Microgrid control under uncertainty

A Halev, Y Liu, X Liu - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
control techniques are ill-suited to handle. We build a microgrid interface to simulate microgrids
under uncertainty … reinforcement learning algorithms to control microgrids. Our algorithms…

Microgrid planning under uncertainty

A Khodaei, S Bahramirad… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… significant source of uncertainty in the microgrid planning problem … The last major type of
uncertainty is the microgrid islanding. … operation of the microgrid under prevailing uncertainties. …

Robust control of a DC microgrid under parametric uncertainty and disturbances

M Mehdi, SZ Jamali, MO Khan, S Baloch… - Electric Power Systems …, 2020 - Elsevier
… to parametric uncertainties. Thus, in order to control a DC islanded microgrid with uncertainties
and … in terms of LMIs and solve it for the controller gains. Our goal is to develop a dynamic …

Robust optimal energy management of a residential microgrid under uncertainties on demand and renewable power generation

SM Hosseini, R Carli, M Dotoli - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… the literature on microgrid energy scheduling in the presence of uncertainty and positions
this article contribution. Section III describes the detailed model of the system under study. The …

[HTML][HTML] A Review of the Optimization and Control Techniques in the Presence of Uncertainties for the Energy Management of Microgrids

A Cabrera-Tobar, A Massi Pavan, G Petrone… - Energies, 2022 - mdpi.com
… Depending on the microgrid under analysis, the uncertain parameters to account for may
have different natures and require different representations. This section analyzes the current …

A hierarchically coordinated operation and control scheme for DC microgrid clusters under uncertainty

Q Xu, Y Xu, Z Xu, L Xie… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… are normally designed separately in a hierarchical architecture, with the real-time control in
control scheme for DC MG clusters under uncertainty. In each MG, the tertiary level controller

Energy-storage-based intelligent frequency control of microgrid with stochastic model uncertainties

C Mu, Y Zhang, H Jia, H He - IEEE Transactions on Smart Grid, 2019 - ieeexplore.ieee.org
… The normal operation of microgrid under PV power uncertainties and load changes has
been investigated in Section IV-A. However, there may be sudden load fluctuations, such as the …

Robust model predictive control for optimal energy management of island microgrids with uncertainties

Y Zhang, L Fu, W Zhu, X Bao, C Liu - Energy, 2018 - Elsevier
… This type of island microgrid generally has three … microgrid scheduling strategies. Therefore,
the development of efficient approaches for microgrid optimal operation under uncertainties

Toward optimal day-ahead scheduling and operation control of microgrids under uncertainty

F Farzan, MA Jafari, R Masiello… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… and control models for microgrids under uncertainty. This paper is enhancing … uncertainty
in microgrid’s scheduling and operation. The optimization model takes into account microgrid

Robust energy management of microgrid with uncertain renewable generation and load

Y Xiang, J Liu, Y Liu - IEEE Transactions on Smart Grid, 2015 - ieeexplore.ieee.org
… From (33), the physical meaning of the general robust energy model is to find the worst-case
amount of RG and load with maximum exchange cost under the uncertain sets while getting …