Voltage stability analysis using CP_ANN and optimized capacitor bank placement

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dc.contributor.author Muriithi, Christopher M.
dc.contributor.author Njoroge, S.N.
dc.date.accessioned 2017-09-07T09:09:17Z
dc.date.available 2017-09-07T09:09:17Z
dc.date.issued 2010
dc.identifier.citation Proceedings of the 2010 Mechanical Engineering Annual Conference 8th - 9th April 2010 en_US
dc.identifier.issn ISSN 2079-6234 (CD-ROM)
dc.identifier.uri http://hdl.handle.net/123456789/2804
dc.description.abstract Voltage Stability refers to the ability of power system to maintain steady voltage at all buses in the system after being subjected to a disturbance from a given initial operating condition. In this paper, the IEEE 30-bus system is subjected to different loading and contingency conditions that simulate probable line faults and a load flow study is conducted with each configuration of load and contingency. The results are used to train a Counter Propagating Artificial Neural Network (CPANN) to classify the buses according to weakness. From the solution for the idealized system, the reduced Jacobian is used to determine the impact of the reactive power injection in the form of system voltage improvement at optimized capacitor bank locations. en_US
dc.language.iso en en_US
dc.subject Load flow, en_US
dc.subject CP_ANN, . en_US
dc.subject Neural Networks, en_US
dc.subject Reduced Jacobian. en_US
dc.title Voltage stability analysis using CP_ANN and optimized capacitor bank placement en_US
dc.type Technical Report en_US


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