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Modelling of DSTATCOM for Improvement of Power Quality using Fuzzy Controller by Fuzzy C-Means Clustering [articol]

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dc.contributor.author Eswaran, T.
dc.contributor.author Suresh Kumar, V.
dc.date.accessioned 2025-02-17T10:40:46Z
dc.date.available 2025-02-17T10:40:46Z
dc.date.issued 2018
dc.identifier.citation Eswaran,T.; Suresh Kumar,V.: Modelling of DSTATCOM for Improvement of Power Quality using Fuzzy Controller by Fuzzy C-Means Clustering. Timişoara: Editura Politehnica, 2018. en_US
dc.identifier.issn 1582-4594
dc.identifier.uri https://dspace.upt.ro/xmlui/handle/123456789/7174
dc.description.abstract In recent years for reactive power compensation, inverter based conditioners have been used, due to their faster responses. To improve the quality of power in a distribution system, Distribution Static Synchronous Compensator (DSTATCOM), which is an inverter based device, has been used broadly. To control these kinds of devices, Proportional-Integral (PI) controller is used with certain pre-specified fixed parameters. Nowadays, the performances of these kind of controllers are not up to the expectation due to the nonlinearity of the system .In this paper , the Fuzzy Logic controller is described with the use of Fuzzy C-Means clustering (FCM) algorithm to design fuzzy rules and membership functions for the control of direct and quadrature axes currents of DSTATCOMs. Simulations on wide range of processes are carried out by using MATLAB/Simulink software and the responses are observed by changing the reference reactive current. The results are compared between the controllers in terms of several performance measures and in which, the DSTATCOM improves the damping of a power system by the proposed schemes. en_US
dc.language.iso en en_US
dc.publisher Timișoara : Editura Politehnica en_US
dc.relation.ispartofseries Journal of Electrical Engineering;Vol 18 No 4
dc.subject Power Quality en_US
dc.subject DSTATCOM en_US
dc.subject Fuzzy C-Means Clustering en_US
dc.subject Proportional-Integral en_US
dc.subject Fuzzy logic en_US
dc.title Modelling of DSTATCOM for Improvement of Power Quality using Fuzzy Controller by Fuzzy C-Means Clustering [articol] en_US
dc.type Article en_US


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