Method and device for realizing automatic stylized order issuing

Abstract

The invention discloses a method and a device for realizing automatic stylized command issuing. The method comprises the following steps: acquiring dispatching instruction data of equipment in a power system; performing feature extraction on the scheduling instruction data according to a CNN instruction recognition algorithm, obtaining a classification result, and recognizing specific operation of a scheduling instruction according to the classification result; and realizing automatic stylized order issuing according to an identification result. According to the method for carrying out modeling identification on the scheduling instruction information by using the convolutional neural network based on feature extraction, an algorithm model is constructed, machine identification is carried out on the scheduling instruction, and the working efficiency of distribution network scheduling operation is improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a method, a device, a terminal device and a storage medium for realizing automatic stylized ordering. Background technique [0002] In the traditional power system network ordering mode, after the arrival report and operation application are completed on site, the dispatcher needs to manually complete the relevant safety checks, manually program the order in the system and complete the follow-up business process with the on-site point-to-point single-thread, the whole There are many sending and receiving procedures in the process, so it is considered to use RNNs recurrent neural network (Recurrent Neural Networks, RNNs) to process sequence data, but the RNNs model is greatly affected by short-term memory, and the impact of long-term memory is small. When it becomes larger, it will even lose its learning ability, so it cannot handle long sequences. During t...

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Problems solved by technology

[0003] The purpose of the present invention is to provide a method and device for automatic stylized ordering, a method for pattern recognition of dispatching instruction information through a feature-extracted convolutional neural network, construct an algorithm model, realize machine recognition of dispatching instructions, and improve the allocation of dispatching instructions. Improve the efficiency of network scheduling operations to solve the problem of low efficiency of the existing network dispatch

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