CN114374596A - Alarm information display method, device, equipment and product - Google Patents

Alarm information display method, device, equipment and product Download PDF

Info

Publication number
CN114374596A
CN114374596A CN202111423921.5A CN202111423921A CN114374596A CN 114374596 A CN114374596 A CN 114374596A CN 202111423921 A CN202111423921 A CN 202111423921A CN 114374596 A CN114374596 A CN 114374596A
Authority
CN
China
Prior art keywords
alarm
information
data stream
alarm information
reason
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
CN202111423921.5A
Other languages
Chinese (zh)
Inventor
黄国庆
范小波
覃广华
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.)
Beijing MetarNet Technologies Co Ltd
Original Assignee
Beijing MetarNet Technologies 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 Beijing MetarNet Technologies Co Ltd filed Critical Beijing MetarNet Technologies Co Ltd
Priority to CN202111423921.5A priority Critical patent/CN114374596A/en
Publication of CN114374596A publication Critical patent/CN114374596A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0631Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/02Knowledge representation; Symbolic representation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0686Additional information in the notification, e.g. enhancement of specific meta-data

Landscapes

  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Theoretical Computer Science (AREA)
  • Computing Systems (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

The invention provides a method, a device, equipment and a product for displaying alarm information, which relate to the technical field of information processing, and the method comprises the following steps: acquiring alarm information, inputting the alarm information into a preset knowledge base, and acquiring an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information; extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream; and displaying the data stream. The invention can form dynamic data flow, and then can enable the communication integrated network management application of the network management system to realize dynamic voice playing when the data flow is displayed, thereby improving the human-computer interaction experience of the service application.

Description

Alarm information display method, device, equipment and product
Technical Field
The invention relates to the technical field of information processing, in particular to a method, a device, equipment and a product for displaying alarm information.
Background
At present, the general alarm information display mode is to play the alarm information of the network management system through a prompt tone, but the content played by the prompt tone play mode can only be in a fixed format and fixed content, and dynamic voice broadcast is not supported.
Disclosure of Invention
The invention provides an alarm information display method, device, equipment and product, which are used for overcoming the defects of a voice or recording prompt mode with a fixed format and fixed content in the prior art, realizing the formation of dynamic data stream and improving the human-computer interaction experience of service application.
The invention provides an alarm information display method, which comprises the following steps:
acquiring alarm information, inputting the alarm information into a preset knowledge base, and acquiring an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and displaying the data stream.
According to the alarm information display method provided by the invention, the alarm information is acquired and input into a preset knowledge base to obtain the alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan, and the method comprises the following steps:
acquiring alarm information, and inputting the alarm information into the alarm experience model to obtain the alarm reason output by the alarm experience model;
and inputting the alarm information and the alarm reason into the alarm plan model to obtain the solution plan output by the alarm plan model.
According to the alarm information display method provided by the invention, the alarm information, the alarm reason and the characteristic information of the solution plan are extracted, and the characteristic information is combined to form a data stream, and the method specifically comprises the following steps:
combining the alarm information, the alarm reason and the solution plan to form an alarm text;
extracting the characteristic information of the alarm text;
filtering the characteristic information according to a preset rule, and combining the filtered characteristic information;
and converting the combined characteristic information to form the data stream.
According to the alarm information display method provided by the invention, the displaying of the data stream specifically comprises the following steps:
when a user needs to acquire the data stream in real time, converting the data stream into a voice stream, and playing the voice stream;
and when the user does not need to acquire the data stream in real time, converting the data stream into a voice stream, and when the user triggers the data stream, playing the voice stream.
According to the method for displaying the alarm information provided by the invention, when a user needs to acquire the data stream in real time, the data stream is converted into a voice stream, and the voice stream is played, and the method specifically comprises the following steps:
when a user needs to acquire the data stream in real time, decoding the data stream into a real-time voice stream, and playing the real-time voice stream.
According to the method for displaying the alarm information provided by the invention, when the user does not need to acquire the data stream in real time, the data stream is converted into the voice stream, and when the user triggers the data stream, the voice stream is played, and the method specifically comprises the following steps:
when a user does not need to acquire the data stream in real time, converting the data stream into a cache voice stream;
and acquiring a trigger request of a user, and playing the cache voice stream based on the trigger request.
The invention also provides an alarm information display device, which comprises:
the first generation module is used for acquiring alarm information and inputting the alarm information into a preset knowledge base to obtain an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
the second generation module is used for extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and the display module is used for displaying the data stream.
The invention also provides an electronic device, which comprises a memory, a processor and a computer program which is stored on the memory and can run on the processor, wherein the processor executes the program to realize the steps of any one of the alarm information display methods.
The present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when being executed by a processor, carries out the steps of the alarm information presentation method as described in any of the above.
The invention also provides a computer program product comprising a computer program which, when executed by a processor, performs the steps of displaying the alert information as described in any of the above.
The method, the device, the equipment and the product for displaying the alarm information are different from a voice or recording prompting mode with fixed format and fixed content in the prior art, after the alarm information is collected, the alarm information is input to a preset knowledge base to obtain the alarm reason and the solution plan corresponding to the alarm information, the alarm reason and the characteristic information in the solution plan are extracted and combined into a data stream, so that a dynamic data stream can be formed, and then when the data stream is displayed, the dynamic voice playing can be realized by the communication integrated network management application of a network management system, and the human-computer interaction experience of the service application is improved.
Drawings
In order to more clearly illustrate the technical solutions of the present invention or the prior art, the drawings needed for the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and those skilled in the art can also obtain other drawings according to the drawings without creative efforts.
FIG. 1 is a flow chart of a method for displaying alarm information according to the present invention;
fig. 2 is a flowchart illustrating a step S100 in the method for displaying alarm information according to the present invention;
fig. 3 is a flowchart illustrating a step S200 in the method for displaying alarm information according to the present invention;
FIG. 4 is a schematic structural diagram of an alarm information display device provided by the present invention;
FIG. 5 is a schematic structural diagram of a first generation module in the warning information display apparatus provided by the present invention;
FIG. 6 is a schematic structural diagram of a second generation module in the warning information display apparatus according to the present invention;
fig. 7 is a schematic structural diagram of an electronic device provided by the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is obvious that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
For a network management system, a general display mode of alarm information is to play the alarm information of the network management system through a prompt tone, but the content played in the prompt tone playing mode can only be in a fixed format and fixed content, dynamic voice broadcast is not supported, the alarm information cannot be accurately displayed in the display mode, and human-computer interaction experience is poor.
In addition, in order to play the prompt tone, the network management system needs to support voice broadcast through an internet voice platform plug-in program, but part of the network management system is in an environment of a system internal network, and cannot be connected with the internet, and only the text-to-speech (TTS) engine technology can be used for playing the prompt tone.
The method is different from the voice or recording prompting mode with fixed format and fixed content in the prior art, can enable the communication comprehensive network management application of the network management system to realize dynamic voice playing and improve the human-computer interaction experience of service application, and is specifically based on TTS technology, and comprises the following steps:
s100, acquiring alarm information, inputting the alarm information into a preset knowledge base, and obtaining alarm reasons corresponding to the alarm information output by the preset knowledge base and a solution plan. In the method, the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on sample alarm information and sample reason training corresponding to the sample information.
In this embodiment, the alarm reason is the reason for generating the corresponding alarm information, sample alarm information is formed through the historical alarm information, and an alarm experience model is trained by using the sample reason to form a trained alarm experience model (library); the solution plan is a corresponding processing scheme after the corresponding alarm information occurs, and an alarm plan model is trained through historical alarm information and alarm reasons to form a trained alarm plan model (library).
In some possible embodiments, the object for acquiring the alarm information may be a device, a board, a port, a link, or the like, and the alarm information of the object is acquired through an information acquisition interface of the network management system. Optionally, the alarm information includes an alarm object.
S200, extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream.
In this embodiment, the alarm information, the alarm reason, and the solution plan obtained in step S100 may be combined into an alarm text, and stored in a database, so as to facilitate the feature extraction in step S200, and after the feature information is extracted, a data stream is formed.
And S300, displaying the data stream. Optionally, step S300 adopts a voice playing mode for displaying.
The method for displaying the alarm information is different from a voice or recording prompting mode with a fixed format and fixed content in the prior art, after the alarm information is collected, the alarm information is input to a preset knowledge base to obtain the alarm reason corresponding to the alarm information and the solution plan, the alarm information, the alarm reason and the characteristic information in the solution plan are extracted and then combined into a data stream, so that a dynamic data stream can be formed, and then when the data stream is displayed, the dynamic voice playing can be realized by the communication comprehensive network management application of a network management system, and the service application man-machine interaction experience is improved.
The following describes the alarm information display method of the present invention with reference to fig. 2, and step S100 includes the following steps:
s110, acquiring alarm information, and inputting the alarm information into an alarm experience model to obtain an alarm reason output by the alarm experience model;
and S120, inputting the alarm information and the alarm reason into an alarm plan model to obtain a solution plan output by the alarm plan model.
The following describes the alarm information display method of the present invention with reference to fig. 3, where step S200 specifically includes the following steps:
and S210, combining the alarm information, the alarm reason and the solution plan to form an alarm text.
In the present embodiment, the combined alarm text includes, but is not limited to, alarm device information, board information, failure details, possible reasons, solution plans, and the like.
And S220, extracting the characteristic information of the alarm text. The characteristic information is the respective key information of the alarm information, the alarm reason and the solution plan.
And S230, filtering the characteristic information according to a preset rule, and combining the filtered characteristic information.
The purpose of step S230 is to filter out invalid or spam information in the feature information.
And S240, converting the combined characteristic information to form a data stream.
In this embodiment, a series of processing of combining, filtering and forming a data stream may be performed by a corresponding speech processing engine, specifically, after the alarm text is input to the speech processing engine, the data stream is formed through the steps of combining, filtering and converting, where the converting refers to converting the playable speech file into the data stream after the alarm text is input to the speech processing engine, and after the alarm text is combined and filtered, the playable speech file is formed.
Therefore, optionally, in order to facilitate understanding of the data stream, a chinese speech processing engine is selected in the method, that is, the alarm text is input to the speech processing engine, and after being combined and filtered, a playable chinese speech file is obtained.
In this embodiment, step S300 specifically includes the following two cases according to the service requirement:
1) when a user needs to acquire the data stream in real time, the data stream is converted into a voice stream, and the voice stream is played.
For example, when a user needs to play a data stream in real time, the data stream is converted to form a shorter voice stream, in this case, the conversion process and the push process are performed synchronously, and a front end, such as a client browser, installs a monitoring thread and automatically plays the data stream in real time after receiving the corresponding voice stream.
Therefore, step S300 here is: when a user needs to acquire the data stream in real time, the data stream is decoded into a real-time voice stream, and the real-time voice stream is played. The decoding step may be implemented by an installed listening thread.
For example, when the application scenario of the method is an on-duty process, if the formed alert text (i.e. on-duty report) exceeds a preset number of words, for example, 100 words (the corresponding converted voice stream exceeds a preset duration, for example, 30 seconds), the alert text is converted into a sound file (generally stored in wav format) before the audio file needs to be played, and the sound file is opened when the user generates a corresponding trigger request and needs to be played, for example, in a front-end client browser, the user clicks a play button to play the audio file after selecting the sound file.
It will be appreciated that the second scenario may be applicable to an unobstructed application scenario, with language processing contemplated for some non-real-time type text messages.
Therefore, step S300 here is:
when a user does not need to acquire the data stream in real time, converting the data stream into a cache voice stream;
and acquiring a trigger request of a user, and playing the cache voice stream based on the trigger request.
In this embodiment, the whole background conversion process is independent of the original warning query statistical program, the conversion performance is related to the performance of the server, and the main influence of the performance is whether real-time voice is converted in time and pushed to the foreground without being influenced by the performance of the client webpage and the browser, and meanwhile, voice broadcasting is not realized by using other internet plug-in programs.
The following describes the alarm information display device provided by the present invention, and the alarm information display device described below and the alarm information display method described above may be referred to in correspondence with each other.
The following describes, with reference to fig. 4, an alarm information display apparatus of the present invention, which is different from a voice or recorded sound prompting mode with a fixed format and fixed content in the prior art, and which enables a communication integrated network management application of a network management system to implement dynamic voice playing and improve human-computer interaction experience of service applications, and specifically, the present invention is also based on a TTS technology, and the apparatus includes:
the first generating module 100 is configured to obtain alarm information, input the alarm information into a preset knowledge base, and obtain an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan. In the device, the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on sample alarm information and sample reason training corresponding to the sample information.
In this embodiment, the alarm reason is the reason for generating the corresponding alarm information, sample alarm information is formed through the historical alarm information, and an alarm experience model is trained by using the sample reason to form a trained alarm experience model (library); the solution plan is a corresponding processing scheme after the corresponding alarm information occurs, and an alarm plan model is trained through historical alarm information and alarm reasons to form a trained alarm plan model (library).
In some possible embodiments, the object for acquiring the alarm information may be a device, a board, a port, a link, or the like, and the alarm information of the object is acquired through an information acquisition interface of the network management system. Optionally, the alarm information includes an alarm object.
The second generating module 200 is configured to extract the alarm information, the alarm reason, and the feature information of the solution plan, and combine the feature information to form a data stream.
In this embodiment, the alarm information, the alarm reason, and the solution plan obtained by the first generating module 100 may be combined into an alarm text, and the alarm text is stored in the database, so as to facilitate the feature extraction of the second generating module 200, and after the feature information is extracted, a data stream is formed.
A presentation module 300 for presenting a data stream. Optionally, the display module 300 adopts a voice playing mode to display.
The alarm information display device is different from a voice or recording prompting mode with a fixed format and fixed content in the prior art, after the alarm information is collected, the alarm information is input to a preset knowledge base to obtain the alarm reason and the solution plan corresponding to the alarm information, the alarm reason and the characteristic information in the solution plan are extracted and then combined into a data stream, so that a dynamic data stream can be formed, and then, when the data stream is displayed, the dynamic voice playing can be realized by the communication comprehensive network management application of a network management system, and the service application man-machine interaction experience is improved.
In the following, the alarm information displaying apparatus of the present invention is described with reference to fig. 5, and the first generating module 100 includes:
the first generating unit 110 is configured to obtain alarm information, input the alarm information into an alarm experience model, and obtain an alarm reason output by the alarm experience model;
the second generating unit 120 is configured to input the alarm information and the alarm reason into the alarm plan model, so as to obtain a solution plan output by the alarm plan model.
In the following, the alarm information displaying apparatus of the present invention is described with reference to fig. 6, where the second generating module 200 specifically includes:
and the combining unit 210 is used for combining the alarm information, the alarm reason and the solution plan to form an alarm text.
In the present embodiment, the combined alarm text includes, but is not limited to, alarm device information, board information, failure details, possible reasons, solution plans, and the like.
The extracting unit 220 is configured to extract feature information of the alert text. The characteristic information is the respective key information of the alarm information, the alarm reason and the solution plan.
The filtering unit 230 is configured to filter the feature information according to a preset rule, and combine the filtered feature information.
The purpose of the third generation unit 230 is to filter out invalid or spam information in the feature information.
The third generating unit 240 performs conversion processing on the combined feature information to form a data stream.
In this embodiment, a series of processing of combining, filtering and forming a data stream may be performed by a corresponding speech processing engine, specifically, after the alarm text is input to the speech processing engine, the data stream is formed through the steps of combining, filtering and converting, where the converting refers to converting the playable speech file into the data stream after the alarm text is input to the speech processing engine, and after the alarm text is combined and filtered, the playable speech file is formed.
Therefore, optionally, in order to facilitate understanding of the data stream, a chinese speech processing engine is selected in the device, that is, the warning text is input to the speech processing engine and is combined and filtered to obtain a playable chinese speech file.
In this embodiment, the demonstration module 300 specifically includes the following two situations according to the service requirement:
1) when a user needs to acquire the data stream in real time, the data stream is converted into a voice stream, and the voice stream is played.
For example, when a user needs to play a data stream in real time, the data stream is converted to form a shorter voice stream, in this case, the conversion process and the push process are performed synchronously, and a front end, such as a client browser, installs a monitoring thread and automatically plays the data stream in real time after receiving the corresponding voice stream.
Thus, at this point, the display module 300 is: when a user needs to acquire the data stream in real time, the data stream is decoded into a real-time voice stream, and the real-time voice stream is played. The decoding step may be implemented by an installed listening thread.
For example, when the application scenario of the device is the process of on duty, if the formed warning text (i.e. the on duty report) exceeds the preset number of words, for example, 100 words (the corresponding converted voice stream exceeds the preset duration, for example, 30 seconds), the warning text is converted into a sound file (generally stored in wav format) before the sound file needs to be played, and the sound file is opened when the user generates a corresponding trigger request to be played, for example, in a front-end client browser, the user clicks a play button to play the sound file after selecting the sound file.
It will be appreciated that the second scenario may be applicable to an unobstructed application scenario, with language processing contemplated for some non-real-time type text messages.
Thus, at this point, the display module 300 is:
when a user does not need to acquire the data stream in real time, converting the data stream into a cache voice stream;
and acquiring a trigger request of a user, and playing the cache voice stream based on the trigger request.
Fig. 7 illustrates a physical structure diagram of an electronic device, and as shown in fig. 7, the electronic device may include: a processor (processor)810, a communication Interface 820, a memory 830 and a communication bus 840, wherein the processor 810, the communication Interface 820 and the memory 830 communicate with each other via the communication bus 840. The processor 810 may call logic instructions in the memory 830 to perform an alert information presentation method comprising the steps of:
s100, acquiring alarm information, inputting the alarm information into a preset knowledge base, and acquiring an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
s200, extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and S300, displaying the data stream.
In addition, the logic instructions in the memory 830 may be implemented in software functional units and stored in a computer readable storage medium when the logic instructions are sold or used as independent products. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In another aspect, the present invention further provides a computer program product, where the computer program product includes a computer program, the computer program may be stored on a non-transitory computer readable storage medium, and when the computer program is executed by a processor, a computer can execute the method for displaying alarm information provided by the above methods, where the method includes the following steps:
s100, acquiring alarm information, inputting the alarm information into a preset knowledge base, and acquiring an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
s200, extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and S300, displaying the data stream.
In still another aspect, the present invention also provides a non-transitory computer-readable storage medium, on which a computer program is stored, the computer program being implemented by a processor to execute the method for displaying alarm information provided by the above methods, the method comprising the following steps:
s100, acquiring alarm information, inputting the alarm information into a preset knowledge base, and acquiring an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
s200, extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and S300, displaying the data stream.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (10)

1. A warning information display method is characterized by comprising the following steps:
acquiring alarm information, inputting the alarm information into a preset knowledge base, and acquiring an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and displaying the data stream.
2. The method for displaying alarm information according to claim 1, wherein the step of obtaining alarm information and inputting the alarm information into a preset knowledge base to obtain an alarm reason and a solution plan corresponding to the alarm information output by the preset knowledge base comprises the following steps:
acquiring alarm information, and inputting the alarm information into the alarm experience model to obtain the alarm reason output by the alarm experience model;
and inputting the alarm information and the alarm reason into the alarm plan model to obtain the solution plan output by the alarm plan model.
3. The method for displaying alarm information according to claim 1, wherein the extracting the alarm information, the alarm reason, and the feature information of the solution plan, and combining the feature information to form a data stream specifically includes the following steps:
combining the alarm information, the alarm reason and the solution plan to form an alarm text;
extracting the characteristic information of the alarm text;
filtering the characteristic information according to a preset rule, and combining the filtered characteristic information;
and converting the combined characteristic information to form the data stream.
4. The method for displaying alarm information according to claim 1, wherein the displaying the data stream specifically includes:
when a user needs to acquire the data stream in real time, converting the data stream into a voice stream, and playing the voice stream;
and when the user does not need to acquire the data stream in real time, converting the data stream into a voice stream, and when the user triggers the data stream, playing the voice stream.
5. The method for displaying alarm information according to claim 4, wherein when the user needs to obtain the data stream in real time, the converting the data stream into a voice stream and playing the voice stream specifically comprises:
when a user needs to acquire the data stream in real time, decoding the data stream into a real-time voice stream, and playing the real-time voice stream.
6. The method for displaying alarm information according to claim 4, wherein when the user does not need to obtain the data stream in real time, the data stream is converted into a voice stream, and when the user triggers the data stream, the voice stream is played, specifically including:
when a user does not need to acquire the data stream in real time, converting the data stream into a cache voice stream;
and acquiring a trigger request of a user, and playing the cache voice stream based on the trigger request.
7. An alarm information display device, comprising:
the first generation module is used for acquiring alarm information and inputting the alarm information into a preset knowledge base to obtain an alarm reason corresponding to the alarm information output by the preset knowledge base and a solution plan; the preset knowledge base comprises an alarm experience model obtained based on sample alarm information training and an alarm plan model obtained based on the sample alarm information and sample reason training corresponding to the sample information;
the second generation module is used for extracting the alarm information, the alarm reason and the characteristic information of the solution plan, and combining the characteristic information to form a data stream;
and the display module is used for displaying the data stream.
8. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the alert information presentation method according to any one of claims 1 to 6 when executing the program.
9. A non-transitory computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the alert information presentation method according to any one of claims 1 to 6.
10. A computer program product comprising a computer program, characterized in that the computer program realizes the steps of the alert information presentation method according to any one of claims 1 to 6 when executed by a processor.
CN202111423921.5A 2021-11-26 2021-11-26 Alarm information display method, device, equipment and product Pending CN114374596A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202111423921.5A CN114374596A (en) 2021-11-26 2021-11-26 Alarm information display method, device, equipment and product

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202111423921.5A CN114374596A (en) 2021-11-26 2021-11-26 Alarm information display method, device, equipment and product

Publications (1)

Publication Number Publication Date
CN114374596A true CN114374596A (en) 2022-04-19

Family

ID=81138147

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202111423921.5A Pending CN114374596A (en) 2021-11-26 2021-11-26 Alarm information display method, device, equipment and product

Country Status (1)

Country Link
CN (1) CN114374596A (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104657913A (en) * 2015-02-13 2015-05-27 广东电网有限责任公司电力科学研究院 Intelligent warning system based on all-data model
CN106936908A (en) * 2017-03-10 2017-07-07 广州华多网络科技有限公司 A kind of phonic warning method and relevant apparatus based on web
CN110752942A (en) * 2019-09-06 2020-02-04 平安科技(深圳)有限公司 Alarm information decision method and device, computer equipment and storage medium
CN112580712A (en) * 2020-12-15 2021-03-30 山东山大电力技术股份有限公司 Fault processing aid decision method and system for relay protection device

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104657913A (en) * 2015-02-13 2015-05-27 广东电网有限责任公司电力科学研究院 Intelligent warning system based on all-data model
CN106936908A (en) * 2017-03-10 2017-07-07 广州华多网络科技有限公司 A kind of phonic warning method and relevant apparatus based on web
CN110752942A (en) * 2019-09-06 2020-02-04 平安科技(深圳)有限公司 Alarm information decision method and device, computer equipment and storage medium
CN112580712A (en) * 2020-12-15 2021-03-30 山东山大电力技术股份有限公司 Fault processing aid decision method and system for relay protection device

Similar Documents

Publication Publication Date Title
CN108763499B (en) Call quality inspection method, device, equipment and storage medium based on intelligent voice
CN105516651B (en) Method and apparatus for providing a composite digest in an image forming apparatus
CN110751943A (en) Voice emotion recognition method and device and related equipment
WO2016101577A1 (en) Voice recognition method, client and terminal device
CN116844543A (en) Control method and system based on voice interaction
CN107133709B (en) Quality inspection method, device and system for customer service
CN110798578A (en) Incoming call transaction management method and device and related equipment
CN113223558B (en) Audio data silencing method and device, electronic equipment and storage medium
CN113035199A (en) Audio processing method, device, equipment and readable storage medium
CN112399269A (en) Video segmentation method, device, equipment and storage medium
CN111858897A (en) Customer service staff speech guiding method and system
JP6254504B2 (en) Search server and search method
CN110309470A (en) A kind of virtual news main broadcaster system and its implementation based on air imaging
CN107886940B (en) Voice translation processing method and device
CN114064943A (en) Conference management method, conference management device, storage medium and electronic equipment
CN112270917B (en) Speech synthesis method, device, electronic equipment and readable storage medium
CN111970295B (en) Multi-terminal-based call transaction management method and device
CN114374596A (en) Alarm information display method, device, equipment and product
CN116403583A (en) Voice data processing method and device, nonvolatile storage medium and vehicle
CN108717851A (en) A kind of audio recognition method and device
CN111966803B (en) Dialogue simulation method and device, storage medium and electronic equipment
US20140067398A1 (en) Method, system and processor-readable media for automatically vocalizing user pre-selected sporting event scores
CN113938723B (en) Bullet screen playing method, bullet screen playing device and bullet screen playing equipment
US20120330666A1 (en) Method, system and processor-readable media for automatically vocalizing user pre-selected sporting event scores
CN114172882A (en) Webpage end message reminding method, device, equipment and storage medium

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