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Local detection of distribution level faults in a distributed sensor monitoring network using HMM

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dc.contributor.author Balachandran, T
dc.contributor.author Aravinthan, V
dc.contributor.author Thiruvaran, T
dc.contributor.editor Rajapakse, A
dc.contributor.editor Prasad, WD
dc.date.accessioned 2022-04-04T04:56:50Z
dc.date.available 2022-04-04T04:56:50Z
dc.date.issued 2016-12
dc.identifier.citation Balachandran, T., Aravinthan, V. & Thiruvaran, T. (2016). Local detection of distribution level faults in a distributed sensor monitoring network using HMM. In W.D. Prasad & A. Rajapakse (Eds.), Proceedings of 1st International Conference on Electrical Engineering 2016 (pp. 25-30). Institute of Electrical and Electronics Engineers, Inc. https://ieeexplore.ieee.org/xpl/conhome/7818135/proceeding en_US
dc.identifier.uri http://dl.lib.uom.lk/handle/123/17563
dc.description.abstract The Smart distribution system initiative requires an increased usage of the distribution feeder-level communication infrastructure to improve automation. Using a distributed sensor network for monitoring the distribution system is proposed by various researchers. Such distributed sensor communication architecture requires information to be received within an allowable delay and a minimum processing time at the control center. Increasing the number of sensors in the network also increases the data flow in the communication medium. Therefore, to reduce the burden in the communication medium, an event driven communication protocol could be utilized. This communication architecture assumed that the sensors used a local fault detection system to detect the abnormal event before communicating with the control center. This work focusses on local detection of faults in a distributed sensor network using a Hidden Markov Model considering a minimum processing time. en_US
dc.language.iso en en_US
dc.publisher Institute of Electrical and Electronics Engineers, Inc. en_US
dc.relation.uri https://ieeexplore.ieee.org/xpl/conhome/7818135/proceeding en_US
dc.subject Distribtuion system en_US
dc.subject Distrubted sensor network en_US
dc.subject Fault detection en_US
dc.subject Hidden Markov model en_US
dc.title Local detection of distribution level faults in a distributed sensor monitoring network using HMM en_US
dc.type Conference-Full-text en_US
dc.identifier.faculty Engineering en_US
dc.identifier.department Department of Electrical Engineering en_US
dc.identifier.year 2016 en_US
dc.identifier.conference 1st International Conference on Electrical Engineering 2016 en_US
dc.identifier.place Colombo en_US
dc.identifier.pgnos pp. 25-30 en_US
dc.identifier.proceeding Proceedings of 1st International Conference on Electrical Engineering 2016 en_US
dc.identifier.email txbalachandran@shockers.wichita.edu en_US
dc.identifier.email thiruvaran@jfn.ac.lk en_US


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