Artificial intelligence power grid line planning method

An artificial intelligence and line technology, applied in circuit devices, AC network circuits, electrical components, etc., can solve the problems of high cost, difficult to obtain effective verification of lines, and large labor costs, achieving fast speed, optimal cost, and planning. full effect

Active Publication Date: 2019-12-03
SHENZHEN POWER SUPPLY BUREAU
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  • Claims
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AI Technical Summary

Problems solved by technology

However, if you directly use the top configuration line for installation, you will face the problem of high cost
Therefore, in the existing technology, the ...

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  • Artificial intelligence power grid line planning method
  • Artificial intelligence power grid line planning method
  • Artificial intelligence power grid line planning method

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Embodiment Construction

[0037] In order to make the above objects, features and advantages of the present invention more comprehensible, specific implementations of the present invention will be described in detail below in conjunction with the accompanying drawings. 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 can be implemented in many other ways different from those described here, and those skilled in the art can make similar improvements without departing from the connotation of the present invention, so the present invention is not limited by the specific implementations disclosed below.

[0038] Such as figure 1 Shown is a schematic diagram of the main flow of an artificial intelligence power grid line planning method provided by the present invention, combined with Figure 2 to Figure 4 shown. The artificial intelligence power grid line planning method comprises the...

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Abstract

The invention discloses an artificial intelligence power grid line planning method, which comprises the following steps of S10, obtaining power grid line planning data of each region over the years, perfecting the power grid line planning data over the years, and performing classification according to line planning problems to form a training sample; S11, inputting the perfected and classified training samples into a pre-formed artificial intelligence route planning training model for training; obtaining a training result, and adjusting parameters of the artificial intelligence route planningtraining model according to the training result to obtain an artificial intelligence route planning model; and S12, inputting the GIS geographic information, the historical residential electricity consumption data and the historical planned route of the to-be-planned region into the artificial intelligence route planning model to obtain a plurality of design planning schemes and corresponding evaluation results, thereby obtaining a final design planning scheme. The method has the advantages of high planning speed, comprehensiveness, accuracy, low cost and the like.

Description

technical field [0001] The invention relates to the technical field of power supply network line planning, in particular to an artificial intelligence power grid line planning method. Background technique [0002] With the development of urbanization, the power grid lines a few years ago can no longer meet the needs of the current home use. For example, when everyone uses air conditioners in summer, it often happens that the power lines are partially tripped due to excessive power loads. In this case, the power grid company will adopt manual planning and add some lines to solve the problem. However, after a few years of problems, the lines began to fail to keep up with the usage of residents, and trips and power outages occurred from time to time. To this end, a new line needs to be re-planned to ensure that the line can meet the load of residents for many years in the case of population growth. However, if the top-of-the-line line is directly used for installation, the pro...

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Application Information

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IPC IPC(8): G06F16/28G06F16/29G06K9/62G06Q10/04G06Q50/06H02J3/00
CPCG06F16/285G06F16/29G06Q10/047G06Q50/06H02J3/00G06F18/214Y02D10/00Y04S10/50
Inventor 章彬汪桢子汪伟侯明哲张云翔
Owner SHENZHEN POWER SUPPLY BUREAU
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