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 …

Uncertainty-resistant stochastic MPC approach for optimal operation of CHP microgrid

Y Zhang, F Meng, R Wang, B Kazemtabrizi, J Shi - Energy, 2019 - Elsevier
microgrid control framework is proposed to account for forecast and system uncertainties. …
Since the control action in the next time period ( t + 1 ) under different scenarios must be the …

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 …

A model predictive control approach in microgrid considering multi-uncertainty of electric vehicles

C Wu, S Gao, Y Liu, TE Song, H Han - Renewable Energy, 2021 - Elsevier
… aggregated EVs under conventional optimization and multi-uncertainty optimization, … from
the microgrid, while negative power indicates it is being supplied to the microgrid. The shape …

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

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