Application of Intelligent Agents in Power Industry: Promises and Complex Issues

Mangina, Eleni

doi:10.1007/3-540-45023-8_54

Cited by 4 publications

(2 citation statements)

References 8 publications

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“…Moreover, their suitability to form context-aware and ubiquitous applications is significant, so as to be able to offer their services all over the plant premises and adapt to different situations, from normal operation to a crisis resolution. time [10].…”

Section: Methodsmentioning

confidence: 99%

Control of flue gas emissions based on models derived from historical plant operation data

Athanasopoulou

Chatziathanassiou

Athanasopoulos

2011

2011 International Conference on Clean Electrical Power (ICCEP)

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Although the last decade there is a remarkable trend towards green energy, thermal power plants still cover most of the energy production and will continue to do so in the near future. Consequently, it is important to apply methods reducing the gas emissions. Towards this goal, an innovative software application that improves the regulation of combustion parameters is presented in this paper. Data mining techniques are used to process historical data and extract models on which regulation rules are based, rather on the thermodynamic theory. Multi Agent Systems are adopted to represent the various tasks that constitute the control operation procedure. The statistical analysis suggest that a reduction of NOx and CO emissions should be expected.

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Section: Methodsmentioning

confidence: 99%

Control of flue gas emissions based on models derived from historical plant operation data

Athanasopoulou

Chatziathanassiou

Athanasopoulos

2011

2011 International Conference on Clean Electrical Power (ICCEP)

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“…The traditional, existing centralized organization may also easily lead to a large proportion of the system being shut down due to a single point of failure. The proposed multi-agent society Software agents are modules able to make decisions on their own, communicate with each other, learn new things and even "travel" from system to system (see also [2]). …”

Section: B the Hydroelectric Power Plant Chainmentioning

confidence: 99%

Software Agents Society for the Surveillance and Control of a Hydroelectric Power Plant Chain

Vălean

Miclea

Enyedi

2006

2006 12th International Power Electronics and Motion Control Conference

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The paper presents a software agents society, which implements a more efficient control and monitoring system for a complex heterogeneous system -multiple hydroelectric power plants connected in a chain on Someq River. The agent society can be superimposed over the existing SCADA control and monitoring network and aims to increase performance, efficiency and stability in the existing control and monitoring system.

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Enhancing Agent Intelligence through Data Mining: A Power Plant Case Study

Athanasopoulou

Chatziathanasiou

2009

Lecture Notes in Computer Science

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Application of Intelligent Agents in Power Industry: Promises and Complex Issues

Cited by 4 publications

References 8 publications

Control of flue gas emissions based on models derived from historical plant operation data

Control of flue gas emissions based on models derived from historical plant operation data

Software Agents Society for the Surveillance and Control of a Hydroelectric Power Plant Chain

Enhancing Agent Intelligence through Data Mining: A Power Plant Case Study

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