Stochastic Predictive Control of Multi-Microgrid Systems

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Abstrakt

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.

OriginalsprogEngelsk
TitelProceedings 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
Antal sider5
ForlagIEEE Press
Publikationsdato16 okt. 2018
Sider1-5
Artikelnummer8494353
ISBN (Trykt)978-1-5386-5187-2
ISBN (Elektronisk)978-1-5386-5186-5
DOI
StatusUdgivet - 16 okt. 2018
BegivenhedIEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe - Palermo, Italien
Varighed: 12 jun. 201815 jun. 2018
https://www.eeeic.net/eeeic/

Konference

KonferenceIEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe
LandItalien
ByPalermo
Periode12/06/201815/06/2018
Internetadresse

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Citationsformater

Bazmohammadi, N., Tahsiri, A., Anvari-Moghaddam, A., & Guerrero, J. M. (2018). Stochastic Predictive Control of Multi-Microgrid Systems. I 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 (s. 1-5). [8494353] IEEE Press. https://doi.org/10.1109/EEEIC.2018.8494353