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Integration of a heuristic multi-agent protection system into a distribution network interconnected with distributed energy resources

journal contribution
posted on 27.11.2020, 04:25 by Pejman Peidaee, A Kalam, J Shi
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. In conventional method protection schemes are devised for certain operation conditions with fixed settings throughout their operation life, however, protection systems in interconnected distribution networks rely on a detailed analysis of fault current contribution and variation in operation conditions under real-world scenarios. In fact, the concept of Adaptive Protection System (APS) and possibility of the adjustment for protection settings within modern Intelligent Electronic Devices (IEDs) have introduced desired functionalities for protection systems to cope with complex operation scenarios envisioned within future power system networks. In this paper, a novel protection system based on Multi-Agent System (MAS) and heuristic decision-making is proposed to update protection settings of the protection IEDs with respect to prevailing operation conditions in an interconnected distribution network. The adopted methodology is reliant on real-time simulation of a distribution network interconnected with Doubly-fed Induction Generator (DFIG) wind farms where different fault scenarios are applied to evaluate the functionality and performance of the proposed Multi-Agent Protection System (MAPS). In addition to that, combination of knowledge sharing between different protection IEDs and logic reasoning are integrated to fulfill protection task under real-world operation scenarios. The significance of the proposed MAPS is the improvement in protection system of the interconnected distribution network.

Funding

The authors would like to thank OPAL-RT for supporting this research with special thanks to Christy Genganantha technical support and Jean Belanger for providing the OP5600 real-time digital simulator equipment during our research studies. We are also immensely grateful to Vitoria University and Professor Stephen Gray, the Director of the Institute of Sustainable Industries and Liveable Cities (ISILC) for approving the on campus access for running experiments using VUZS laboratory.

History

Publication Date

09/10/2020

Journal

Energies

Volume

13

Issue

20

Article Number

5250

Pagination

25p. (p. 1-25)

Publisher

MDPI AG

ISSN

1996-1073

Rights Statement

The Author reserves all moral rights over the deposited text and must be credited if any re-use occurs. Documents deposited in OPAL are the Open Access versions of outputs published elsewhere. Changes resulting from the publishing process may therefore not be reflected in this document. The final published version may be obtained via the publisher’s DOI. Please note that additional copyright and access restrictions may apply to the published version.

Licence

Exports