人工智能技术的施工作业信息识别、分析与判断  

Identification,Analysis and Judgment of Construction Operation Information Based on Artificial Intelligence Technology

作　　者：张学平 崔锦瑞 陈长才[3] Zhang Xueping;Cui Jinrui;Chen Changcai(State Grid Anhui Electric Power Co.,Ltd.,Hefei Anhui 230000,China;Anhui Electric Power Trading Center,Hefei Anhui 230000,China;Anhui Electric Power Engineering Quality Supervision Center,Hefei Anhui 230000,China)

机构地区：[1]国网安徽省电力有限公司,安徽合肥230000 [2]安徽省电力交易中心,安徽合肥230000 [3]安徽省电力工程质量监督中心站,安徽合肥230000

出　　处：《电气自动化》2022年第4期73-76,共4页Electrical Automation

摘　　要：为解决传统施工作业信息处理速度慢和信息判断结果准确性不高的问题,设计了含人工智能技术的一体化信息处理系统,实现了信息识别、分析与判断能力的提升。采用多模态信息分析技术将作业信息划分为不同形态的模态数据,便于判断模型的比对校验。根据不同模态数据之间的关联性建立工作分解结构判断模型,提高了人工智能技术的施工作业信息识别、分析与判断能力。试验结果表明:信息处理速度和增速均为最快,增速达到1.62 MB/s;在算法验证准确上稳定在95%以上。In order to solve the problem of slow information processing in traditional construction operations and low accuracy of information judgment results,an integrated information processing system with artificial intelligence technology was designed to improve the ability of information identification,analysis and judgment;multi-modal information analysis technology was applied to divide the job information into different forms of modal data,which was convenient for comparison and verification of judgment models;according to the correlation between different modal data,a work breakdown structure was set up to judge model.The ability of artificial intelligence technology was improved for identifying,analyzing and judging construction operation information.The test results show that the information processing speed and growth rate are both the fastest,with a growth rate of 1.62 MB/s;the algorithm verification accuracy is stable at more than 95%.

关 键 词：人工智能技术 信息一体化处理系统 多模态信息分析技术 工作分解结构判断模型 IFTA验证算法 

分 类 号：TP301[自动化与计算机技术—计算机系统结构]