Artificial intelligence power grid line planning method

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...

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 power grid company needs to spend a lot of manpower and material resources to plan the line, and it is difficult for the planned line to be effectively verified.

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