Multiagent-Based Collaborative Framework for a Self-Managing Structural Health Monitoring System
Multiagent-Based Collaborative Framework for a Self-Managing Structural Health Monitoring System
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DOI：
10.1061/(asce)cp.1943-5487.0000107
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发表时间：
2012
期刊：
影响因子：
--
通讯作者：
K. Smarsly;K. Law;D. Hartmann
中科院分区：
文献类型：
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作者：
K. Smarsly;K. Law;D. Hartmann
由于老化、需求改变、负荷过大或维护不足而导致的民用基础设施的恶化，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。设计了一个基于多智能体技术的自管理软件框架，用于远程访问和自主处理被监测结构的信息。分布式软件框架确保自动异常检测，支持协作诊断工具，并增强参与监测活动的分布用户之间的通信。多智能体框架已实施和验证的监测500千瓦风力涡轮机在德国。长期的现场测试表明，该系统的实用性，效率，容错性和鲁棒性的结构健康监测应用。这项研究证明了一种实用...
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 practic...