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Automatic test resource allocation method for cloud-side cooperative power information communication equipment

A technology of automated testing and communication equipment, applied in the field of communication, can solve the problems of consuming manpower, affecting the security of power network, stability and slow speed.

Active Publication Date: 2020-04-24
STATE GRID GASU ELECTRIC POWER RES INST +2
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AI Technical Summary

Problems solved by technology

[0002] With the development of smart grid, especially the ubiquitous power Internet of Things, power communication equipment plays a key role in the transmission and processing of information, and its performance directly affects the security and stability of the power network; before deployment and application, communication Equipment requires rigorous testing. Traditional manual testing not only consumes a lot of manpower, but is also slow and inaccurate in measurement results.

Method used

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  • Automatic test resource allocation method for cloud-side cooperative power information communication equipment
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  • Automatic test resource allocation method for cloud-side cooperative power information communication equipment

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Embodiment Construction

[0047] With the development of the communication system, it is possible to establish the online test platform. At present, there are many communication equipment tests for cloud computing. The inventor considers that some communication equipment tests have a large amount of data at the edge of the network. Therefore, the present invention uses cloud computing and edge computing for joint communication equipment testing, which can shorten the time delay. , to improve test efficiency; for the cloud-edge collaborative test method, its computing, storage and bandwidth resource allocation problems directly affect the test efficiency; at the same time, traditional optimization methods such as ant colony algorithm, bee colony algorithm, and genetic algorithm cannot be solved Due to the complex problem of resource allocation, the deep reinforcement learning method is applied to increase the game against the network during the training process, accelerate the convergence, and greatly im...

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Abstract

The invention discloses an automatic test resource allocation method for cloud-side cooperative power information communication equipment. According to the method, a generative adversarial deep reinforcement learning theory is adopted for the first time; under the condition that the test execution time, the communication resources, the computing resources and the energy consumption are limited, the cloud computing and multi-access edge computing comprehensive resource allocation method in the electric power information communication equipment test improves the test accuracy, reduces the test execution time and saves the communication and computing resources.

Description

technical field [0001] The invention belongs to the communication field, in particular to an automatic test and calculation method for electric power information communication equipment. Background technique [0002] With the development of smart grid, especially the ubiquitous power Internet of Things, power communication equipment plays a key role in the transmission and processing of information, and its performance directly affects the security and stability of the power network; before deployment and application, communication Equipment requires rigorous testing. Traditional manual testing not only consumes a lot of manpower, but is also slow and inaccurate in measurement results. Contents of the invention [0003] (1) Technical problems to be solved [0004] In order to improve the test efficiency of electric power communication equipment, the invention discloses a method for allocating automatic test resources of cloud-edge collaborative electric power information ...

Claims

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Application Information

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IPC IPC(8): H04L12/26
CPCH04L43/50
Inventor 张驯赵博白万荣王维洲魏峰朱小琴马宏忠杨勇高丽娜杨凡
Owner STATE GRID GASU ELECTRIC POWER RES INST
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