Applying Intelligent Multi-Agents to Reduce False Alarms in Wind Turbine Monitoring Systems

Applying Intelligent Multi-Agents to Reduce False Alarms in Wind Turbine Monitoring Systems

This study proposes a method for improving the capability of a data-driven multi-agent system (MAS) to perform condition monitoring and fault detection in industrial processes. To mitigate the false fault-detection alarms, a co-operation strategy among software agents is proposed because it performs...

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Bibliographic Details
Main Authors: Weldon Carlos Elias Teixeira, Miguel Ángel Sanz-Bobi, Roberto Célio Limão de Oliveira
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Energies
Subjects:
multi-agent systems (MAS)
artificial neural networks (ANN)
false alarm problem
condition monitoring
wind turbines
Online Access:https://www.mdpi.com/1996-1073/15/19/7317

Internet

https://www.mdpi.com/1996-1073/15/19/7317

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