Optimal energy scheduling for a grid connected Microgrid based on Multi-period Imperialist competition algorithm

Moghaddam, Maziar, Marzband, Mousa and Parhizi, Narges (2017) Optimal energy scheduling for a grid connected Microgrid based on Multi-period Imperialist competition algorithm. In: 2016 IEEE International Conference on Power and Energy (PECon). IEEE, pp. 44-49. ISBN 978-1-5090-2548-0

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Official URL: https://doi.org/10.1109/PECON.2016.7951470

Abstract

More flexibility, better reliability achievement and optimal usage of distributed generation are all together caused to develop Microgrids (MGs) in the power systems. The main duty of an optimal Energy Management System (EMS) is to find the best solution for operation and scheduling of generation resources with the least possible of the operation cost, demand side management and power exchange with the main grid. An EMS based on Multi-dimension Imperialist Competitive Algorithm (thereafter it is called EMS-MICA briefly) is proposed in this paper to consider the non-linear nature of MG system. The fulfillment of the load requirement, the technical specifications of the generation resources and the main grid constraints are included in the proposed problem. Moreover, the obtained results are compared to an EMS based on Mixed Integer Non-linear Programming (EMS-MINLP) approach to achieve the lower Market Clearing Price (MCP) during day-ahead scheduling. The results are proved that the efficiency of the proposed algorithm is significantly improved in comparison with the EMS-MINLP algorithm.

Item Type: Book Section
Uncontrolled Keywords: Optimum energy management, Microgrid, Grid connected, Demand-side management, Imperialist competition algorithm
Subjects: H800 Chemical, Process and Energy Engineering
Department: Faculties > Engineering and Environment > Mathematics, Physics and Electrical Engineering
Depositing User: Becky Skoyles
Date Deposited: 28 Feb 2018 10:27
Last Modified: 28 Feb 2018 10:27
URI: http://nrl.northumbria.ac.uk/id/eprint/33514

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