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Intelligent placement of meters/sensors for shipboard power system analysis

Posted on:2008-02-15Degree:M.SType:Thesis
University:Mississippi State UniversityCandidate:Sankar, SandhyaFull Text:PDF
GTID:2442390005968379Subject:Engineering
Abstract/Summary:
Unlike the terrestrial power system, the Shipboard power system (SPS) is a comparatively smaller system with more complexity in terms of its system operation. This requires the power system to be continuously monitored to detect any type of fluctuations or disturbances. Planning metering systems for the SPS is a challenging task not only due to the dimensionality of the problem, but also due to the need for reducing redundancy while improving network observability and efficient data collection for a reliable state estimation process. This research is geared towards the use of a Genetic Algorithm for intelligent placement of meters in the SPS for real time power system monitoring taking into account different system topologies and critical parameters to be measured from the system. The algorithm predicts the type and location of meters for identification and collection of measurements from the system. The algorithm has been tested with several system topologies.; Key words: Power system monitoring, shipboard power system, genetic algorithm, system observability, meter placement, state estimation.
Keywords/Search Tags:Power system, Placement, State estimation, Genetic algorithm
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