基于RPA及AI的核电站个人剂量数据自动化管理方法和系统

By using RPA and AI technologies, the data migration of the personal dosing management system in nuclear power plants is automated, solving the problem that existing systems cannot be directly connected. This achieves efficient data management and domestic substitution, and improves the system's intelligence and automation level.

CN121070875BActive Publication Date: 2026-07-17SHANXI ZHONGFU NUCLEAR INSTR CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SHANXI ZHONGFU NUCLEAR INSTR CO LTD
Filing Date
2025-08-29
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

The existing personal dosimetry management system in nuclear power plants cannot be directly connected to external systems, resulting in a heavy workload and low efficiency for management personnel. Furthermore, data migration is difficult during the localization process, increasing labor costs and error rates.

Method used

A data management robot is built using RPA technology. Combining an improved DBNet text detection model and CRNN recognition model, it automatically logs into the system, queries data, performs text detection and recognition, and converts the data into a unified Excel file format to achieve data migration and updates.

Benefits of technology

It reduced the labor costs in the management of personal dosing data in nuclear power plants and the process of localization, improved work efficiency, reduced the error rate, and enhanced the intelligence and automation level of the system.

✦ Generated by Eureka AI based on patent content.

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Abstract

本发明属于机器人流程自动化数据管理技术领域,为解决国产个人剂量系统数据迁移自动化程度低的问题,提供了一种基于RPA及AI的核电站个人剂量数据自动化管理方法和系统,构建数据管理机器人,并利用数据管理机器人自动登录数据待转移系统并获取用户角色权限;数据管理机器人生成历史剂量统计数据文件并转换为图片数据,并将图片数据输入到改进的DBNet文本检测模型和CRNN识别模型中进行文本检测和识别,最终得到可编辑文本文件,将可编辑文本文件与待转移数据转换成Excel文件,并导入目标数据管理系统中,同时根据更新需求完成数据迁移和更新,本发明降低了数据迁移过程中的人力成本与工作量,提升了国产化个人剂量管理系统智能化和自动化水平。
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