Multi-Source Distributed Energy Resources Management System Based on Pattern Search Optimal Solution Using Nonlinearized Power Flow Constraints

Luis Fernando Moreira Machado, Silvio Giuseppe Di Santo, Giovanni Manassero Junior, Rodney Itiki, Madhav D. Manjrekar

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

The continuous improvement of energy storage and distributed generation technologies, in conjunction with demand-side pricing policies set by governments worldwide, modify electricity customers' behavior, with potentially adverse effects on the quality of power delivered to the end-users. A major technical challenge is the optimization of power dispatch to minimize customer operating costs under constraints from the supply side. Therefore, this research proposes a multi-source distributed energy resources management system capable of delivering a compromise solution for power supply, storage, and demand-side in different electric pricing policies, using non-linear operating restrictions such as cable loading, transformer loading, power factor, maximum contract demand, and voltage level, calculated using a power flow algorithm. To test the proposed management system, the authors evaluated two different scenarios in an existing microgrid: a time-of-use electricity tariff, and a real-time tariff. The results show that the proposed system can lead to savings of up to 40% of the total operating costs for consumers when applied to time-of-use electricity tariff and up to 20% when applied to real-time electricity tariff, considerably reducing the violation probabilities of power quality indicators set by local utility company regulations.

Original languageEnglish
Article number9356596
Pages (from-to)30374-30385
Number of pages12
JournalIEEE Access
Volume9
DOIs
StatePublished - 2021
Externally publishedYes

Funding

This work was supported in part by the Coordenacao de Aperfeicoamento de Pessoal de Nivel Superior-Brasil (CAPES) under Grant Finance Code 001and in part by Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq).

FundersFunder number
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Conselho Nacional de Desenvolvimento Cientifico e Tecnologico

    Keywords

    • Energy storage
    • hydroelectric-thermal power generation
    • optimization methods
    • photovoltaic systems
    • power generation dispatch

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