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Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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Abstract

State monitoring and analysis of distribution systems has become an urgent issue, and state estimation serves as an important tool to deal with it. In this paper, a Kalman-Filter-based state estimation method for a multi-bus islanded microgrid is presented. First, an overall small signal model with consideration of voltage performance and load characteristic is developed. Then, a Kalman-Filter-Based state estimation method is proposed to estimate system information instead of using communication facilities, where the estimator of each DG unit can dynamically obtain information of all the DG units as well as network voltages just by local voltage and current itself. The proposed estimation method is able to provide accurate states information to support system operation without any communication facilities. Simulation and experimental results are given for validating the proposed small signal model and state estimation method.
OriginalsprogEngelsk
TitelProceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014)
Antal sider6
ForlagInstitution of Engineering and Technology (IET)
Publikationsdatoapr. 2014
Sider1-6
ISBN (Elektronisk)978-1-84919-815-8
DOI
StatusUdgivet - apr. 2014
Begivenhed7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014 - Manchester, Storbritannien
Varighed: 8 apr. 2014 → 10 apr. 2014

Konference

Konference7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014
Land/OmrådeStorbritannien
ByManchester
Periode08/04/2014 → 10/04/2014
SponsorALTERA, Cummins Generator Technologies, Emerson Electric Co., et al., Knowledge Transfer Network KTN, OMICRON
NavnI E T Conference Publication Series
ISSN0537-9989

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