CN111372039A - Monitoring and early warning method, computer device and computer readable storage medium - Google Patents
Monitoring and early warning method, computer device and computer readable storage medium Download PDFInfo
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Abstract
The invention provides a monitoring and early warning method, computer equipment and a computer readable storage medium, wherein the monitoring and early warning method comprises the following steps: acquiring a plurality of modules to be monitored which are continuously integrated in a preset environment; determining feedback information of each module to be monitored after executing a preset script according to module information of each module to be monitored in a preset environment; and judging whether the module to be monitored is abnormal or not according to the feedback information, and sending early warning information to a preset terminal when the module to be monitored is abnormal. Through the technical scheme of the invention, the problems can be found in a priori manner, and the possibility that the problems can be found only after the problems enter the market formally and the use of a user is greatly influenced is reduced.
Description
Technical Field
The invention relates to the technical field of monitoring, in particular to a monitoring early warning method, computer equipment and a computer readable storage medium.
Background
At present, in the related art, when a large amount of data is monitored by using a persistent set, exposure of problems is often realized through accumulation of time and data, however, when the method is practically applied to the market, problem hysteresis caused by the adoption of the scheme can seriously affect the use of the whole system, and meanwhile, due to the fact that exposure of the problems needs to be checked by professionals one by one, extra workload is increased, and the work efficiency is reduced.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art or the related art.
Therefore, the invention aims to provide a monitoring and early warning method.
Another object of the invention is to propose a computer device.
It is a further object of this invention to provide a computer readable storage medium.
In order to achieve the above object, according to the technical solution of the first aspect of the present invention, a monitoring and early warning method is provided, including: acquiring a plurality of modules to be monitored which are continuously integrated in a preset environment; determining feedback information of each module to be monitored after executing a preset script according to module information of each module to be monitored in a preset environment; and judging whether the module to be monitored is abnormal or not according to the feedback information, and sending early warning information to a preset terminal when the module to be monitored is abnormal.
According to the monitoring and early warning method of the technical scheme, the preset environment is determined, and the plurality of modules to be monitored are continuously integrated in the preset environment, so that the object to be monitored is determined, and the subsequent object can be reminded in time when a problem occurs, wherein the plurality of monitoring modules are processes in the same system, the plurality of modules to be monitored can be used in the same process, the plurality of modules to be monitored can also be used in different processes, and the different processes have connection relations. After a plurality of modules to be monitored are obtained, module information of each module to be monitored in a preset environment is determined, the function of each module to be monitored is determined through the module information, feedback information of the corresponding module to be monitored after a preset script is executed is determined according to the determined module information, the feedback information is obtained by adopting a mode of executing the preset script, a plurality of conclusions can be obtained in advance in the process of analyzing the feedback information, whether the corresponding module to be monitored is abnormal or not is determined, and early warning information is sent to a preset terminal to remind the module to be monitored of problems under the condition that the abnormality is determined, so that the problems can be found in a priori manner, the possibility that the problems can be found only after the module to be monitored formally enters the market due to continuous integrated use is reduced, and the use of a user is greatly influenced.
The monitoring and early warning method according to the technical scheme of the invention can also have the following technical characteristics:
in the above technical solution, preferably, the method further includes: searching fault information corresponding to each module to be monitored in a preset database; and establishing a first model according to all the fault information so as to inquire and/or summarize the fault information through the first model.
In the technical scheme, the fault information of each module to be monitored is searched in the preset database, so that the first model is comprehensively determined according to all the fault information, the fault information can be summarized through the established first model, and meanwhile, when the fault information is determined, the module to be monitored with the fault can be directly positioned through the fault information, and the follow-up problem is conveniently processed.
In any of the above technical solutions, preferably, the method further includes: and displaying a query interface, and querying the fault information through the first model according to the query signal received in the query interface.
According to the technical scheme, the fault information is determined to be required to be inquired when the inquiry signal is received in the inquiry interface by displaying the inquiry interface, so that the fault information is inquired through the first model which is established previously, and the module to be monitored with the fault is determined.
In any of the above technical solutions, preferably, determining whether the module to be monitored is abnormal according to the feedback information specifically includes: acquiring a test range corresponding to each module to be monitored in a preset database; judging whether the feedback information belongs to a test range or not, and generating a judgment result; if the judgment result is yes, judging that the module to be monitored is not abnormal, otherwise, judging that the module to be monitored is abnormal.
In the technical scheme, when judging whether the module to be monitored is abnormal, firstly, the module to be monitored is obtained according to a test range which is stored in a preset database and corresponds to the module to be monitored, then the obtained feedback information is compared, when the feedback information is in the test range, the module to be monitored corresponding to the feedback information is considered not to be abnormal at the moment, a monitoring person does not need to process the module to be monitored, understandably, when the feedback information is out of the test range, the module to be monitored corresponding to the feedback information is considered to be abnormal at the moment, and the monitoring person needs to further process the module to be monitored.
In any of the above technical solutions, preferably, the method further includes: determining hardware information constituting a preset environment, and determining a hardware state corresponding to the hardware information; and when the hardware state fails, sending hardware failure information to a preset terminal.
In the technical scheme, the plurality of hardware information is constructed into the preset environment, and the influence states of different hardware information are determined, so that the hardware fault information can be sent outwards when the hardware state fails, the hardware can be checked conveniently, the check on the hardware state is more targeted, and in addition, the hardware fault information can be only used for reminding and can also contain the specific failed hardware position.
The hardware state fault can be a fault generated by a problem of a program of the hardware in the operation process, a fault which cannot normally operate due to a short circuit or an open circuit of a circuit board of the hardware, or a fault which cannot normally communicate due to an abnormal transmission protocol between the hardware.
In any of the above technical solutions, preferably, the sending of the warning information to the preset terminal specifically includes: and sending alarm information to a preset terminal to play early warning audio and/or early warning video.
In the technical scheme, when the early warning information is sent to the preset terminal, the early warning audio or the early warning video can be flexibly selected to be played or the early warning audio and the early warning video can be simultaneously played according to the specific hardware of the preset terminal, so that a user can visually know whether a fault occurs currently through the audio or the video played by the preset terminal, and the troubleshooting efficiency of the fault is improved.
Specifically, if the hardware of presetting the terminal possesses display device, then can play the early warning video, if the hardware of presetting the terminal possesses speaker equipment, then can play the early warning audio.
The early warning information sent to the preset terminal can be connected in a wired mode or in a wireless mode.
In any of the above technical solutions, preferably, determining feedback information of the module to be monitored after executing the preset script specifically includes: acquiring a plurality of processing flows in a preset environment; and establishing a corresponding preset script according to each processing flow, and determining feedback information corresponding to the module to be monitored after the module to be monitored executes the preset script.
According to the technical scheme, when the feedback information is determined, a plurality of processing flows required by the preset environment are obtained, a corresponding preset script is established according to each processing flow, so that the processing result of the processing flow is simulated by executing the preset script, finally, after the corresponding preset script is executed by the module to be monitored, the feedback information corresponding to the module to be monitored can be determined according to the processing result, the plurality of processing flows in the preset environment can be simulated by setting the preset script, the corresponding processing result can be obtained under the condition that the processing flows are not required to be actually executed, and the troubleshooting is facilitated.
Specifically, the processing flow includes but is not limited to: and constructing different work flows such as test admission, regression test, pre-online and the like every day.
In any of the above technical solutions, preferably, the preset script specifically includes: environment test scripts, system test scripts, and service scripts.
In the technical scheme, the preset script can be an environment test script to simulate specific parameters of a preset environment where the module to be monitored is located, so as to determine abnormal conditions of the module to be monitored in different application environments; the preset script can also be a system test script so as to simulate systems operated by different modules to be monitored.
Specifically, the environment test script can test the stability of the environment where the module to be monitored is located, the system test script can test the stability of the system where the module to be monitored operates, and the service script can test the service state of the module to be monitored so as to perform different arrangements on the module to be monitored under different conditions.
According to a second aspect of the present invention, a computer device is provided, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, and when the processor executes the computer program, the monitoring and early warning method according to any one of the first aspect of the present invention is implemented.
According to the computer device in the technical solution of the present invention, since the computer program capable of running on the computer device is stored in the storage device, when the computer program is executed by the processor, any of the above monitoring and early warning methods can be implemented, so that the computer device has the beneficial effects of any of the above monitoring and early warning methods, and details thereof are not repeated herein.
According to an embodiment of the third aspect of the present invention, a computer-readable storage medium is provided, on which a computer program is stored, and when being executed by a processor, the computer program implements any one of the monitoring and early warning methods in the first aspect.
According to the computer-readable storage medium of the technical solution of the present invention, since the computer program corresponding to the monitoring and early warning method is stored thereon, the computer-readable storage medium has the beneficial effects of any of the monitoring and early warning methods described above, and is not described herein again.
Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
The above and/or additional aspects and advantages of the present invention will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
FIG. 1 shows a schematic flow diagram of a monitoring and forewarning method according to one embodiment of the invention;
FIG. 2 shows a flow diagram of a monitoring and forewarning method according to another embodiment of the invention;
FIG. 3 shows a flow diagram of a monitoring and forewarning method according to yet another embodiment of the invention;
FIG. 4 shows a flow diagram of a monitoring and forewarning method according to yet another embodiment of the invention;
FIG. 5 shows a flow diagram of a monitoring and forewarning method according to yet another embodiment of the invention;
FIG. 6 shows a block diagram of a computer device, according to an embodiment of the invention.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, a more particular description of the invention will be rendered by reference to the appended drawings. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention, however, the present invention may be practiced in other ways than those specifically described herein, and therefore the scope of the present invention is not limited by the specific embodiments disclosed below.
Fig. 1 shows a schematic flow diagram of a monitoring and forewarning method according to an embodiment of the invention.
As shown in fig. 1, according to an embodiment of the present invention, a monitoring and early warning method is provided, including: step S102, obtaining a plurality of modules to be monitored which are continuously integrated in a preset environment; step S104, determining feedback information of the module to be monitored after executing a preset script according to the module information of each module to be monitored in a preset environment; and S106, judging whether the module to be monitored is abnormal or not according to the feedback information, and sending early warning information to a preset terminal when the abnormality occurs.
According to the monitoring and early warning method provided by the embodiment of the invention, a preset environment is determined, and a plurality of modules to be monitored are continuously integrated in the preset environment, so that an object to be monitored is determined, and the object can be timely reminded when a problem occurs in the subsequent object, wherein the plurality of monitoring modules are processes in the same system, the plurality of modules to be monitored can be used in the same process, the plurality of modules to be monitored can also be used in different processes, and the different processes have connection relations. After a plurality of modules to be monitored are obtained, module information of each module to be monitored in a preset environment is determined, the function of each module to be monitored is determined through the module information, feedback information of the corresponding module to be monitored after a preset script is executed is determined according to the determined module information, the feedback information is obtained by adopting a mode of executing the preset script, a plurality of conclusions can be obtained in advance in the process of analyzing the feedback information, whether the corresponding module to be monitored is abnormal or not is determined, and early warning information is sent to a preset terminal to remind the module to be monitored of problems under the condition that the abnormality is determined, so that the problems can be found in a priori manner, the possibility that the problems can be found only after the module to be monitored formally enters the market due to continuous integrated use is reduced, and the use of a user is greatly influenced.
Fig. 2 shows a schematic flow diagram of a monitoring and forewarning method according to another embodiment of the invention.
As shown in fig. 2, according to an embodiment of the present invention, a monitoring and early warning method is provided, including: step S202, obtaining a plurality of modules to be monitored which are continuously integrated in a preset environment; step S204, determining feedback information of the module to be monitored after executing a preset script according to the module information of each module to be monitored in a preset environment; step S206, judging whether the module to be monitored is abnormal or not according to the feedback information, and sending early warning information to a preset terminal when the abnormality occurs; step S208, searching the fault information corresponding to each module to be monitored in a preset database; step S210, a first model is established according to all the fault information, so that the fault information can be inquired and/or summarized through the first model.
In this embodiment, on the basis of the above embodiment, the fault information of each module to be monitored is searched in the preset database, so that the first model is comprehensively determined according to all the fault information when being established, the fault information can be summarized through the established first model, and meanwhile, when the fault information is determined, the module to be monitored having a problem can be directly positioned through the fault information, and the subsequent problem can be conveniently processed.
Fig. 3 shows a schematic flow diagram of a monitoring and forewarning method according to another embodiment of the invention.
As shown in fig. 3, according to an embodiment of the present invention, a monitoring and early warning method is provided, including: step S302, obtaining a plurality of modules to be monitored which are continuously integrated in a preset environment; step S304, determining feedback information of the module to be monitored after executing a preset script according to the module information of each module to be monitored in a preset environment; step S306, judging whether the module to be monitored is abnormal or not according to the feedback information, and sending early warning information to a preset terminal when the abnormality occurs; step S308, searching the fault information corresponding to each module to be monitored in a preset database; step S310, establishing a first model according to all fault information so as to inquire and/or summarize the fault information through the first model; step S312, displaying a query interface, and querying the fault information through the first model according to the query signal received in the query interface.
In this embodiment, on the basis of the above embodiment, when the query signal is received in the query interface, it is determined that the fault information needs to be queried by displaying the query interface, so that the fault information is queried by the first model that has been established so far, and the module to be monitored that has a fault is determined.
As shown in fig. 4, according to an embodiment of the present invention, a monitoring and early warning method is provided, including: step S402, obtaining a plurality of modules to be monitored which are continuously integrated in a preset environment; step S404, determining feedback information of the module to be monitored after executing the preset script according to the module information of each module to be monitored in the preset environment; step S406, acquiring a test range corresponding to each module to be monitored in a preset database; step S408, judging whether the feedback information belongs to a test range, and generating a judgment result; and step S410, if the judgment result is yes, judging that the module to be monitored is not abnormal, otherwise, judging that the module to be monitored is abnormal and sending early warning information to a preset terminal.
In this embodiment, when determining whether the module to be monitored is abnormal, the module to be monitored is firstly obtained according to the test range corresponding to the module to be monitored, which is stored in the preset database, and then the feedback information obtained before is compared, when the feedback information is in the test range, it is determined that the module to be monitored corresponding to the feedback information is not abnormal at this time, and a monitoring person does not need to process the module to be monitored, and it can be understood that when the feedback information is outside the test range, it is determined that the module to be monitored corresponding to the feedback information is abnormal at this time, and the monitoring person needs to further process the module to be monitored.
As shown in fig. 5, according to an embodiment of the present invention, a monitoring and early warning method is provided, including: step S502, obtaining a plurality of modules to be monitored which are continuously integrated in a preset environment; step S504, according to the module information of each module to be monitored in the preset environment, determining the feedback information of the module to be monitored after executing the preset script; step S506, acquiring a test range corresponding to each module to be monitored in a preset database; step S508, judge whether the feedback information belongs to the test range, produce the judged result; step S510, if the judgment result is yes, judging that the module to be monitored is not abnormal, otherwise, judging that the module to be monitored is abnormal and sending early warning information to a preset terminal; step S512, determining hardware information constructing a preset environment, and determining a hardware state corresponding to the hardware information; and step S514, when the hardware state fails, sending hardware failure information to a preset terminal.
In this embodiment, on the basis of the above-described embodiment, since a plurality of pieces of hardware information construct a preset environment, by determining the influence states of different pieces of hardware information, hardware failure information can be sent out when a hardware state fails, so as to facilitate checking of hardware, and thus checking of the hardware state is more pertinent.
The hardware state fault can be a fault generated by a problem of a program of the hardware in the operation process, a fault which cannot normally operate due to a short circuit or an open circuit of a circuit board of the hardware, or a fault which cannot normally communicate due to an abnormal transmission protocol between the hardware.
In any of the above embodiments, preferably, the sending the warning information to the preset terminal specifically includes: and sending alarm information to a preset terminal to play early warning audio and/or early warning video.
In this embodiment, when the warning information is sent to the preset terminal, the user can flexibly select to play the warning audio or the warning video or simultaneously play the warning audio and the warning video according to the specific hardware of the preset terminal, so that the user can visually know whether the fault occurs currently through the audio or the video played by the preset terminal, and the troubleshooting efficiency of the fault is improved.
Specifically, if the hardware of presetting the terminal possesses display device, then can play the early warning video, if the hardware of presetting the terminal possesses speaker equipment, then can play the early warning audio.
The early warning information sent to the preset terminal can be connected in a wired mode or in a wireless mode.
In any of the above embodiments, preferably, determining feedback information of the module to be monitored after executing the preset script specifically includes: acquiring a plurality of processing flows in a preset environment; and establishing a corresponding preset script according to each processing flow, and determining feedback information corresponding to the module to be monitored after the module to be monitored executes the preset script.
In this embodiment, when determining the feedback information, a plurality of processing flows required for forming the preset environment are obtained, a corresponding preset script is established according to each processing flow, so as to simulate a processing result of the processing flow by executing the preset script, and finally, after the module to be monitored executes the corresponding preset script, the feedback information corresponding to the module to be monitored can be determined according to the processing result, and the plurality of processing flows in the preset environment can be simulated by setting the preset script.
Specifically, the processing flow includes but is not limited to: and constructing different work flows such as test admission, regression test, pre-online and the like every day.
The preset script can be an environment test script to simulate specific parameters of a preset environment where the module to be monitored is located, so as to determine abnormal conditions of the module to be monitored in different application environments; the preset script can also be a system test script so as to simulate systems operated by different modules to be monitored.
Specifically, the environment test script can test the stability of the environment where the module to be monitored is located, the system test script can test the stability of the system where the module to be monitored operates, and the service script can test the service state of the module to be monitored so as to perform targeted selective execution according to different service states.
The preset script can monitor the environment to locate machine faults, such as memory, processor or io state abnormality, service link abnormality, service process loss, or error log printing.
As shown in fig. 6, according to an embodiment of the second aspect of the present invention, a computer device 1 is provided, which includes a memory 10, a processor 12, and a computer program stored on the memory 10 and executable on the processor 12, and when the computer program is executed by the processor 12, the monitoring and early warning method according to any one of the technical solutions of the first aspect is implemented.
According to the computer device of the embodiment of the present invention, since the computer program capable of being executed on the computer device is stored in the storage device, when the computer program is executed by the processor, any of the above monitoring and early warning methods can be implemented, so that the computer device has the beneficial effects of any of the above monitoring and early warning methods, and details are not repeated herein.
A further embodiment of the present invention provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements any monitoring and early warning method in the technical solutions of the first aspect.
According to the computer-readable storage medium of the technical solution of the present invention, since the computer program corresponding to the monitoring and early warning method is stored thereon, the computer-readable storage medium has the beneficial effects of any of the monitoring and early warning methods described above, and is not described herein again.
The technical scheme of the invention is explained in detail in the above with the help of the attached drawings, so that problems can be found in a priori, and the possibility that the problems can be found only after the problems formally enter the market and the use of a user is greatly influenced is reduced.
The steps in the method of the embodiment of the invention can be sequentially adjusted, combined and deleted according to actual needs.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It should be noted that in the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention may be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names.
While preferred embodiments of the present invention 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 appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (10)
1. A monitoring and early warning method is characterized by comprising the following steps:
acquiring a plurality of modules to be monitored which are continuously integrated in a preset environment;
determining feedback information of each module to be monitored after executing a preset script according to module information of each module to be monitored in the preset environment;
and judging whether the module to be monitored is abnormal or not according to the feedback information, and sending early warning information to a preset terminal when the abnormality occurs.
2. The monitoring and pre-warning method according to claim 1, further comprising:
searching fault information corresponding to each module to be monitored in a preset database;
and establishing a first model according to all the fault information so as to inquire and/or summarize the fault information through the first model.
3. The monitoring and pre-warning method according to claim 2, further comprising:
and displaying a query interface, and querying the fault information through the first model according to a query signal received in the query interface.
4. The monitoring and early warning method according to claim 2, wherein the determining whether the module to be monitored is abnormal according to the feedback information specifically comprises:
acquiring a test range corresponding to each module to be monitored in a preset database;
judging whether the feedback information belongs to the test range or not, and generating a judgment result;
if the judgment result is yes, judging that the module to be monitored is not abnormal, otherwise, judging that the module to be monitored is abnormal.
5. The monitoring and pre-warning method according to claim 4, further comprising:
determining hardware information constructing the preset environment, and determining a hardware state corresponding to the hardware information;
and when the hardware state fails, sending hardware failure information to a preset terminal.
6. The monitoring and early warning method according to claim 1, wherein the sending of the early warning information to the preset terminal specifically comprises:
and sending alarm information to a preset terminal to play early warning audio and/or early warning video.
7. The monitoring and early warning method according to any one of claims 1 to 6, wherein the determining feedback information of the module to be monitored after executing a preset script specifically comprises:
acquiring a plurality of processing flows in a preset environment;
and establishing a corresponding preset script according to each processing flow, and determining feedback information corresponding to the module to be monitored after the module to be monitored executes the preset script.
8. The monitoring and early-warning method according to claim 7, wherein the preset script specifically comprises:
environment test scripts, system test scripts, and service scripts.
9. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the monitoring and warning method according to any one of claims 1 to 8 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, implements the monitoring and warning method according to any one of claims 1 to 8.
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| CN114844800A (en) * | 2022-04-28 | 2022-08-02 | 用友汽车信息科技（上海）股份有限公司 | Equipment abnormality detection method and device, readable storage medium and electronic equipment |
| CN117215787A (en) * | 2023-09-14 | 2023-12-12 | 北京中水科水电科技开发有限公司 | Man-machine interaction method, system and related equipment for flow execution of pumped storage unit |
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| CN114844800B (en) * | 2022-04-28 | 2024-04-23 | 用友汽车信息科技（上海）股份有限公司 | Abnormality detection method and device for equipment, readable storage medium and electronic equipment |
| CN117215787A (en) * | 2023-09-14 | 2023-12-12 | 北京中水科水电科技开发有限公司 | Man-machine interaction method, system and related equipment for flow execution of pumped storage unit |
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