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A cloud-edge collaborative power information communication equipment automation test resource allocation method

A technology for automated testing and communication equipment, applied in the field of communication, can solve problems such as affecting the security and stability of power networks, inaccurate measurement results, and manpower consumption, and achieve the effects of improving test efficiency, reducing calculation, and shortening delay.

Active Publication Date: 2021-09-24
STATE GRID GASU ELECTRIC POWER RES INST +2
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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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  • A cloud-edge collaborative power information communication equipment automation test resource allocation method
  • A cloud-edge collaborative power information communication equipment automation test resource allocation method
  • A cloud-edge collaborative power information communication equipment automation test resource allocation method

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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 a method for allocating automatic test resources of cloud-edge collaborative electric power information communication equipment. This method adopts the theory of generative confrontation deep reinforcement learning for the first time. In the case of limited test execution time, communication resources, computing resources and energy consumption, the comprehensive resource allocation method of cloud computing and multi-access edge computing in power information communication equipment testing can be improved. It improves test accuracy, reduces test execution time, and saves 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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Patent Type & Authority Patents(China)
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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