Intelligent monitoring of distribution automation

Susan Rudd, John Kirkwood, Euan Davidson, Scott Strachan, Victoria Catterson, Stephen McArthur

Research output: Contribution to specialist publicationSpecial issue

Abstract

Within the power industry, there has been a wealth of research into the use of intelligent system techniques for alarm processing. Since each utility has different needs and requirements based on their infrastructure for network monitoring, over the years a variety of approaches have been investigated.
This history of research means that the strengths and weaknesses of each technique are well-understood. For example, the “knowledge bottleneck”, or intensity of time and effort required for knowledge-capture or building of models means that rule-based and model-based systems have limited penetration in the control room beyond some key installations. On the other hand, data-driven techniques such as neural networks require re-training whenever the network topology changes, and cannot present engineers with an explanation of their results, meaning that engineers are wary of the solutions they offer.
Original languageEnglish
Volume2012
Specialist publicationPAC World
Publication statusPublished - Mar 2012

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Keywords

  • power
  • intelligent systems
  • intelligent monitoring
  • distribution monitoring

Cite this

Rudd, S., Kirkwood, J., Davidson, E., Strachan, S., Catterson, V., & McArthur, S. (2012). Intelligent monitoring of distribution automation. PAC World, 2012.