitoring demand content, and executing S132; if the sequence number of the conventional item of the current monitoring demand content is equal to the total number of the first processing sequence numbers, removing the current monitoring demand content, and taking the filled conventional monitoring table as a conventional monitoring subframe.
If the judging result is not included, the monitoring requirement content is processed according to the sequence from the small to the large of the second processing sequence number, and the sub-steps of defining the monitoring subframe are as follows: s141: creating a definition monitoring table, wherein the definition monitoring table at least comprises: a plurality of defined title cells, each defined title cell corresponding to a plurality of defined content filling cells; defining the title cell includes at least: the method comprises the steps of defining item serial numbers, defining item names, defining item normal range values, defining item abnormal range values, defining item fault range values, intelligent movable ring monitoring end information and defining item monitoring conditions; s142: taking the monitoring demand content with the smallest second processing sequence number as the current monitoring demand content, taking the second processing sequence number as the definition item sequence number of the current monitoring demand content, automatically identifying the current monitoring demand content to obtain a plurality of identification contents, respectively filling the definition item sequence number and the plurality of identification contents in corresponding definition content filling cells, and executing S143 after filling is completed; s143: judging the serial numbers of the definition items of the current monitoring demand contents, if the serial numbers of the definition items of the current monitoring demand contents are smaller than the total number of the second processing serial numbers, executing S142 after eliminating the current monitoring demand contents; and if the number of the definition items of the current monitoring demand content is equal to the total number of the second processing numbers, eliminating the current monitoring demand content, and taking the filled definition monitoring table as a definition monitoring subframe.
As described above, the alarm center communicates with the corresponding intelligent moving ring monitoring end according to the moving ring monitoring frame, and the sub-steps of setting the monitoring conditions for the intelligent moving ring monitoring end are as follows: creating a first communication channel and a second communication channel; the intelligent movable ring monitoring end is communicated with an intelligent movable ring monitoring end corresponding to the intelligent movable ring monitoring end information in the conventional monitoring subframe through a first communication channel, and monitoring conditions of the intelligent movable ring monitoring end are set according to conventional item monitoring conditions; and communicating with the intelligent movable ring monitoring end corresponding to the intelligent movable ring monitoring end information in the definition monitoring subframe through a second communication channel, and setting the monitoring conditions of the intelligent movable ring monitoring end according to the monitoring conditions of the definition items.
As above, the sub-steps of receiving the real-time data packet, analyzing the real-time data packet according to the moving ring monitoring frame, and obtaining the analysis result are as follows: receiving a real-time data packet, determining an operation frame according to a communication channel, determining a conventional monitoring subframe as the operation frame if the communication channel is a first communication channel, and determining a defined monitoring subframe as the operation frame if the communication channel is a second communication channel; analyzing the real-time data packet according to the operation frame to obtain an analysis result, wherein the real-time data packet at least comprises: real-time data name and real-time value.
As described above, when the operation framework is a conventional monitoring subframe, the real-time data packet is analyzed according to the operation framework, and the sub-steps of obtaining the analysis result are as follows: reading the real-time data packet, determining that the real-time data name in the real-time data packet is the current regular term name, traversing the regular title cells in sequence according to the sequence of the regular terms from small to large, and determining that the regular title cells with the regular term name consistent with the current regular term name are comparison data; analyzing the real-time value in the real-time data packet through comparison data, determining the range of the real-time value, and if the real-time value is within the normal range value of the conventional item, generating an analysis result as normal; if the real-time numerical value is within the abnormal range value of the conventional item, the generated analysis result is abnormal; if the real-time numerical value is within the normal term fault range value, the generated analysis result is a fault.
As described above, when the operation framework is a regular monitoring subframe, if the analysis result is abnormal, the sub-steps of generating the forecast information are as follows: sending an increase production instruction to an intelligent movable ring monitoring end, wherein the increase production instruction at least comprises: increasing the production time period and the production frequency; receiving a plurality of verification data packets acquired by executing the acquisition increasing instruction, analyzing the verification data packets to acquire predicted fault time and predicted fault probability, and generating advance notice information according to the advance notice time, the abnormal time, the predicted fault time and the predicted fault probability, wherein the verification data packets at least comprise: the method comprises the steps of increasing production sequence, increasing production time, verifying data name and verifying value.
As above, where the run-frame is a regular monitoring subframe, the expression for predicting the failure time is as follows:
；
wherein,to predict failure time, +.>The minimum value in the normal term outlier range value; />Real-time values in real-time data packets acquired by the intelligent dynamic ring monitoring terminal according to conventional item monitoring conditions; />For increasing the acquisition sequence is->A verification value of the verification data packet; />For increasing the acquisition sequence is->A verification value of the verification data packet; />The acquisition increasing time interval between adjacent verification data packets is set; />，/>Is the total number of the increasing production sequences.
The application also provides an alarm system based on the intelligent dynamic ring monitoring management platform, which comprises: the system comprises at least one user side, a plurality of intelligent movable ring monitoring terminals and an alarm center; wherein, the user terminal: the mobile terminal is used for sending a mobile ring monitoring request and receiving advance notice information and/or alarm information; intelligent movable ring monitoring end: the alarm system is used for communicating with the alarm center and allowing the alarm center to set monitoring conditions; after the setting is completed, acquiring a real-time data packet according to the monitoring condition and sending the real-time data packet; the alarm center at least comprises: an alarm analysis unit and a storage unit; wherein, the alarm analysis unit: the alarm method based on the intelligent dynamic ring monitoring management platform is used for executing the alarm method based on the intelligent dynamic ring monitoring management platform; and a storage unit: the monitoring framework library is used for storing the monitoring framework library; storing a regular item information base comprising regular monitoring item information for a plurality of devices, machines and/or systems, each regular monitoring item information comprising at least: routine item basic information, routine item normal range values, routine item abnormal range values, routine item fault range values, and routine item monitoring conditions.
The intelligent movable ring monitoring system can directly communicate with the intelligent movable ring monitoring terminal, acquire data in real time, automatically analyze the data acquired in real time through the constructed movable ring monitoring frame, acquire an analysis result, and timely send the generated advance notice information or alarm information to the user terminal according to the analysis result, thereby realizing the alarm on the fault which occurs and the prediction and alarm on the fault which is about to occur.
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In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments described in the present application, and other drawings may be obtained according to these drawings for a person having ordinary skill in the art.
FIG. 1 is a schematic diagram of an embodiment of an alarm system based on an intelligent ring monitoring management platform;
FIG. 2 is a flow chart of one embodiment of an alert method based on an intelligent ring monitoring management platform.
Detailed Description
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are some, but not all embodiments of the application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
As shown in fig. 1, the present application provides an alarm system based on an intelligent dynamic ring monitoring management platform, comprising: at least one user terminal 1, a plurality of intelligent movable ring monitoring terminals 2 and an alarm center 3.
Wherein, the user terminal 1: and the system is used for sending a dynamic ring monitoring request and receiving advance notice information and/or alarm information.
Intelligent dynamic ring monitor terminal 2: for communicating with the alarm center 3 and allowing the alarm center 3 to perform monitoring condition setting; after the setting is completed, the real-time data packet is acquired according to the monitoring condition and is sent.
The alarm center 3 includes at least: an alarm analysis unit 31 and a storage unit 32.
Wherein the alarm analysis unit 31: the alarm method based on the intelligent dynamic ring monitoring management platform is used for executing the alarm method based on the intelligent dynamic ring monitoring management platform.
The storage unit 32: the monitoring frame library comprises a plurality of movable ring monitoring frames; storing a regular item information base comprising regular monitoring item information for a plurality of devices, machines and/or systems, each regular monitoring item information comprising at least: routine item basic information, routine item normal range values, routine item abnormal range values, routine item fault range values, and routine item monitoring conditions.
As shown in fig. 2, the application provides an alarm method based on an intelligent dynamic ring monitoring management platform, which comprises the following steps:
S1: the alarm center receives a moving ring monitoring request of the user side and creates a moving ring monitoring frame according to the moving ring monitoring request, wherein the moving ring monitoring frame at least comprises: a regular monitoring subframe and a defined monitoring subframe.
Further, the alarm center receives the moving ring monitoring request of the user end, and creates a moving ring monitoring frame according to the moving ring monitoring request, and the sub-steps are as follows:
s11: extracting keywords from each monitoring demand content in the dynamic ring monitoring request to obtain a plurality of demand keyword packages, wherein one demand keyword package comprises a plurality of demand keywords, and the dynamic ring monitoring request at least comprises: a plurality of monitoring requirement content and user IDs.
Specifically, the monitoring requirement content includes: and monitoring the data items and the corresponding monitoring requirements of each monitoring data item.
Wherein, the monitoring data item is: the name of the data that needs to be monitored. The monitoring data corresponds to one monitoring data item. The monitoring data at least comprises: operational data for each device, machine, and/or system, and operational environment data.
The monitoring requirements are as follows: the description of the requirement of the data to be monitored at the user side can be text, diagrams and/or symbols.
The demand keywords are: keywords extracted from the monitoring requirements for accurately and briefly expressing the monitoring requirements of the monitoring data.
S12: performing discriminant analysis on each required keyword package according to a preset conventional term keyword set to generate a discriminant value, and if the discriminant value is greater than or equal to a discriminant threshold value, generating a judging result as belonging to the generated discriminant value and generating a first processing sequence number; if the discrimination value is smaller than the discrimination threshold, the generated discrimination result is not, and a second processing sequence number is generated.
Further, the expression of the discrimination value is as follows:
；
wherein,for a set of conventional term keywordsAnd->Discrimination values between individual demand keyword packages; />Is the +.>Keywords of conventional item and +.>The +.>Word sense relevance of the individual demand keywords; />Is->The total number of conventional term keywords with word sense relevance of the demand keywords of the individual demand keyword packages; />，/>Is->The total number of demand keywords in the demand keyword package,，/>is the total number of conventional item keywords in the conventional item keyword set.
Specifically, the word sense relevance is the value of the correlation and/or similarity of word senses, and the value of the correlation and/or similarity between two keywords can be obtained through a pre-trained discrimination model.
S13: and if the judging result is that the monitoring request content belongs to the monitoring request content, processing the monitoring request content according to the sequence from the first processing sequence number to the large processing sequence number to obtain a conventional monitoring subframe.
Specifically, the content of the monitoring requirement belonging to the conventional item is related information of equipment, machines and/or systems (such as a power system, an operation device and the like) needing to be monitored.
Further, if the discrimination result is that the monitoring request content belongs to the sub-frame, the sub-step of obtaining the conventional monitoring sub-frame is as follows:
s131: creating a conventional monitoring table, wherein the conventional monitoring table at least comprises: a plurality of regular title cells, each regular title cell corresponding to a plurality of regular content filling cells; the regular title cell includes at least: conventional item serial number, conventional item name, conventional item basic information, conventional item normal range value, conventional item abnormal range value, conventional item fault range value, intelligent ring monitoring end information and conventional item monitoring condition.
Specifically, the normal item sequence number: the serial number of the data to be monitored. A monitoring requirement content corresponds to a conventional item sequence number. The sequence number of the same regular item of monitoring requirement content is consistent with the first processing sequence number.
As one embodiment, the sequence numbers of the regular items are automatically generated according to the sequence of processing the monitoring requirement content or generated according to the setting of the user side, and the sequence numbers of the regular items of the same monitoring requirement content are preferably consistent with the first processing sequence number.
Routine item name: consistent with the name of the data to be monitored.
Routine item base information: information about the equipment, machine and/or system to be monitored, at least including: the number of devices, machines, and/or systems, and the model number of the devices, machines, and/or systems.
Normal range values for the normal term: the data to be monitored are in the normal range of values, namely: operational data of the equipment, machine and/or system that is to be monitored is normal.
Normal term outlier range value: the data to be monitored is at a value that is abnormal or close to the fault range value, namely: operational data of equipment, machines and/or systems that need to be monitored when they are in abnormal operation or near fault conditions.
Normal term fault range value: the data to be monitored is at the value of the fault range, namely: operational data of equipment, machines and/or systems in a fault condition that need to be monitored.
Intelligent moving ring monitoring end information: the intelligent dynamic ring monitoring terminal is used for collecting related information of the intelligent dynamic ring monitoring terminal for data to be monitored;
routine item monitoring conditions: when the intelligent movable ring monitoring end reaches the conventional item monitoring condition, acquiring data to be monitored, and sending the data to an alarm center as a real-time data packet.
Wherein the regular term monitoring conditions include at least: regular intervals.
The regular interval time is a time period of the interval required between the next acquisition of the real-time data packet and the last acquisition of the real-time data packet of the intelligent movable ring monitoring end, the regular interval time can be n seconds, n minutes, n hours, n days, n weeks, n months, n quarters or n years, and the specific value of the regular interval time is determined according to practical conditions.
S132: and taking the monitoring demand content with the minimum first processing sequence number as the current monitoring demand content, taking the first processing sequence number as the conventional item sequence number of the current monitoring demand content, automatically inquiring according to the current monitoring demand content to obtain inquiry content, respectively filling the conventional item sequence number and the inquiry content in corresponding conventional content filling cells, and executing S133 after filling.
Specifically, a monitoring requirement content corresponds to a regular item serial number, a regular item name, regular item basic information, a regular item normal range value, a regular item abnormal range value, a regular item fault range value, an intelligent dynamic ring monitoring end information and a regular item monitoring condition.
Further, the sub-steps of automatically inquiring according to the current monitoring demand content to obtain the inquired content are as follows:
s1321: generating a first query instruction according to the current monitoring demand content, wherein the first query instruction at least comprises: query location and query content, wherein the query location is a conventional item information base, and the query content is: information about the equipment, machine and/or system that is to be monitored is needed.
S1322: inquiring the conventional item information base according to the inquiry command, and taking the conventional monitoring item information to which the conventional item basic information belongs as inquiry content if the conventional item basic information consistent with the related information of equipment, machines and/or systems to be monitored exists in the conventional item information base; if the regular item information base does not have regular item basic information consistent with the related information of the device, machine, and/or system to be monitored, S1323 is performed.
S1323: generating a second query instruction, searching query content from the network according to the second query instruction or obtaining query content from the user terminal according to the second query instruction, and executing S1324, where the second query instruction at least includes: query location, query content and query term, the query location is: the user end ID or network address, the query content is: related information of equipment, machines and/or systems to be monitored, and query terms are: normal range values for regular terms, abnormal range values for regular terms, fault range values for regular terms, and regular term monitoring conditions.
S1324: and generating new conventional monitoring item information according to the query content, and storing the new conventional monitoring item information in a conventional item information base.
S133: judging the sequence number of the conventional item of the current monitoring demand content, if the sequence number of the conventional item of the current monitoring demand content is smaller than the total number of the first processing sequence numbers, removing the current monitoring demand content, and executing S132; if the sequence number of the conventional item of the current monitoring demand content is equal to the total number of the first processing sequence numbers, removing the current monitoring demand content, and taking the filled conventional monitoring table as a conventional monitoring subframe.
S14: and if the judging result is not included, processing the monitoring demand content according to the sequence from small to large of the second processing sequence number to obtain the defined monitoring subframe.
Specifically, the monitoring requirement content belonging to the definition item is related information of an operating environment (such as temperature, humidity, door magnetism, smoke, vibration, infrared, window breaking and/or water immersion information) to be monitored, and the monitoring requirement content belonging to the definition item at least comprises: definition item name, definition item normal range value, definition item abnormal range value, definition item fault range value, intelligent dynamic ring monitoring end information and definition item monitoring condition.
Further, if the discrimination result is not included, the monitoring demand content is processed according to the sequence from the small to the large of the second processing sequence number, and the sub-steps of defining the monitoring subframe are as follows:
s141: creating a definition monitoring table, wherein the definition monitoring table at least comprises: a plurality of defined title cells, each defined title cell corresponding to a plurality of defined content filling cells; defining the title cell includes at least: definition item serial number, definition item name, definition item normal range value, definition item abnormal range value, definition item fault range value, intelligent dynamic ring monitoring end information and definition item monitoring condition.
Specifically, an item sequence number is defined: the serial number of the data to be monitored. A monitoring requirement content corresponds to a definition item sequence number. The serial numbers of the definition items of the same monitoring requirement content are consistent with the serial numbers of the second processing items.
As one embodiment, the serial numbers of the definition items are automatically generated according to the sequence of processing the monitoring requirement content or are generated according to the setting of the user side, and the serial numbers of the definition items of the same monitoring requirement content are preferably consistent with the second processing serial numbers of the definition items.
Definition item name: consistent with the name of the data to be monitored.
Defining term normal range values: the data to be monitored are in the normal range of values, namely: the operating environment to be monitored is in the normal state set by the user side.
Defining term outlier range values: the data to be monitored is at a value that is abnormal or close to the fault range value, namely: the running environment to be monitored is in abnormal state set by the user side or in the value near to the fault state.
Defining item fault range values: the data to be monitored is at the value of the fault range, namely: the number of the running environment needing to be monitored is in the fault state set by the user side.
Intelligent moving ring monitoring end information: the intelligent dynamic ring monitoring terminal is used for collecting related information of the intelligent dynamic ring monitoring terminal for data to be monitored;
defining item monitoring conditions: when the intelligent movable ring monitoring end reaches the defined monitoring condition, the data needing to be monitored are obtained and sent to the alarm center as real-time data packets.
Wherein defining the item monitoring condition includes at least: the interval time is defined.
The definition interval time is a time period of an interval required between the next acquisition of the real-time data packet and the last acquisition of the real-time data packet of the intelligent movable ring monitoring end, the definition interval time can be m seconds, m minutes, m hours, m days, m weeks, m months, m quarters or m years, and the specific value of the definition interval time is determined according to practical conditions.
S142: and taking the monitoring demand content with the smallest second processing sequence number as the current monitoring demand content, taking the second processing sequence number as the definition item sequence number of the current monitoring demand content, automatically identifying the current monitoring demand content to obtain a plurality of identification contents, respectively filling the definition item sequence number and the plurality of identification contents in corresponding definition content filling cells, and executing S143 after filling is completed.
Specifically, a monitoring requirement content corresponds to a definition item serial number, a definition item name, a definition item normal range value, a definition item abnormal range value, a definition item fault range value, an intelligent dynamic ring monitoring end information and a definition item monitoring condition.
S143: judging the serial numbers of the definition items of the current monitoring demand contents, if the serial numbers of the definition items of the current monitoring demand contents are smaller than the total number of the second processing serial numbers, executing S142 after eliminating the current monitoring demand contents; and if the number of the definition items of the current monitoring demand content is equal to the total number of the second processing numbers, eliminating the current monitoring demand content, and taking the filled definition monitoring table as a definition monitoring subframe.
S15: the regular monitoring subframe and the defined monitoring subframe are used as the movable ring monitoring frame.
S2: the alarm center communicates with the corresponding intelligent movable ring monitoring end according to the movable ring monitoring frame, and sets monitoring conditions of the intelligent movable ring monitoring end, and after the setting is completed, S3 is executed.
Further, the alarm center communicates with the corresponding intelligent moving ring monitoring end according to the moving ring monitoring frame, and the sub-steps of monitoring condition setting for the intelligent moving ring monitoring end are as follows:
s21: a first communication channel and a second communication channel are created.
S22: and communicating with the intelligent movable ring monitoring end corresponding to the intelligent movable ring monitoring end information in the conventional monitoring subframe through the first communication channel, and setting the monitoring conditions of the intelligent movable ring monitoring end according to the conventional item monitoring conditions.
S23: and communicating with the intelligent movable ring monitoring end corresponding to the intelligent movable ring monitoring end information in the definition monitoring subframe through a second communication channel, and setting the monitoring conditions of the intelligent movable ring monitoring end according to the monitoring conditions of the definition items.
S3: the alarm center receives a real-time data packet sent by the intelligent movable ring monitoring end according to the monitoring condition, and analyzes the real-time data packet according to the movable ring monitoring frame to obtain an analysis result; wherein, the analysis result is: if the analysis result is abnormal, generating forenotice information and sending the forenotice information to the user side, wherein the forenotice information at least comprises: advance notice time, abnormal time, predicted fault time and predicted fault probability; if the analysis result is a fault, generating alarm information and sending the alarm information to the user side, wherein the alarm information at least comprises: fault data name, fault time, and fault value.
Specifically, if the analysis result is normal, no information needs to be sent to the user terminal, and S3 is continuously executed.
Further, the sub-steps of receiving the real-time data packet, analyzing the real-time data packet according to the dynamic ring monitoring frame, and obtaining the analysis result are as follows:
s31: and receiving the real-time data packet, determining an operation framework according to the communication channel, determining a conventional monitoring subframe as the operation framework if the communication channel is a first communication channel, and determining a defined monitoring subframe as the operation framework if the communication channel is a second communication channel.
S32: analyzing the real-time data packet according to the operation frame to obtain an analysis result, wherein the real-time data packet at least comprises: real-time data name and real-time value.
Further, as an embodiment, when the operation framework is a conventional monitoring subframe, the sub-steps of analyzing the real-time data packet according to the operation framework to obtain an analysis result are as follows:
t1: reading the real-time data packet, determining that the real-time data name in the real-time data packet is the current regular term name, traversing the regular title cells in sequence according to the sequence of the regular terms from small to large, and determining that the regular title cells with the regular term name consistent with the current regular term name are comparison data.
T2: analyzing the real-time value in the real-time data packet through comparison data, determining the range of the real-time value, and if the real-time value is within the normal range value of the conventional item, generating an analysis result as normal; if the real-time numerical value is within the abnormal range value of the conventional item, the generated analysis result is abnormal; if the real-time numerical value is within the normal term fault range value, the generated analysis result is a fault.
Further, when the operation framework is a conventional monitoring subframe, if the analysis result is abnormal, the sub-steps of generating the forecast information are as follows:
u1: sending an increase production instruction to an intelligent movable ring monitoring end, wherein the increase production instruction at least comprises: and increasing the production time period and the production frequency.
Specifically, the time period of increasing the production is the time period that needs to increase the data acquisition number of times, and the time period of increasing the production is:wherein->For the beginning node of the enhanced production period, +.>The system is an ending node of the enhanced mining time period, and the enhanced mining time period is positioned between a time node of the current intelligent movable ring monitoring end for acquiring the real-time data packet according to the conventional item monitoring condition and a time node of the next intelligent movable ring monitoring end for acquiring the real-time data packet according to the conventional item monitoring condition. The specific time of the start node and the end node of the enhanced mining time period is set according to actual conditions.
The acquisition increasing frequency is acquisition times which need to be increased in the acquisition increasing time period, and the specific value of the acquisition frequency is determined according to actual conditions.
U2: receiving a plurality of verification data packets acquired by executing the acquisition increasing instruction, analyzing the verification data packets to acquire predicted fault time and predicted fault probability, and generating advance notice information according to the advance notice time, the abnormal time, the predicted fault time and the predicted fault probability, wherein the verification data packets at least comprise: the method comprises the steps of increasing production sequence, increasing production time, verifying data name and verifying value.
Specifically, the advance notice time is the time of sending advance notice information to the user side.
The abnormal time is the time node of the current intelligent dynamic ring monitoring terminal for collecting the real-time data packet according to the conventional item monitoring condition.
The predicted failure time is a change time period between a time node predicted to fail after the data packet is analyzed and verified and the abnormal time, namely: and taking the abnormal time as a starting time node, and after a predicted fault time is shifted to the future, obtaining a specific predicted time node which is likely to generate faults.
Further, when the operation framework is a regular monitoring subframe, the expression of predicting the failure time is as follows:
；
Wherein,to predict failure time, +.>The minimum value in the normal term outlier range value; />Real-time values in real-time data packets acquired by the intelligent dynamic ring monitoring terminal according to conventional item monitoring conditions; />For increasing the acquisition sequence is->A verification value of the verification data packet; />For increasing the acquisition sequence is->A verification value of the verification data packet; />The acquisition increasing time interval between adjacent verification data packets is set; />，/>Is the total number of the increasing production sequences.
Specifically, the value of the acquisition increasing sequence is sequentially increased from the beginning to the end according to the time of acquiring the verification data packet.
Further, when the operation framework is a regular monitoring subframe, the expression of the predicted failure probability is as follows:
；
wherein,to predict failure probability; />Is a time-varying parameter; />A numerical variation parameter; />A value that is a predicted failure time; />Is the value of the conventional interval time; />A value that is the minimum of the normal term outlier range values; />The real-time numerical value in the real-time data packet acquired by the intelligent dynamic ring monitoring terminal according to the conventional item monitoring condition is obtained.
Specifically, in the expression of the predicted failure probability,and->Is a numerical value after the unit is unified,and->The unit is a unified value, so that the unit problem of data is not needed to be considered. / >And->The specific values of (2) are dependent on the actual situation.
Further, as another embodiment, when the operation framework is the definition monitoring subframe, the sub-steps of analyzing the real-time data packet according to the operation framework to obtain the analysis result are as follows:
f1: reading the real-time data packet, determining that the real-time data name in the real-time data packet is the current definition item name, traversing the definition title cells in sequence according to the sequence from small to large of the definition item, and determining that the definition title cells with the definition item name consistent with the current definition item name are comparison data.
F2: analyzing the real-time value in the real-time data packet through comparison data, determining the range of the real-time value, and if the real-time value is within the normal range value of the definition item, generating an analysis result as normal; if the real-time numerical value is within the abnormal range value of the definition item, the generated analysis result is abnormal; if the real-time numerical value is within the defined term fault range value, the generated analysis result is a fault.
Further, when the operation framework is the definition monitoring subframe, if the analysis result is abnormal, the sub-steps of generating the forecast information are as follows:
b1: sending an inserting and picking instruction to the intelligent movable ring monitoring end, wherein the inserting and picking instruction at least comprises: the time period and the frequency of the insertion and the extraction.
Specifically, the inserting and collecting time period is a time period of needing to insert data collection times, and the inserting and collecting time period is as follows:wherein->For the beginning node of the mining time period, +.>Is an end node of the inserting and picking time period, and the inserting and picking time period is positioned at the monitoring end of the intelligent movable ring according to the fixed timeThe intelligent dynamic ring monitoring terminal is connected between a time node for acquiring real-time data packets according to the monitoring conditions of the definition items and a time node for acquiring the real-time data packets according to the monitoring conditions of the definition items. The specific time of the start node and the end node of the insertion period is set according to actual conditions.
The frequency of the interpolation is the acquisition frequency which needs to be increased in the interpolation time period, and the specific value of the acquisition frequency is determined according to the actual situation.
B2: receiving a plurality of inserting and sampling data packets acquired by executing an inserting and sampling instruction, analyzing the inserting and sampling data packets to acquire predicted fault time and predicted fault probability, and generating advance notice information according to the advance notice time, the abnormal time, the predicted fault time and the predicted fault probability, wherein the inserting and sampling data packets at least comprise: the method comprises the steps of inserting mining sequences, inserting mining time, inserting mining data names and inserting mining values.
Specifically, the advance notice time is the time of sending advance notice information to the user side.
The abnormal time is the time node of the current intelligent dynamic ring monitoring terminal for collecting the real-time data packet according to the monitoring condition of the definition item.
The predicted failure time is a change time period between a time node predicted to fail after the data packet is inserted and collected and the abnormal time, namely: and taking the abnormal time as a starting time node, and after a predicted fault time is shifted to the future, obtaining a specific predicted time node which is likely to generate faults.
Further, when the operation framework is a defined monitoring subframe, the expression of predicting the failure time is as follows:
；
wherein,to predict failure time, +.>Defining a minimum value in the term outlier range values;the real-time numerical value in the real-time data packet is acquired by the intelligent dynamic ring monitoring terminal according to the definition item monitoring condition;for inserting the picking sequence->The insertion value of the insertion data packet; />For inserting the picking sequence->The insertion value of the insertion data packet; />The data packet is a data packet to be inserted and sampled; />，/>Is the total number of the interpolation sequences.
Specifically, the value of the insertion sequence is sequentially increased from the beginning to the end according to the time of collecting the insertion data packets.
Further, when the operation framework is a defined monitoring subframe, the expression of the predicted failure probability is as follows:
；
Wherein,to predict failure probability; />Is a time-varying parameter; />A numerical variation parameter;a value that is a predicted failure time; />To define a value of the interval time; />A numerical value defining a minimum value among the term outlier range values; />And the real-time numerical value in the real-time data packet acquired by the intelligent dynamic ring monitoring terminal according to the definition item monitoring condition is obtained.
Specifically, in the expression of the predicted failure probability,and->Is a numerical value after the unit is unified,and->The unit is a unified value, so that the unit problem of data is not needed to be considered. />And->The specific values of (2) are dependent on the actual situation.
The intelligent movable ring monitoring system can directly communicate with the intelligent movable ring monitoring terminal, acquire data in real time, automatically analyze the data acquired in real time through the constructed movable ring monitoring frame, acquire an analysis result, and timely send the generated advance notice information or alarm information to the user terminal according to the analysis result, thereby realizing the alarm on the fault which occurs and the prediction and alarm on the fault which is about to occur.
While preferred embodiments of the present application have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the scope of the application be interpreted as including the preferred embodiments and all alterations and modifications that fall within the scope of the application. It will be apparent to those skilled in the art that various modifications and variations can be made to the present application without departing from the spirit or scope of the application. Thus, if such modifications and variations of the present application fall within the scope of the present application and the technical equivalents thereof, the present application is also intended to include such modifications and variations.
Claims (10)
1. An alarm method based on an intelligent dynamic ring monitoring management platform is characterized by comprising the following steps:
s1: the alarm center receives a moving ring monitoring request of the user side and creates a moving ring monitoring frame according to the moving ring monitoring request, wherein the moving ring monitoring frame at least comprises: a conventional monitoring subframe and a definition monitoring subframe;
s2: the alarm center communicates with the corresponding intelligent movable ring monitoring end according to the movable ring monitoring frame, and sets monitoring conditions of the intelligent movable ring monitoring end, and after the setting is completed, S3 is executed;
s3: the alarm center receives a real-time data packet sent by the intelligent movable ring monitoring end according to the monitoring condition, and analyzes the real-time data packet according to the movable ring monitoring frame to obtain an analysis result; wherein, the analysis result is: normal, abnormal or fault, if the analysis result is abnormal, generating advance notice information and sending the advance notice information to the user side, and if the analysis result is fault, generating alarm information and sending the alarm information to the user side.
2. The alarm method based on the intelligent moving ring monitoring management platform according to claim 1, wherein the alarm center receives a moving ring monitoring request from the user side, and creates a moving ring monitoring frame according to the moving ring monitoring request, the sub-steps are as follows:
Extracting keywords from each monitoring demand content in the dynamic ring monitoring request to obtain a plurality of demand keyword packages, wherein one demand keyword package comprises a plurality of demand keywords, and the dynamic ring monitoring request at least comprises: a plurality of monitoring demand content and user IDs;
performing discriminant analysis on each required keyword package according to a preset conventional term keyword set to generate a discriminant value, and if the discriminant value is greater than or equal to a discriminant threshold value, generating a judging result as belonging to the generated discriminant value and generating a first processing sequence number; if the judging value is smaller than the judging threshold value, the generated judging result is not included, and a second processing serial number is generated;
if the judging result is that the monitoring request content belongs to the monitoring request content, processing the monitoring request content according to the sequence from the first processing sequence number to the large processing sequence number to obtain a conventional monitoring subframe;
if the judging result is not included, processing the monitoring demand content according to the sequence from small to large of the second processing sequence number to obtain a defined monitoring subframe;
the regular monitoring subframe and the defined monitoring subframe are used as the movable ring monitoring frame.
3. The alarm method based on the intelligent movable ring monitoring management platform according to claim 2, wherein if the discrimination result is that the discrimination result belongs to, the monitoring demand content is processed according to the order of the first processing sequence number from small to large, and the sub-steps of obtaining the conventional monitoring subframe are as follows:
S131: creating a conventional monitoring table, wherein the conventional monitoring table at least comprises: a plurality of regular title cells, each regular title cell corresponding to a plurality of regular content filling cells; the regular title cell includes at least: conventional item serial numbers, conventional item names, conventional item basic information, conventional item normal range values, conventional item abnormal range values, conventional item fault range values, intelligent dynamic ring monitoring end information and conventional item monitoring conditions;
s132: taking the monitoring demand content with the minimum first processing sequence number as the current monitoring demand content, taking the first processing sequence number as the conventional item sequence number of the current monitoring demand content, automatically inquiring according to the current monitoring demand content to obtain inquiry content, respectively filling the conventional item sequence number and the inquiry content in corresponding conventional content filling cells, and executing S133 after filling is completed;
s133: judging the sequence number of the conventional item of the current monitoring demand content, if the sequence number of the conventional item of the current monitoring demand content is smaller than the total number of the first processing sequence numbers, removing the current monitoring demand content, and executing S132; if the sequence number of the conventional item of the current monitoring demand content is equal to the total number of the first processing sequence numbers, removing the current monitoring demand content, and taking the filled conventional monitoring table as a conventional monitoring subframe.
4. The alarm method based on the intelligent movable ring monitoring management platform according to claim 3, wherein if the discrimination result is not in the category, the monitoring demand content is processed according to the order of the second processing sequence number from small to large, and the sub-steps of obtaining the defined monitoring subframe are as follows:
s141: creating a definition monitoring table, wherein the definition monitoring table at least comprises: a plurality of defined title cells, each defined title cell corresponding to a plurality of defined content filling cells; defining the title cell includes at least: the method comprises the steps of defining item serial numbers, defining item names, defining item normal range values, defining item abnormal range values, defining item fault range values, intelligent movable ring monitoring end information and defining item monitoring conditions;
s142: taking the monitoring demand content with the smallest second processing sequence number as the current monitoring demand content, taking the second processing sequence number as the definition item sequence number of the current monitoring demand content, automatically identifying the current monitoring demand content to obtain a plurality of identification contents, respectively filling the definition item sequence number and the plurality of identification contents in corresponding definition content filling cells, and executing S143 after filling is completed;
s143: judging the serial numbers of the definition items of the current monitoring demand contents, if the serial numbers of the definition items of the current monitoring demand contents are smaller than the total number of the second processing serial numbers, executing S142 after eliminating the current monitoring demand contents; and if the number of the definition items of the current monitoring demand content is equal to the total number of the second processing numbers, eliminating the current monitoring demand content, and taking the filled definition monitoring table as a definition monitoring subframe.
5. The alarm method based on the intelligent moving ring monitoring management platform according to claim 4, wherein the alarm center communicates with the corresponding intelligent moving ring monitoring end according to the moving ring monitoring frame, and the sub-steps of setting the monitoring conditions of the intelligent moving ring monitoring end are as follows:
creating a first communication channel and a second communication channel;
the intelligent movable ring monitoring end is communicated with an intelligent movable ring monitoring end corresponding to the intelligent movable ring monitoring end information in the conventional monitoring subframe through a first communication channel, and monitoring conditions of the intelligent movable ring monitoring end are set according to conventional item monitoring conditions;
and communicating with the intelligent movable ring monitoring end corresponding to the intelligent movable ring monitoring end information in the definition monitoring subframe through a second communication channel, and setting the monitoring conditions of the intelligent movable ring monitoring end according to the monitoring conditions of the definition items.
6. The alarm method based on the intelligent moving ring monitoring management platform according to claim 5, wherein the sub-steps of receiving the real-time data packet, analyzing the real-time data packet according to the moving ring monitoring frame, and obtaining the analysis result are as follows:
receiving a real-time data packet, determining an operation frame according to a communication channel, determining a conventional monitoring subframe as the operation frame if the communication channel is a first communication channel, and determining a defined monitoring subframe as the operation frame if the communication channel is a second communication channel;
Analyzing the real-time data packet according to the operation frame to obtain an analysis result, wherein the real-time data packet at least comprises: real-time data name and real-time value.
7. The alarm method based on the intelligent ring monitoring management platform according to claim 6, wherein when the operation frame is a normal monitoring subframe, the real-time data packet is analyzed according to the operation frame, and the sub-steps of obtaining the analysis result are as follows:
reading the real-time data packet, determining that the real-time data name in the real-time data packet is the current regular term name, traversing the regular title cells in sequence according to the sequence of the regular terms from small to large, and determining that the regular title cells with the regular term name consistent with the current regular term name are comparison data;
analyzing the real-time value in the real-time data packet through comparison data, determining the range of the real-time value, and if the real-time value is within the normal range value of the conventional item, generating an analysis result as normal; if the real-time numerical value is within the abnormal range value of the conventional item, the generated analysis result is abnormal; if the real-time numerical value is within the normal term fault range value, the generated analysis result is a fault.
8. The alarm method based on the intelligent rotating ring monitoring management platform according to claim 7, wherein when the operation frame is a normal monitoring subframe, if the analysis result is abnormal, the sub-step of generating the forecast information is as follows:
sending an increase production instruction to an intelligent movable ring monitoring end, wherein the increase production instruction at least comprises: increasing the production time period and the production frequency;
receiving a plurality of verification data packets acquired by executing the acquisition increasing instruction, analyzing the verification data packets to acquire predicted fault time and predicted fault probability, and generating advance notice information according to the advance notice time, the abnormal time, the predicted fault time and the predicted fault probability, wherein the verification data packets at least comprise: the method comprises the steps of increasing production sequence, increasing production time, verifying data name and verifying value.
9. The alarm method based on the intelligent rotating ring monitoring management platform according to claim 8, wherein when the operation framework is a normal monitoring subframe, the expression for predicting the failure time is as follows:
；
wherein,to predict failure time, +.>The minimum value in the normal term outlier range value; />Real-time values in real-time data packets acquired by the intelligent dynamic ring monitoring terminal according to conventional item monitoring conditions; / >For increasing the acquisition sequence is->A verification value of the verification data packet; />For increasing the acquisition sequence is->A verification value of the verification data packet; />The acquisition increasing time interval between adjacent verification data packets is set; />，/>Is the total number of the increasing production sequences.
10. An alarm system based on an intelligent dynamic ring monitoring management platform is characterized by comprising: the system comprises at least one user side, a plurality of intelligent movable ring monitoring terminals and an alarm center;
wherein, the user terminal: the mobile terminal is used for sending a mobile ring monitoring request and receiving advance notice information and/or alarm information;
intelligent movable ring monitoring end: the alarm system is used for communicating with the alarm center and allowing the alarm center to set monitoring conditions; after the setting is completed, acquiring a real-time data packet according to the monitoring condition and sending the real-time data packet;
the alarm center at least comprises: an alarm analysis unit and a storage unit;
wherein, the alarm analysis unit: an alarm method based on an intelligent ring monitoring management platform according to any one of claims 1-9;
and a storage unit: the monitoring frame library comprises a plurality of movable ring monitoring frames; storing a regular item information base comprising regular monitoring item information for a plurality of devices, machines and/or systems, each regular monitoring item information comprising at least: routine item basic information, routine item normal range values, routine item abnormal range values, routine item fault range values, and routine item monitoring conditions.
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