A stochastic MPC based approach to integrated energy management in microgrids

Y Zhang, F Meng, R Wang, W Zhu, XJ Zeng - Sustainable cities and society, 2018 - Elsevier
In this paper, a stochastic model predictive control (SMPC) approach to integrated energy
(load and generation) management is proposed for a microgrid with the penetration of …

Optimal operation of a smart residential microgrid based on model predictive control by considering uncertainties and storage impacts

Y Zhang, T Zhang, R Wang, Y Liu, B Guo - Solar Energy, 2015 - Elsevier
A model predictive control (MPC) based coordinated operation framework for a grid-
connected residential microgrid with considering forecast errors is presented in this paper …

Stochastic model predictive control for economic/environmental operation management of microgrids

A Parisio, L Glielmo - 2013 European Control Conference …, 2013 - ieeexplore.ieee.org
Microgrids are subsystems of the distribution grid which comprises generation capacities,
storage devices and controllable loads, which can operate either connected or isolated from …

Model predictive control‐based operation management for a residential microgrid with considering forecast uncertainties and demand response strategies

Y Zhang, R Wang, T Zhang, Y Liu… - IET Generation …, 2016 - Wiley Online Library
This study proposes a model predictive control (MPC)‐based home energy management
system for residential microgrid (RM) in which all related information such as the time …

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

Y Zhang, F Meng, R Wang, B Kazemtabrizi, J Shi - Energy, 2019 - Elsevier
The combined heat and power (CHP) microgrid can work both effectively and efficiently to
provide electric and thermal power when an appropriate schedule and control strategy is …

[HTML][HTML] Development and experimental validation of hierarchical energy management system based on stochastic model predictive control for Off-grid Microgrids

S Polimeni, L Meraldi, L Moretti, S Leva… - Advances in Applied …, 2021 - Elsevier
In this study, a hierarchical energy management system (EMS) is proposed, to coordinate
different energy sources in an islanded multi-good microgrid. The first layer deals with the …

Stochastic model predictive control for economic/environmental operation management of microgrids: An experimental case study

A Parisio, E Rikos, L Glielmo - Journal of Process Control, 2016 - Elsevier
Microgrids are subsystems of the distribution grid which comprises generation capacities,
storage devices and flexible loads, operating as a single controllable system either …

Stochastic optimization of microgrids with hybrid energy storage systems for grid flexibility services considering energy forecast uncertainties

F Garcia-Torres, C Bordons, J Tobajas… - … on Power Systems, 2021 - ieeexplore.ieee.org
This paper presents a stochastic framework for the optimization of microgrids that has the
functionality of providing flexibility services to System Operators (SOs) considering …

Risk-averse model predictive operation control of islanded microgrids

CA Hans, P Sopasakis, J Raisch… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we present a risk-averse model predictive control (MPC) scheme for the
operation of islanded microgrids with very high share of renewable energy sources. The …

[HTML][HTML] Combined two-stage stochastic programming and receding horizon control strategy for microgrid energy management considering uncertainty

Z Li, C Zang, P Zeng, H Yu - Energies, 2016 - mdpi.com
Microgrids (MGs) are presented as a cornerstone of smart grids. With the potential to
integrate intermittent renewable energy sources (RES) in a flexible and environmental way …