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Robust Nonlinear Economic MPC based Management of a Multi Energy Microgrid (CROSBI ID 288610)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Vasilj, Josip ; Jakus, Damir ; Sarajcev, Petar Robust Nonlinear Economic MPC based Management of a Multi Energy Microgrid // IEEE transactions on energy conversion, 36 (2021), 2; 1-10. doi: 10.1109/TEC.2020.3046459

Podaci o odgovornosti

Vasilj, Josip ; Jakus, Damir ; Sarajcev, Petar

engleski

Robust Nonlinear Economic MPC based Management of a Multi Energy Microgrid

In this paper, the nonlinear economic model predictive control based energy management of a multi-energy microgrid is presented. The microgrid is composed of the district heating system with a cogeneration power plant supplying both the heat and the electricity demand of residential buildings with photovoltaic sources. Furthermore, access to liberalized heat and electricity market is assumed. This kind of environment requires consideration of the economical aspects, the technical aspects, the safety/quality of supply, and consumer preferences. The major contributions introduced in the presented approach are the following. A nonlinear formulation is adopted to capture the nonlinear thermal models and the nonlinear algebraic model of the heat supply network. The second major contribution is the economic character of the objective following the assumption of a liberalized market environment. Such formulation accounts for the specifics of the energy market organization. Finally, the stochastic nature of the planning problem is introduced through a practical robust formulation. The results obtained on a representative case study clearly show the benefits of the proposed approach compared to the traditional energy management approach.

Multi-energy systems ; Microgrid ; Model predictive control ; Robust control ; District heating

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Podaci o izdanju

36 (2)

2021.

1-10

objavljeno

0885-8969

1558-0059

10.1109/TEC.2020.3046459

Povezanost rada

Elektrotehnika

Poveznice
Indeksiranost