Economic Model Predictive Control-Based Strategies for Cost-Effective Supervision of Community Microgrids Considering Battery Lifetime

Francesco Tedesco, Lubna Mariam, Malabika Basu, Alessandro Casavola, Michael F. Conlon

Research output: Contribution to journalArticlepeer-review

Abstract

Community-based microgrid (C-μ Grid) systems are gaining increasing importance nowadays because of the lack of μ Grid public investment and management policies. Technoeconomic analysis shows that C- μ Grid based on a cluster of microgenerators could be an effective solution when individual systems are not feasible. In this paper, the controlling capability of the central controller of the C- μ Grid is improved through an economic model predictive control (EMPC) approach operating at the pricing level that can fulfill the goal of the operational control of the cluster. With a central controller, it is capable of satisfying the demand at prosumer (active energy producer and simultaneous consumer) sides and, at the same time, optimizing the various μ Grid contrasting constraints. Emphasis here has been given to the operational constraints related to the battery lifetime, so that the maintenance and replacement costs would be reduced. A comparative analysis has been carried out between the performance of two systems, one based on an IF-THEN-ELSE heuristic supervision logic (S-LOGIC) and the other based on the proposed EMPC strategy. The analysis has been undertaken in a location in Dublin, Ireland, on the basis of available measured data. Simulation shows the effectiveness of implementing the EMPC approach to optimally manage the system.

Original languageEnglish
Article number7126917
Pages (from-to)1067-1077
Number of pages11
JournalIEEE Journal of Emerging and Selected Topics in Power Electronics
Volume3
Issue number4
DOIs
Publication statusPublished - Dec 2015

Keywords

  • Battery lifetime
  • cost benefit analysis
  • microgrid
  • model predictive control
  • optimization-
  • renewable energy
  • sustainability.

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