CN110233776A - A kind of rotary-type mechanical equipment state monitoring method and equipment - Google Patents

A kind of rotary-type mechanical equipment state monitoring method and equipment Download PDF

Info

Publication number
CN110233776A
CN110233776A CN201910470295.1A CN201910470295A CN110233776A CN 110233776 A CN110233776 A CN 110233776A CN 201910470295 A CN201910470295 A CN 201910470295A CN 110233776 A CN110233776 A CN 110233776A
Authority
CN
China
Prior art keywords
target device
data
state
task
rotary
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201910470295.1A
Other languages
Chinese (zh)
Inventor
李华来
李金阳
杜志科
李文彬
张殿睿
武通达
刘勇攀
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Meifang Science And Technology (beijing) Co Ltd
Original Assignee
Meifang Science And Technology (beijing) Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Meifang Science And Technology (beijing) Co Ltd filed Critical Meifang Science And Technology (beijing) Co Ltd
Priority to CN201910470295.1A priority Critical patent/CN110233776A/en
Publication of CN110233776A publication Critical patent/CN110233776A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0805Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
    • H04L43/0817Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking functioning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/10Active monitoring, e.g. heartbeat, ping or trace-route
    • H04L43/103Active monitoring, e.g. heartbeat, ping or trace-route with adaptive polling, i.e. dynamically adapting the polling rate

Abstract

The embodiment of the present invention provides a kind of rotary-type mechanical equipment state monitoring method and equipment.The described method includes: the task queue array based on multipriority is polled, current task is obtained, the current task is the data acquisition session of rotary-type mechanical equipment state monitoring;Data acquisition is carried out to the corresponding target device of the data acquisition session, obtains data to be analyzed;Start and stop analytical judgment is carried out according to rotary-type mechanical equipment of the data to be analyzed to the target device and abnormality detection judges, to realize the status monitoring to the target device.The embodiment of the present invention is polled processing according to the priority of distribution task, analysis is acquired to device data according to being polled to for task, to realize the status monitoring of equipment.The purpose of real time processing tasks, and system stabilization reliable for operation may be implemented in the case where not using real time operating system in embedded system structure of the embodiment of the present invention.

Description

A kind of rotary-type mechanical equipment state monitoring method and equipment
Technical field
The present invention relates to field of computer technology more particularly to a kind of rotary-type mechanical equipment state monitoring method and set It is standby.
Background technique
With the fast development of technology of Internet of things, the step of industrial automation also accelerates therewith, in the Internet of Things of industrial circle Network technology case continues to bring out like the mushrooms after rain.Also there are a variety of monitoring skills in the monitoring of the rotary-type mechanical equipment of industry The scheme of art means fusion, acquires the various states information of rotary-type mechanical equipment, is instructed using big data means analysis and algorithm Practice, rotary-type mechanical equipment state is monitored, diagnosed and predicted.
In the case of the monitoring of rotary-type mechanical equipment, the reliability and real-time of rotary-type mechanical equipment data are to protect The basis of monitoring is demonstrate,proved, so the correctness of data acquisition and the real-time and reliability of transmission are particularly important.It is used as Internet of Things simultaneously Network termination product pursues one of long standby and main purpose of low-power consumption.The scheme of existing monitoring product acquisition data respectively has Difference has and carries out data acquisition by bluetooth connection monitoring device using cell phone application software, it is flat then to upload the data to cloud Platform carries out data processing and algorithm analysis in platform, shows client.Also have plenty of wireless transport module built in monitoring device, Monitoring device software timing acquisition data upload to cloud platform, do data processing and algorithm analysis, are shown on monitoring platform.
It is either still interior using APP bluetooth acquisition data in existing rotary-type mechanical equipment monitoring technology scheme Wireless network module acquisition data-selected scheme is set, all there are different defects.APP bluetooth acquisition technique does not accomplish the real-time prison of data Survey purpose.Built-in with wireless module timing acquiring scheme just may require that upload as much as possible to pursue the accuracy of prediction algorithm Data, this is difficult to achieve the purpose that low-power consumption, if fixed time interval will lead to greatly the real-time for losing monitoring again.
Summary of the invention
The embodiment of the present invention provides a kind of rotary-type mechanical equipment state monitoring method and equipment, for solving the prior art In rotary-type mechanical equipment state monitoring real-time difference problem.
In a first aspect, the embodiment of the present invention provides a kind of rotary-type mechanical equipment state monitoring method, comprising:
Task queue array based on multipriority is polled, and obtains current task, and the current task is rotary-type The data acquisition session of mechanical equipment state monitoring;
Data acquisition is carried out to the corresponding target device of the data acquisition session, obtains data to be analyzed;
Start and stop analytical judgment is carried out to the target device according to the data to be analyzed and abnormality detection judges, thus Realize the status monitoring to the target device.
Further, the task queue array based on multipriority is polled, and is obtained current task, is specifically included:
According to the sequence of priority, successively task queue array is polled;
If the task queue array of high priority is not sky, task is popped up as current task;Otherwise it inquires low preferential The task queue array of grade, until obtaining current task.
Further, described that start and stop analytical judgment is carried out to the target device according to the data to be analyzed, thus real Now to the status monitoring of the target device, specifically include:
Start and stop analytical judgment is carried out to the target device according to the data to be analyzed, obtains start and stop state;
If start and stop state changes, the anomaly parameter information of the target device is removed, connection network is counted According to transmission, the target device suspend mode shutdown is indicated;
If start and stop state does not change, according to the open state or off-mode of the target device, detected Processing.
Further, if the start and stop state does not change, according to the open state of the target device or shutdown shape State carries out detection processing, specifically includes:
If start and stop state does not change, and the target device is off-mode, then indicates that the target device is stopped It sleeps and shuts down;
If start and stop state does not change, and the target device is open state, into target device abnormality detection Judge processing routine.
Further, described to judge processing routine into target device abnormality detection, it specifically includes:
The target device is carried out abnormality detection, if the target device is working properly, removes anomaly parameter information, Indicate the target device suspend mode shutdown;
If target device operation irregularity, into abnormality processing process.
Further, the abnormality processing process includes:
If judgement knows that Current software is in alarm dormant state, number of dormancy is subtracted 1;If number of dormancy is 0, release The dormant state of the target device;
Otherwise, it is handled according to whether Current software is in abnormal data upload state.
Further, described to be handled according to whether Current software is in abnormal data upload state, it specifically includes:
If Current software is in abnormal data and uploads state, number will be uploaded and add 1;It is preset if uploading number and meeting first The state of the target device is then switched to alarm dormant state by number, and is connected network and carried out data transmission, described in instruction Target device suspend mode shutdown;
Otherwise, if target device continuous abnormal detection number reaches the second preset times, switch the target and set Standby state is that abnormal data uploads state, and connects network and carry out data transmission, and indicates the target device suspend mode shutdown;It is no Continuous abnormal detection number is then added 1, indicates the target device suspend mode shutdown.
Second aspect, the embodiment of the present invention provide a kind of rotary-type mechanical equipment state monitoring device, comprising:
Task acquisition module is polled for the task queue array based on multipriority, obtains current task, described Current task is the data acquisition session of rotary-type mechanical equipment state monitoring;
Data acquisition module, for the corresponding target device of the data acquisition session carry out data acquisition, obtain to Analyze data;
Data analysis module, for according to the data to be analyzed to the target device carry out start and stop analyze and determine and Abnormality detection judgement, to realize the status monitoring to the target device.
The third aspect, the embodiment of the present invention provides a kind of electronic equipment, including memory, processor and is stored in memory Computer program that is upper and can running on a processor, the processor realize the embodiment of the present invention first when executing described program The step of aspect rotary-type mechanical equipment state monitoring method.
Fourth aspect, the embodiment of the present invention provide a kind of non-transient computer readable storage medium, are stored thereon with calculating Machine program realizes rotary-type mechanical equipment shape described in first aspect of the embodiment of the present invention when computer program is executed by processor The step of state monitoring method.
The embodiment of the present invention provides a kind of rotary-type mechanical equipment state monitoring method and equipment, according to the excellent of distribution task First grade is polled processing, is acquired analysis to device data according to being polled to for task, to realize the state prison of equipment It surveys.Embedded system structure of the embodiment of the present invention may be implemented to handle in real time and appoint in the case where not using real time operating system The purpose of business, and system stabilization reliable for operation.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the rotary-type mechanical equipment state monitoring method flow diagram of the embodiment of the present invention;
Fig. 2 is data acquisition flow of embodiment of the present invention schematic diagram;
Fig. 3 is the rotary-type mechanical equipment state monitoring device schematic diagram of the embodiment of the present invention;
Fig. 4 is the entity structure schematic diagram of a kind of electronic equipment of the embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
Fig. 1 is the rotary-type mechanical equipment state monitoring method flow diagram of the embodiment of the present invention.Rotation as shown in Figure 1 Type mechanical equipment state monitoring method, comprising:
100, the task queue array based on multipriority is polled, and obtains current task, and the current task is rotation The data acquisition session of the mechanical equipment condition monitoring of transition;
Task is put into task queue array first by the embodiment of the present invention, while the priority of task queue array is arranged, Task queue array is polled according to priority, to obtain current task.The task queue array of multipriority is set Benefit be that, when there is multiple data acquisition sessions, can guarantee that the higher data acquisition session of priority is preferentially performed.
101, data acquisition is carried out to the corresponding target device of the data acquisition session, obtains data to be analyzed;
It should be noted that the corresponding data acquisition session of each task queue array, it may be possible to the same rotary-type machine The task of the identical or different priority of tool equipment, it is also possible to the identical or different priority of different rotary type mechanical equipment Task.Wherein, target device refers to some rotary-type mechanical equipment.
Specifically, the embodiment of the present invention carries out data acquisition to rotary-type mechanical equipment by sensor, it is slow to be put into data It deposits in area, and collected data is carried out with certain pretreatment, pretreated data are as data to be analyzed.
102, start and stop analytical judgment is carried out to the target device according to the data to be analyzed and abnormality detection judges, To realize the status monitoring to the target device.
The embodiment of the present invention carries out start and stop to the data of the corresponding target device of data acquisition session and analyzes and determines and different Often detection judgement judges whether that start and stop state change occurs, and obtains current state mark, can according to start and stop state change To realize the status monitoring to target device.
The embodiment of the present invention provides a kind of rotary-type mechanical equipment state monitoring method and equipment, according to the excellent of distribution task First grade is polled processing, is acquired analysis to device data according to being polled to for task, to realize the state prison of equipment It surveys.Embedded system structure of the embodiment of the present invention may be implemented to handle in real time and appoint in the case where not using real time operating system The purpose of business, and system stabilization reliable for operation.
Based on the above embodiment, step 100, the task queue array based on multipriority is polled, and acquisition is worked as Preceding task, specifically includes:
According to the sequence of priority, successively task queue array is polled;
If the task queue array of high priority is not sky, task is popped up as current task;Otherwise it inquires low preferential The task queue array of grade, until obtaining current task.
Specifically, the real-time task processing framework of the embodiment of the present invention, is not use embedded real-time operation to software System and design, can to task assign different priorities, the purpose handled in real time.
In an alternative embodiment, following definition can be made:
Task structure body: task type and task response results.
Annular task queue: queue head pointer, tail pointer and task structure body array are defined.
Queue initialization function: initialization task queue.
Queue is pressed into mission function: being pressed into a task to the tail portion in task queue.
Mission function is popped up in queue: taking out a task in the head in task team.
Whether queue is do-nothing function: judging whether head pointer and tail pointer are equal.
In an alternative embodiment, the step of specific implementation is as follows:
Step 1: defining a task queue array, array length is 3, illustrates that priority is set as 3 grades.
Step 2: calling queue initialization function in principal function, 3 task queues of array are initialized.
Step 3: 3 grades of priority processings of task are realized in the while of principal function.Poll checks 3 task queues.Tool The operation of body is as follows:
1, check whether task queue array 1 is sky, does not go out a task for empty, handle function into corresponding task In handled.
Reenter while circulation.
If 2, task queue array 1 is sky, check whether task queue array 2 is sky, does not go out a task for empty, It handles into corresponding task and is handled in function.
Reenter while circulation.
If 3, task queue array 2 is sky, check whether task queue array 3 is sky, does not go out a task for empty, It handles into corresponding task and is handled in function.
Reenter while circulation.
If task queue array 3 is sky, while circulation is reentered.
Step 4: carrying out indentation task operating in the place for needing to handle data.For example, in the reception interrupt function of serial ports 3 In, data will be received and be deposited into reception array, whether terminate, if terminating setting task label, by task pressure if judging to receive Enter in task queue.
Step 5: calling task to handle function in principal function, start the function of task processing according to task label.
Fig. 2 is data acquisition flow of embodiment of the present invention schematic diagram.Based on any of the above-described embodiment, step 102, described Start and stop analytical judgment is carried out to the target device according to the data to be analyzed, to realize the state to the target device Monitoring, specifically includes:
102.1, start and stop analytical judgment is carried out to the target device according to the data to be analyzed, obtains start and stop shape State;
102.2, if start and stop state changes, the anomaly parameter information of the target device is removed, connects network Carry out data transmission, indicates the target device suspend mode shutdown;
If 102.3 start and stop states do not change, according to the open state or off-mode of the target device, carry out Detection processing.
Referring to FIG. 2, the analytical judgment of start and stop of the embodiment of the present invention has two kinds of results: one, state change;Its Two, state does not change.If state changes, the anomaly parameter information of target device is removed, is carried out data transmission, so Device sleeps are shut down afterwards, and alarm clock is waited to wake up next time.If state does not change, need further according to target device Open state or off-mode carry out detection processing.
The transmission of data described in the embodiment of the present invention, refers to that the initial data by device status data or acquisition is sent to cloud and puts down Platform or local server.The data transmission hereinafter mentioned is also same, hereafter repeats no more.
Based on any of the above-described embodiment, step 102.3, if the start and stop state does not change, according to the target The open state or off-mode of equipment carry out detection processing, specifically include:
If start and stop state does not change, and the target device is off-mode, then indicates that the target device is stopped It sleeps and shuts down.Herein, the direct suspend mode shutdown of equipment, waits alarm clock to wake up next time.
If start and stop state does not change, and the target device is open state, into target device abnormality detection Judge processing routine.Wherein, described to judge processing routine into target device abnormality detection, it specifically includes:
The target device is carried out abnormality detection, if the target device is working properly, removes anomaly parameter information, Indicate the target device suspend mode shutdown, the direct suspend mode shutdown of equipment, waits alarm clock to wake up next time herein;
If target device operation irregularity, into abnormality processing process.
Wherein, the abnormality processing process includes:
If judgement knows that Current software is in alarm dormant state, number of dormancy is subtracted 1;If number of dormancy is 0, release The dormant state of the target device;
Otherwise, it is handled according to whether Current software is in abnormal data upload state.
Wherein, described to be handled according to whether Current software is in abnormal data upload state, it specifically includes:
If Current software is in abnormal data and uploads state, number will be uploaded and add 1;It is preset if uploading number and meeting first The state of the target device is then switched to alarm dormant state by number, and is connected network and carried out data transmission, described in instruction Target device suspend mode shutdown;
Otherwise, if target device continuous abnormal detection number reaches the second preset times, switch the target and set Standby state is that abnormal data uploads state, and connects network and carry out data transmission, and indicates the target device suspend mode shutdown;It is no Continuous abnormal detection number is then added 1, indicates the target device suspend mode shutdown.
In the embodiment of the present invention, the first preset times be may be configured as 5 times, and the second preset times may be configured as 5 times.At one In optional embodiment, abnormality processing process is as follows:
1, do you judge that software is in alarm dormant state? if it is dormant state, number of dormancy subtracts 1, judges suspend mode time Number, until being 0, breaking dormancy state, equipment every time shut down by suspend mode, and alarm clock is waited to wake up next time.
If not dormant state, into 2.
2, do you judge that software is in abnormal data and uploads state? if it is the state of upload, uploads number and add 1, in judgement Number is passed, if Man Wuci, state is switched to alarm dormant state.Then connection network carries out data transmission, suspend mode shutdown, etc. It is waken up next time to alarm clock.
If not the state of upload, into 3.
3, whether is continuous abnormal detection number less than five times? if number adds 1, and the direct suspend mode of equipment is shut down less than five times, Alarm clock is waited to wake up next time.If met 5 times, switching state is that abnormal data uploads state, then connects network and is counted According to transmission, suspend mode shutdown waits alarm clock to wake up next time.
The embodiment of the invention provides a set of embedded multistage task real time processing system frameworks, according to the excellent of distribution task First grade is polled processing.Data are acquired according to the acquisition interval timing start-up of setting, realize number in conjunction with accurate monitoring algorithm According to frequency conversion acquisition, judge that data do not have warping apparatus shutdown, if there is it is abnormal walk abnormality processing process, by wirelessly or non-wirelessly Network uploads data to cloud platform.
The embedded system structure of the embodiment of the present invention may be implemented in real time in the case where not using real time operating system The purpose of processing task, and system stabilization reliable for operation.It is calculated in combination with the high monitoring of the accuracy of algorithm team design Method realizes and can be carried out the purpose of data monitoring in equipment end, accomplishes the purpose of frequency conversion acquisition data, reduces unnecessary Power wastage caused by data are transmitted.
The embodiment of the present invention also provides a kind of rotary-type mechanical equipment state monitoring device, comprising:
Task acquisition module 300 is polled for the task queue array based on multipriority, obtains current task, The current task is the data acquisition session of rotary-type mechanical equipment state monitoring;
Data acquisition module 301 is obtained for carrying out data acquisition to the corresponding target device of the data acquisition session Data to be analyzed;
Data analysis module 302 is sentenced for carrying out start and stop analysis to the target device according to the data to be analyzed Disconnected and abnormality detection judgement, to realize the status monitoring to the target device.
Fig. 4 is the entity structure schematic diagram of a kind of electronic equipment of the embodiment of the present invention, as shown in figure 4, the electronic equipment can To include: processor (processor) 401,802, memory communication interface (Communications Interface) (memory) 803 and communication bus 404, wherein processor 401, communication interface 402, memory 403 pass through communication bus 404 Complete mutual communication.Processor 401 can call the logical order in memory 403, to execute following method: based on more The task queue array of priority is polled, and obtains current task, and the current task is rotary-type mechanical equipment state prison The data acquisition session of survey;Data acquisition is carried out to the corresponding target device of the data acquisition session, obtains data to be analyzed; Start and stop analytical judgment is carried out to the target device according to the data to be analyzed and abnormality detection judges, to realize to institute State the status monitoring of target device.
In addition, the logical order in above-mentioned memory 403 can be realized by way of SFU software functional unit and conduct Independent product when selling or using, can store in a computer readable storage medium.Based on this understanding, originally Substantially the part of the part that contributes to existing technology or the technical solution can be in other words for the technical solution of invention The form of software product embodies, which is stored in a storage medium, including some instructions to So that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation of the present invention The all or part of the steps of example the method.And storage medium above-mentioned include: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. it is various It can store the medium of program code.
The embodiment of the present invention discloses a kind of computer program product, and the computer program product is non-transient including being stored in Computer program on computer readable storage medium, the computer program include program instruction, when described program instructs quilt When computer executes, computer is able to carry out method provided by above-mentioned each method embodiment, for example, is based on multipriority Task queue array be polled, obtain current task, the current task be rotary-type mechanical equipment state monitoring number According to acquisition tasks;Data acquisition is carried out to the corresponding target device of the data acquisition session, obtains data to be analyzed;According to institute It states data to be analyzed and start and stop analytical judgment and abnormality detection judgement is carried out to the target device, to realize to the target The status monitoring of equipment.
The embodiment of the present invention provides a kind of non-transient computer readable storage medium, the non-transient computer readable storage Medium storing computer instruction, the computer instruction make the computer execute side provided by above-mentioned each method embodiment Method, for example, the task queue array based on multipriority is polled, and obtains current task, and the current task is rotation The data acquisition session of the mechanical equipment condition monitoring of transition;Data are carried out to the corresponding target device of the data acquisition session to adopt Collection, obtains data to be analyzed;Start and stop is carried out to the target device according to the data to be analyzed to analyze and determine and abnormal inspection Judgement is surveyed, to realize the status monitoring to the target device.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member It is physically separated with being or may not be, component shown as a unit may or may not be physics list Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs In some or all of the modules achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creativeness Labour in the case where, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation Method described in certain parts of example or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;Although Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features; And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and Range.

Claims (10)

1. a kind of rotary-type mechanical equipment state monitoring method characterized by comprising
Task queue array based on multipriority is polled, and obtains current task, and the current task is rotary-type machinery The data acquisition session of equipment condition monitoring;
Data acquisition is carried out to the corresponding target device of the data acquisition session, obtains data to be analyzed;
Start and stop analytical judgment is carried out to the target device according to the data to be analyzed and abnormality detection judges, to realize To the status monitoring of the target device.
2. rotary-type mechanical equipment state monitoring method according to claim 1, which is characterized in that described based on mostly preferential The task queue array of grade is polled, and is obtained current task, is specifically included:
According to the sequence of priority, successively task queue array is polled;
If the task queue array of high priority is not sky, task is popped up as current task;Otherwise low priority is inquired Task queue array, until obtaining current task.
3. rotary-type mechanical equipment state monitoring method according to claim 1, which is characterized in that it is described according to It analyzes data and start and stop analytical judgment is carried out to the target device, thus realize the status monitoring to the target device, tool Body includes:
Start and stop analytical judgment is carried out to the target device according to the data to be analyzed, obtains start and stop state;
If start and stop state changes, the anomaly parameter information of the target device is removed, connection network carries out data biography It is defeated, indicate the target device suspend mode shutdown;
If start and stop state does not change, according to the open state or off-mode of the target device, detection processing is carried out.
4. rotary-type mechanical equipment state monitoring method according to claim 3, which is characterized in that if the start and stop shape State does not change, according to the open state or off-mode of the target device, carries out detection processing, specifically includes:
If start and stop state does not change, and the target device is off-mode, then indicates that the target device suspend mode is closed Machine;
If start and stop state does not change, and the target device is open state, is judged into target device abnormality detection Processing routine.
5. rotary-type mechanical equipment state monitoring method according to claim 4, which is characterized in that described to be set into target Standby abnormality detection judges processing routine, specifically includes:
The target device is carried out abnormality detection, if the target device is working properly, removes anomaly parameter information, is indicated The target device suspend mode shutdown;
If target device operation irregularity, into abnormality processing process.
6. rotary-type mechanical equipment state monitoring method according to claim 5, which is characterized in that the abnormality processing stream Journey includes:
If judgement knows that Current software is in alarm dormant state, number of dormancy is subtracted 1;If number of dormancy is 0, described in releasing The dormant state of target device;
Otherwise, it is handled according to whether Current software is in abnormal data upload state.
7. rotary-type mechanical equipment state monitoring method according to claim 6, which is characterized in that the basis is currently soft Whether part, which is in abnormal data upload state, is handled, and is specifically included:
If Current software is in abnormal data and uploads state, number will be uploaded and add 1;If uploading number to meet first default time Number, then be switched to alarm dormant state for the state of the target device, and connect network and carry out data transmission, indicate the mesh Marking device suspend mode shutdown;
Otherwise, if target device continuous abnormal detection number reaches the second preset times, switch the target device State is that abnormal data uploads state, and connects network and carry out data transmission, and indicates the target device suspend mode shutdown;Otherwise will Continuous abnormal detection number adds 1, indicates the target device suspend mode shutdown.
8. a kind of rotary-type mechanical equipment state monitoring device characterized by comprising
Task acquisition module is polled for the task queue array based on multipriority, obtains current task, described current Task is the data acquisition session of rotary-type mechanical equipment state monitoring;
Data acquisition module obtains to be analyzed for carrying out data acquisition to the corresponding target device of the data acquisition session Data;
Data analysis module, for carrying out start and stop analytical judgment and exception to the target device according to the data to be analyzed Detection judgement, to realize the status monitoring to the target device.
9. a kind of electronic equipment including memory, processor and stores the calculating that can be run on a memory and on a processor Machine program, which is characterized in that the processor is realized rotary-type as described in any one of claim 1 to 7 when executing described program The step of mechanical equipment state monitoring method.
10. a kind of non-transient computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer Rotary-type mechanical equipment state monitoring method as described in any one of claim 1 to 7 is realized when program is executed by processor Step.
CN201910470295.1A 2019-05-31 2019-05-31 A kind of rotary-type mechanical equipment state monitoring method and equipment Pending CN110233776A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910470295.1A CN110233776A (en) 2019-05-31 2019-05-31 A kind of rotary-type mechanical equipment state monitoring method and equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910470295.1A CN110233776A (en) 2019-05-31 2019-05-31 A kind of rotary-type mechanical equipment state monitoring method and equipment

Publications (1)

Publication Number Publication Date
CN110233776A true CN110233776A (en) 2019-09-13

Family

ID=67858307

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910470295.1A Pending CN110233776A (en) 2019-05-31 2019-05-31 A kind of rotary-type mechanical equipment state monitoring method and equipment

Country Status (1)

Country Link
CN (1) CN110233776A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110996289A (en) * 2019-12-11 2020-04-10 湃方科技(天津)有限责任公司 Intelligent gateway, method and system for machine state monitoring diagnostic instrument
CN112140108A (en) * 2020-09-07 2020-12-29 珠海格力电器股份有限公司 Method, device and equipment for quickly responding to abnormal state and computer readable medium
CN112215982A (en) * 2020-09-28 2021-01-12 广州航新航空科技股份有限公司 Helicopter data acquisition method, system, device and storage medium
CN114061659A (en) * 2021-11-15 2022-02-18 江苏中天互联科技有限公司 Device monitoring method, device, electronic device, storage medium, and program product

Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1584511A (en) * 2004-05-27 2005-02-23 西安交通大学 Intelligent collectingm monitor and collecting monitoring method for large rotary machinery apparatus
CN101135601A (en) * 2007-10-18 2008-03-05 北京英华达电力电子工程科技有限公司 Rotating machinery vibrating failure diagnosis device and method
CN102117275A (en) * 2009-12-31 2011-07-06 北大方正集团有限公司 Method and device for collecting webpage data of direction site based on internet
CN103471841A (en) * 2013-09-30 2013-12-25 国家电网公司 Method for diagnosing vibration faults of rotary machine
CN103631650A (en) * 2012-08-25 2014-03-12 成都勤智数码科技股份有限公司 Collection scheduling method used for IT operation and maintenance system
CN104158699A (en) * 2014-08-08 2014-11-19 广州新科佳都科技有限公司 Data acquisition method based on priority and segmentation
CN106149246A (en) * 2016-06-28 2016-11-23 广州番禺高勋染整设备制造有限公司 Novel cheese dehydrator control system and its implementation
CN106528769A (en) * 2016-11-04 2017-03-22 乐视控股(北京)有限公司 Data acquisition method and apparatus
KR101796728B1 (en) * 2017-04-11 2017-11-10 주식회사 에스에스티 Semiconductor wafer polishing apparatus monitoring system
CN108039035A (en) * 2017-12-19 2018-05-15 安徽容知日新科技股份有限公司 A kind of wireless monitoring device of mechanical equipment and monitoring system
CN108259268A (en) * 2017-12-30 2018-07-06 上海陆家嘴国际金融资产交易市场股份有限公司 Network monitoring data processing method, device, computer equipment and storage medium
CN109765045A (en) * 2019-03-07 2019-05-17 广东省智能制造研究所 It is a kind of for rotating the system and method for class mechanical remote monitoring and fault diagnosis

Patent Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1584511A (en) * 2004-05-27 2005-02-23 西安交通大学 Intelligent collectingm monitor and collecting monitoring method for large rotary machinery apparatus
CN101135601A (en) * 2007-10-18 2008-03-05 北京英华达电力电子工程科技有限公司 Rotating machinery vibrating failure diagnosis device and method
CN102117275A (en) * 2009-12-31 2011-07-06 北大方正集团有限公司 Method and device for collecting webpage data of direction site based on internet
CN103631650A (en) * 2012-08-25 2014-03-12 成都勤智数码科技股份有限公司 Collection scheduling method used for IT operation and maintenance system
CN103471841A (en) * 2013-09-30 2013-12-25 国家电网公司 Method for diagnosing vibration faults of rotary machine
CN104158699A (en) * 2014-08-08 2014-11-19 广州新科佳都科技有限公司 Data acquisition method based on priority and segmentation
CN106149246A (en) * 2016-06-28 2016-11-23 广州番禺高勋染整设备制造有限公司 Novel cheese dehydrator control system and its implementation
CN106528769A (en) * 2016-11-04 2017-03-22 乐视控股(北京)有限公司 Data acquisition method and apparatus
KR101796728B1 (en) * 2017-04-11 2017-11-10 주식회사 에스에스티 Semiconductor wafer polishing apparatus monitoring system
CN108039035A (en) * 2017-12-19 2018-05-15 安徽容知日新科技股份有限公司 A kind of wireless monitoring device of mechanical equipment and monitoring system
CN108259268A (en) * 2017-12-30 2018-07-06 上海陆家嘴国际金融资产交易市场股份有限公司 Network monitoring data processing method, device, computer equipment and storage medium
CN109765045A (en) * 2019-03-07 2019-05-17 广东省智能制造研究所 It is a kind of for rotating the system and method for class mechanical remote monitoring and fault diagnosis

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
李方明: "基于ARM的旋转机械无线监测智能数据采集平台设计", 《中国优秀硕士学位论文全文数据库—信息科技辑》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110996289A (en) * 2019-12-11 2020-04-10 湃方科技(天津)有限责任公司 Intelligent gateway, method and system for machine state monitoring diagnostic instrument
CN112140108A (en) * 2020-09-07 2020-12-29 珠海格力电器股份有限公司 Method, device and equipment for quickly responding to abnormal state and computer readable medium
CN112215982A (en) * 2020-09-28 2021-01-12 广州航新航空科技股份有限公司 Helicopter data acquisition method, system, device and storage medium
CN114061659A (en) * 2021-11-15 2022-02-18 江苏中天互联科技有限公司 Device monitoring method, device, electronic device, storage medium, and program product

Similar Documents

Publication Publication Date Title
CN110233776A (en) A kind of rotary-type mechanical equipment state monitoring method and equipment
CN104022904B (en) Distributed computer room information technoloy equipment management platform
JP2020528996A (en) Display screen quality inspection methods, equipment, electronic devices and storage media
CN105243016B (en) The methods, devices and systems being monitored to the terminal device on test platform
WO2023151523A1 (en) Deep learning programming method and system based on digital twin daas platform
CN109547240B (en) Intelligent device based on edge calculation and access and device analysis method
CN102970104B (en) A kind of method and server obtaining data
CN113516244B (en) Intelligent operation and maintenance method and device, electronic equipment and storage medium
EP3133538A1 (en) Workflow management apparatus, workflow management method, and workflow management program
CN109961196B (en) Method for servicing numerically controlled machine tools and corresponding device
CN110119307A (en) Processing method, device, storage medium and the electronic device of data processing request
CN109167681A (en) Method for monitoring state and device
CN112149866A (en) Intelligent manufacturing workshop anomaly prediction and control method based on edge cloud cooperation
CN114358106A (en) System anomaly detection method and device, computer program product and electronic equipment
CN110413388A (en) Multi-task processing method, device, equipment and storage medium based on operation system
KR20120067649A (en) Apparatus and method for managing status of community robot
CN116224791A (en) Collaborative training control method for intelligent manufacturing collaborative robot edge system
CN105099781A (en) IT infrastructure patrolling method and system
JP2021009604A5 (en)
CN108874646A (en) The method and apparatus for analyzing data
Gilani et al. Alternative controls for soft real-time industrial control services in case of broken cloud links
Franklin Industry 4.0: Real time embedded system with integrated data acquisition
CN114706675A (en) Task deployment method and device based on cloud edge cooperative system
CN109740942B (en) Spacecraft energy system safety autonomous management method and management system
CN107357703A (en) A kind of terminal applies power consumption detection method and server

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
CB03 Change of inventor or designer information
CB03 Change of inventor or designer information

Inventor after: Li Hualai

Inventor after: Li Jinyang

Inventor after: Du Zhike

Inventor after: Zhang Dianrui

Inventor after: Wu Tongda

Inventor before: Li Hualai

Inventor before: Li Jinyang

Inventor before: Du Zhike

Inventor before: Li Wenbin

Inventor before: Zhang Dianrui

Inventor before: Wu Tongda

Inventor before: Liu Yongpan

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20190913