Stochastic Predictive Control of Multi-Microgrid Systems

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Abstract

This paper presents a stochastic predictive control algorithm for a number of microgrids connected to the same distribution system. Each microgrid includes a variety of distributed resources such as wind turbine, photo voltaic units, energy storage devices and loads. Considering the uncertainty of loads and renewable-based distributed resources, the power management problem is formulated in the framework of stochastic control. The microgrids operation are coupled through a joint probabilistic constraint which requires the power flow from utility to each microgrid limits to a pre-specified range. Utilizing probabilistic distribution function of uncertain variables, the deterministic counterpart of the problem is derived and a close-optimal solution of the problem is achieved. The Monte-Carlo simulation analysis is used to justify the robustness characteristics of the solution.

Original languageEnglish
Title of host publicationProceedings of 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) : EEEIC 2018
Number of pages5
PublisherIEEE Press
Publication date16 Oct 2018
Pages1-5
Article number8494353
ISBN (Print)978-1-5386-5187-2
ISBN (Electronic)978-1-5386-5186-5
DOIs
Publication statusPublished - 16 Oct 2018
EventIEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe - Palermo, Italy
Duration: 12 Jun 201815 Jun 2018
https://www.eeeic.net/eeeic/

Conference

ConferenceIEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe
CountryItaly
CityPalermo
Period12/06/201815/06/2018
Internet address

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Keywords

  • Multi-microgrid system
  • renewable energy resources
  • stochastic control
  • uncertainty management

Cite this

Bazmohammadi, N., Tahsiri, A., Anvari-Moghaddam, A., & Guerrero, J. M. (2018). Stochastic Predictive Control of Multi-Microgrid Systems. In Proceedings of 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe): EEEIC 2018 (pp. 1-5). [8494353] IEEE Press. https://doi.org/10.1109/EEEIC.2018.8494353