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

12 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).

Keywords

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

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