An evaluation on the multi-agent system based structural health monitoring for large scale structures

Zhao, Xia; Yuan, Shenfang; Heng-bao, Zhou; Sun, Hong; Qiu, Lei

doi:10.1016/j.eswa.2008.05.056

Cited by 18 publications

(16 citation statements)

References 7 publications

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“…Zhou, et al [57], realizan una evaluación de un sistema multiagente para monitorización de salud estructural, detallando cada uno de los agentes, la arquitectura de los mismos, las propiedades de la estructura, la ubicación de los agentes en la misma y los tipos de interacción posibles entre los elementos de monitoreo. También se especifican los tipos de sensores y se muestran los resultados obtenidos, al realizar la monitorización sobre una placa de aluminio con la distribución seleccionada, sobre la cual se realizó una extracción de características dinámicas.…”

Section: Sistemas Multiagentes Aplicados Al Problema De Monitorizacióunclassified

“…Tanto para la aeronáutica, según Shi, et al [52], como para los edificios, según Zhou, et al [57], es muy importante localizar fallas in situ, minimizando el peso necesario y maximizando la velocidad y confiabilidad por lo cual el trabajo de mejorar las técnicas de monitorización no está concluido y se requiere una mayor investigación sobre los problemas de velocidad, sincronización, confiabilidad y flexibilidad del uso de multiagentes.…”

Section: Sistemas Multiagentes Aplicados Al Problema De Monitorizacióunclassified

See 1 more Smart Citation

Estado del arte en monitorización de salud estructural: Un enfoque basado en agentes inteligentes

Parra

Mejía

2010

Cien.Ing.Neogranadina

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<p>Este artículo presenta una revisión del estado del arte reportado en literatura sobre las técnicas utilizadas en Monitorización de Salud Estructural para detectar y localizar daños, así como los dispositivos electrónicos que se usan para efectuarla. Además, incluye una revisión de las aplicaciones de los agentes inteligentes en diferentes áreas de la ingeniería para solucionar problemas con información distribuida. Por último, revisa las aplicaciones de los sistemas de multiagentes inteligentes en Monitorización de Salud Estructural, con el fin de encontrar las tendencias de los sistemas de monitorización y determinar los problemas que no han sido solucionados en esta área.</p>

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Section: Sistemas Multiagentes Aplicados Al Problema De Monitorizacióunclassified

Estado del arte en monitorización de salud estructural: Un enfoque basado en agentes inteligentes

Parra

Mejía

2010

Cien.Ing.Neogranadina

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“…UIA provides information to the user and accepts the user's instruction. In our SHM system, BeliefsDesires-Intentions (BDI) models of agents are adopted referring to [23]. Combined with the character of agent in each layer, different agent architectures are utilized, such as, the reactive one of the data monitoring layer agent, the hybrid one of the data interpretation and damage diagnostic layer agent, and the deliberative one of information layer agent.…”

Section: Software Architecturementioning

confidence: 99%

“…The detailed design and implementation of a WSN-MAS SHM system were given for a composite structure [21]. Zhao et al presented a complete design method for 2 International Journal of Distributed Sensor Networks SHM based on MAS (SHM MAS) including ontology design, distributed database realization, facilitator design, and introduced the validation work of the case study in a large aviation aluminum plate in detail [22,23]. Wu and Wu et al presented a MAS design and evaluation for WSN-SHM to validate its efficiency [24].…”

Section: Introductionmentioning

confidence: 99%

Mobile Multi-Agent Evaluation Method for Wireless Sensor Networks-Based Large-Scale Structural Health Monitoring

Yuan

Liang

Qiu

et al. 2012

International Journal of Distributed Sensor Networks

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Wireless sensor networks are increasingly adopted both in aircraft and civil structural health monitoring. However, due to the limited resources on a wireless sensor node, structural evaluation ability of the wireless sensor network is also limited, especially for large-scale structures. This paper presents a multi-agent cooperation system based on mobile agent technology for wireless sensor network-based structural health monitoring which deals with the evaluation of large-scale structure. Mobile agent with the signal processing or evaluation algorithm is designed to migrate among different sensor nodes and perform network selforganization, data processing, information fusion, and damage estimation. This method can reduce the request to the sensor nodes and achieve a better monitoring and evaluation performance through multiagent cooperation. The proposed mobile multiagent system is evaluated by a large dimension aerospace aluminum structure monitoring experiment in which strain distribution and joint failure are monitored by different sensors. Experimental results show that the system can significantly improve the monitoring performance for large-scale structures.

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“…Based on the collected data, structural health can be determined by the agent. [30] Evaluates a multi-agent architecture used for SHM. Interactions, types and locations of each agent are specified.…”

Section: Structural Health Monitoring (Shm)mentioning

confidence: 99%

Evaluation of Multi-agent Architecture for Structural Damage Detection and Location

et al. 2017

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Abstract-In this paper the results of using a Multi-agent system (MAS) for Structural Health Monitoring (SHM) are detailed. A study between different MAS architectures reported in literature is presented in order to select and adapt the most adequate one for SHM tasks. Requirements are established according to recent solutions, where main parameters are type and number of sensors and communication protocols, among others. MAS technique uses several intelligent agents, that are algorithms able to act in a reactive or active way. Their action depends on surrounding environment or collected data. These agents can work in a decentralized way, searching the fulfillment of an individual goal or they can work with another system to achieve a common goal. Decision is based on their internal state (beliefs, goals and commitments). MAS' effectiveness depends on the interconnection between the agents. Type of agents is defined according to its communication method and protocol, common and individual goals, among others. Decentralization and versatility are two important characteristics of MAS technique useful to solve SHM problem. This is one of the main motivations to consider this technique to be a good approach for the studied problem. A benchmark numerical model, which consists of a metallic framework, was used to validate and demonstrate the feasibility of the selected architecture for SHM.

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An evaluation on the multi-agent system based structural health monitoring for large scale structures

Cited by 18 publications

References 7 publications

Estado del arte en monitorización de salud estructural: Un enfoque basado en agentes inteligentes

Estado del arte en monitorización de salud estructural: Un enfoque basado en agentes inteligentes

Mobile Multi-Agent Evaluation Method for Wireless Sensor Networks-Based Large-Scale Structural Health Monitoring

Evaluation of Multi-agent Architecture for Structural Damage Detection and Location

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