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Multiagent-Based Collaborative Framework for a Self-Managing Structural Health Monitoring System

机译:基于多主体的自我管理结构健康监控系统协作框架

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摘要

The deterioration of civil infrastructure as a result of aging, altered requirements, excessive loading, or inadequate maintenance underpins the urgent need for reliable and cost-effective monitoring systems. This paper presents a framework for monitoring the condition of civil infrastructure. A self-managing software framework on the basis of multiagent technology is designed to remotely access and autonomously process collected information about the monitored structure. The distributed software framework ensures automated anomaly detection, supports collaborative diagnostic tools, and enhances communications among distributively located users participating in the monitoring activities. The multiagent framework has been implemented and validated for the monitoring of a 500-kW wind turbine in Germany. The long-term field instrumentation shows the practicability, efficiency, fault tolerance, and robustness of the system for structural health monitoring applications. This research has demonstrated a practical adoption of a multiagent-based structural health monitoring system for the long-term deployment in the field.
机译:由于老化,需求变更,负载过大或维护不足而导致的民用基础设施恶化,迫切需要可靠且具有成本效益的监测系统。本文提出了一个监测民用基础设施状况的框架。基于多代理技术的自我管理软件框架旨在远程访问和自主处理有关受监视结构的收集信息。分布式软件框架可确保自动检测异常,支持协作诊断工具并增强参与监视活动的分布式用户之间的通信。多主体框架已经实施并通过验证,可用于监控德国的500千瓦风力涡轮机。长期现场仪器显示了用于结构健康监测应用的系统的实用性,效率,容错性和鲁棒性。这项研究证明了基于Multiagent的结构健康监测系统的实际应用,可以在野外进行长期部署。

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