自动化应用2024,Vol.65Issue(20) :15-17,21.DOI:10.19769/j.zdhy.2024.20.005

基于文本Embedding和相似度计算的FA范围准确性校核方法研究

Research on FA Range Accuracy Verification Method Based on Text Embedding and Similarity Calculation

赵成睿 李斌 李洪全 张照芳 蒋熙蕴
自动化应用2024,Vol.65Issue(20) :15-17,21.DOI:10.19769/j.zdhy.2024.20.005

基于文本Embedding和相似度计算的FA范围准确性校核方法研究

Research on FA Range Accuracy Verification Method Based on Text Embedding and Similarity Calculation

赵成睿 1李斌 1李洪全 2张照芳 2蒋熙蕴1
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作者信息

  • 1. 南京工程学院电力工程学院,江苏 南京 210000
  • 2. 东南大学成贤学院,江苏 南京 210000
  • 折叠

摘要

在现代电力系统核心运营中,馈线自动化扮演着提高供电可靠性和服务质量的核心角色.针对FA系统故障定位的精确性挑战,提出了一种基于文本向量化和相似度技术的创新校核方法.与传统手动校核流程相比,该方法显著提升了故障诊断的准确度和操作效率.此项研究为电力系统故障响应与维护流程提供了一种高效、可靠的技术解决方案,对确保电网运行的稳定性和安全性具有极为重要的意义.

Abstract

In the core operation of modern power systems,feeder automation(FA)plays a core role in improving power supply reliability and service quality.Aiming at the accuracy challenge of FA system fault location,this study proposes an innovative verification method based on text vectorization and similarity technology.Drawing on the traditional manual calibration process,this method significantly improves the accuracy of fault diagnosis and operational efficiency.This research provides a reliable technical solution for power system fault response and maintenance processes,which is great significance for ensuring the stability,efficiency and safety of power grid operations.

关键词

馈线自动化/故障分析/准确性校核/大型语言模型/文本向量化/相似度计算

Key words

FA/fault analysis/accuracy verification/LLM/text vectorization/similarity calculation

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出版年

2024
自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
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