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The role of AI planning as a decision support tool in power substation management

Bell, K.R.W. and Smith, A.J. and Coles, A.I. and Fox, Maria and Long, Derek (2009) The role of AI planning as a decision support tool in power substation management. AI Communications, 22 (1). pp. 37-57. ISSN 0921-7126

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Abstract

The management of power substations is a challenging task, with two opposing criteria: to reduce wear-and-tear on equipment and to ensure the voltage remains within a specified range. At present, a two-stage process is used. Voltage targets are determined for each time of day by electrical engineers using a time-consuming and costly manual process. Then, a reactive control system at the substation is used to satisfy these targets. In this article, we present a novel application of AI planning as part of an intelligent automated system for devising voltage targets. Within the system, both the cost and fault-tolerance implications of voltage target decisions are considered, and hence an efficient and effective set of voltage targets is produced. Using AI planning affords a great deal of flexibility and we show how the system can handle known exogenous events for a given day to reduce forecasted operational costs.

Item type: Article
ID code: 15011
Keywords: applications of planning, decision support, autonomous control, Electrical engineering. Electronics Nuclear engineering, Electronic information resources, Artificial Intelligence
Subjects: Technology > Electrical engineering. Electronics Nuclear engineering
Bibliography. Library Science. Information Resources > Information resources > Electronic information resources
Department: Faculty of Science > Computer and Information Sciences
Faculty of Engineering > Electronic and Electrical Engineering
Faculty of Science > Strathclyde Institute of Pharmacy and Biomedical Sciences
Related URLs:
    Depositing user: Strathprints Administrator
    Date Deposited: 22 Jun 2010 15:01
    Last modified: 28 Mar 2014 05:11
    URI: http://strathprints.strath.ac.uk/id/eprint/15011

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