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SYSTEM AND METHOD FOR STRUCTURAL HEALTH MONITORING USING INTERNET OF THINGS AND MACHINE LEARNING

机译:基于物联网和机器学习的结构健康监测系统和方法

摘要

The present invention discloses a system and method for structural health monitoring to identify structural anomaly and to predict structural integrity of civil structures on real time basis by evaluating feasibility of wireless structural health monitoring (SHM) of civil structures encompassing internet-of-things (IOT) and machine learning models (8). The system comprises of sensor (S) connected to node processor (1, 1a, 1b, 1c, …1n), physical device gateway (2), cloud gateway (4), trigger function software client (5), graphic user interface or dashboard (9) and communication module (C). The system evaluates incoming real-time engineering data on the cloud gateway (4) and allows a trigger function to route said engineering data to cloud storage (6b) and cloud analytics (6a) and alert system (6c). The system gives a single conditional statement in real-time by correlating predictions of multiple structural integrity parameters of the civil and mechanical engineering structures. The system of the present invention is an automated, cost-effective, user friendly and industrially scalable system.
机译:本发明公开了一种用于结构健康监测的系统和方法,其通过评估包括物联网(IOT)的民用结构的无线结构健康监测(SHM)的可行性,实时地识别结构异常并预测民用结构的结构完整性。 )和机器学习模型(8)。该系统包括连接到节点处理器(1、1、1a,1b,1c,…1n)的传感器(S),物理设备网关(2),云网关(4),触发功能软件客户端(5),图形用户界面或仪表板(9)和通讯模块(C)。该系统评估云网关(4)上的传入实时工程数据,并允许触发功能将所述工程数据路由到云存储(6b)和云分析(6a)和警报系统(6c)。该系统通过关联土木和机械工程结构的多个结构完整性参数的预测,实时给出单个条件语句。本发明的系统是自动化的,成本有效的,用户友好的和工业上可扩展的系统。

著录项

  • 公开/公告号WO2020188585A1

    专利类型

  • 公开/公告日2020-09-24

    原文格式PDF

  • 申请/专利权人 LIVEHOOAH TECHNOLOGIES PRIVATE LIMITED;

    申请/专利号WO2019IN50722

  • 发明设计人 KULSHRESHTHA PRADIT;

    申请日2019-09-30

  • 分类号H04L12/66;G06F21/30;G05B23;

  • 国家 WO

  • 入库时间 2022-08-21 11:09:23

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