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Method, device, device and storage medium for power failure analysis of communication equipment

A technology for power failure and communication equipment, applied in electrical components, digital transmission systems, data exchange networks, etc., can solve the problems of low efficiency of power failure analysis and achieve the effect of improving analysis efficiency

Active Publication Date: 2021-11-16
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Embodiments of the present invention provide a method, device, device, and storage medium for power failure analysis of communication equipment, which solves the technical problem of low power failure analysis efficiency in the power failure analysis method of communication equipment in the prior art

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  • Method, device, device and storage medium for power failure analysis of communication equipment
  • Method, device, device and storage medium for power failure analysis of communication equipment
  • Method, device, device and storage medium for power failure analysis of communication equipment

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Embodiment 1

[0070] figure 1 It is a flow chart of the method for analyzing the power supply failure of the communication equipment provided by Embodiment 1 of the present invention, as shown in figure 1 As shown, the execution subject of this embodiment is the device for power failure analysis of communication equipment, and the device for power failure analysis of communication equipment can be integrated in electronic equipment such as computers, notebook computers or servers, so the power failure analysis of communication equipment provided by this embodiment The analysis method includes the following steps.

[0071] Step 101, acquiring key log information after the failure of the communication device is recovered.

[0072] Specifically, in this embodiment, by sending a request command to the network element management system (abbreviated as EMS), the key information of the log after the failure of the communication device is restored can be obtained from the network element managemen...

Embodiment 2

[0085] The flow chart of the method for analyzing the power supply failure of communication equipment provided by Embodiment 2 of the present invention, as shown in figure 2 As shown, the method for analyzing the power supply failure of communication equipment provided in this embodiment is based on the method for analyzing power supply failure of communication equipment provided in Embodiment 1 of the present invention, and further refines steps 101-104, and also includes For other steps, the method for analyzing a power supply failure of a communication device provided in this embodiment includes the following steps.

[0086] Step 201, using the Bayesian algorithm to construct a fault analysis model.

[0087] Further, in this embodiment, a Bayesian algorithm is used to construct a fault analysis model. The Bayesian algorithm may be a Naive Bayesian algorithm.

[0088] Among them, the Naive Bayesian algorithm assumes that under the condition that the classification is dete...

Embodiment 3

[0131] image 3 A schematic structural diagram of a device for analyzing power supply failures of communication equipment provided in Embodiment 3 of the present invention, as shown in image 3 As shown, the device for power failure analysis of communication equipment provided in this embodiment includes: an acquisition module 31 , a cleaning module 32 , an extraction module 33 and an analysis module 34 .

[0132] Wherein, the acquisition module 31 is configured to acquire key log information after the failure of the communication device is recovered. The cleaning module 32 is configured to clean the key information of the log, and obtain the alarm information of the out-of-service activity and the cleaned data set corresponding to the cleared alarm information. The extraction module 33 is configured to extract feature information in the cleaned data set. The analysis module 34 is configured to use the trained fault analysis model to analyze and process the characteristic in...

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Abstract

The invention provides a method, a device, a device and a storage medium for analyzing a communication equipment power failure. The method includes: obtaining key log information after the failure of the communication device is restored; cleaning the key information of the log, obtaining a service-retirement activity alarm information and a cleaned data set corresponding to the cleared alarm information; extracting characteristic information in the cleaned data set; Use the trained fault analysis model to analyze and process the feature information of the cleaned data set to obtain out-of-service alarm information and power failure probability. It can actively obtain the key information of the log, and quickly analyze the power failure probability of the communication equipment through the failure analysis model, which improves the analysis efficiency of the power failure.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of communication equipment, and in particular, to a method, device, device, and storage medium for analyzing power failures of communication equipment. Background technique [0002] For the power supply problem of wireless communication equipment, the existing technology is mainly based on the dynamic environment monitoring system for analysis, and 60% of the communication equipment in the current network wireless communication equipment cannot analyze the power failure through dynamic environment monitoring, mainly relying on manual methods The results after the fault treatment are analyzed, the data accuracy of the power failure probability analysis is low, and the analysis results cannot be applied to the power failure diagnosis in time. [0003] The fault logs of wireless communication devices only exist at the back end of the device, which is a passive query. After a fault occurs, ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L12/24
CPCH04L41/0604H04L41/0631H04L41/069
Inventor 朱卫锋赵越孙宏
Owner CHINA UNITED NETWORK COMM GRP CO LTD