Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system

P.C. Baker, V.M. Catterson, S.D.J. McArthur

Research output: Contribution to conferencePaper

13 Citations (Scopus)

Abstract

The use of wireless sensor networks for condition monitoring is gaining ground across all sectors of industry, and while their use for power engineering applications has yet been limited, they represent a viable platform for next-generation substation condition monitoring systems. For engineers to fully benefit from this new approach to condition monitoring, new sensor data must be incorporated into a single integrated system. This paper proposes the integration of an agent-based wireless sensor network with an existing agent-based condition monitoring system. It demonstrates that multi-agent systems can be extended down to the sensor level while considering the reduced energy availability of low-power embedded devices. A novel agent-based approach to data translation is presented, which is demonstrated through two case studies: a lab-based temperature and vibration monitoring system, and a proposal to integrate a wireless sensor network to an existing technology demonstrator deployed in a substation in the UK.

Conference

Conference2009 15th International Conference on Intelligent System Applications to Power Systems
Abbreviated titleISAP'09
CountryBrazil
CityCuritiba
Period8/11/0912/11/09
Internet address

Fingerprint

Condition monitoring
Wireless sensor networks
Sensors
Multi agent systems
Availability
Engineers
Monitoring
Industry
Temperature

Keywords

  • wireless sensor network
  • multi-agent condition monitoring system
  • multi-agent system

Cite this

Baker, P. C., Catterson, V. M., & McArthur, S. D. J. (2009). Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system. Paper presented at 2009 15th International Conference on Intelligent System Applications to Power Systems , Curitiba, Brazil.
Baker, P.C. ; Catterson, V.M. ; McArthur, S.D.J. / Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system. Paper presented at 2009 15th International Conference on Intelligent System Applications to Power Systems , Curitiba, Brazil.
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note = "2009 15th International Conference on Intelligent System Applications to Power Systems , ISAP'09 ; Conference date: 08-11-2009 Through 12-11-2009",
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Baker, PC, Catterson, VM & McArthur, SDJ 2009, 'Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system' Paper presented at 2009 15th International Conference on Intelligent System Applications to Power Systems , Curitiba, Brazil, 8/11/09 - 12/11/09, .

Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system. / Baker, P.C.; Catterson, V.M.; McArthur, S.D.J.

2009. Paper presented at 2009 15th International Conference on Intelligent System Applications to Power Systems , Curitiba, Brazil.

Research output: Contribution to conferencePaper

TY - CONF

T1 - Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system

AU - Baker, P.C.

AU - Catterson, V.M.

AU - McArthur, S.D.J.

PY - 2009/11

Y1 - 2009/11

N2 - The use of wireless sensor networks for condition monitoring is gaining ground across all sectors of industry, and while their use for power engineering applications has yet been limited, they represent a viable platform for next-generation substation condition monitoring systems. For engineers to fully benefit from this new approach to condition monitoring, new sensor data must be incorporated into a single integrated system. This paper proposes the integration of an agent-based wireless sensor network with an existing agent-based condition monitoring system. It demonstrates that multi-agent systems can be extended down to the sensor level while considering the reduced energy availability of low-power embedded devices. A novel agent-based approach to data translation is presented, which is demonstrated through two case studies: a lab-based temperature and vibration monitoring system, and a proposal to integrate a wireless sensor network to an existing technology demonstrator deployed in a substation in the UK.

AB - The use of wireless sensor networks for condition monitoring is gaining ground across all sectors of industry, and while their use for power engineering applications has yet been limited, they represent a viable platform for next-generation substation condition monitoring systems. For engineers to fully benefit from this new approach to condition monitoring, new sensor data must be incorporated into a single integrated system. This paper proposes the integration of an agent-based wireless sensor network with an existing agent-based condition monitoring system. It demonstrates that multi-agent systems can be extended down to the sensor level while considering the reduced energy availability of low-power embedded devices. A novel agent-based approach to data translation is presented, which is demonstrated through two case studies: a lab-based temperature and vibration monitoring system, and a proposal to integrate a wireless sensor network to an existing technology demonstrator deployed in a substation in the UK.

KW - wireless sensor network

KW - multi-agent condition monitoring system

KW - multi-agent system

UR - http://dx.doi.org/10.1109/ISAP.2009.5352888

M3 - Paper

ER -

Baker PC, Catterson VM, McArthur SDJ. Integrating an agent-based wireless sensor network within an existing multi-agent condition monitoring system. 2009. Paper presented at 2009 15th International Conference on Intelligent System Applications to Power Systems , Curitiba, Brazil.