Real-time optimal energy management of microgrid with uncertainties based on deep reinforcement learning

C Guo, X Wang, Y Zheng, F Zhang - Energy, 2022 - Elsevier
Microgrid (MG) is an effective way to integrate renewable energy into power system at the
consumer side. In the MG, the energy management system (EMS) is necessary to be …

A two-stage distributionally robust optimization model for P2G-CCHP microgrid considering uncertainty and carbon emission

Z Siqin, DX Niu, X Wang, H Zhen, MY Li, J Wang - Energy, 2022 - Elsevier
The utilization of energy efficient combined cooling heat and power (CCHP) microgrid
systems provide an opportunity for us to considering both the increase of economic benefits …

Robust optimal control for demand side management of multi-carrier microgrids

R Carli, G Cavone, T Pippia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper focuses on the control of microgrids where both gas and electricity are provided
to the final customer, ie, multi-carrier microgrids. Hence, these microgrids include thermal …

[HTML][HTML] Assessing the role of energy storage in multiple energy carriers toward providing ancillary services: A review

J Alpízar-Castillo, L Ramirez-Elizondo, P Bauer - Energies, 2022 - mdpi.com
Renewable energy power plants and transport and heating electrification projects are being
deployed to enable the replacement of fossil fuels as the primary energy source. This …

Multi-stage optimal energy management of multi-energy microgrid in deregulated electricity markets

Y Wang, W Dong, Q Yang - Applied Energy, 2022 - Elsevier
A multi-energy microgrid (MEMG) consisting of different forms of distributed generation, eg,
combined heat and power (CHP) units and renewable distributed energy resources …

[HTML][HTML] Optimal energy management of micro-grid using sparrow search algorithm

A Fathy, TM Alanazi, H Rezk, D Yousri - Energy reports, 2022 - Elsevier
In this paper, a recent metaheuristic approach of sparrow search algorithm (SSA) is
employed to manage the operation of microgrid (MG) in an optimal manner. Two …

Effect of power-to-gas technology in energy hub optimal operation and gas network congestion reduction

J Salehi, A Namvar, FS Gazijahani, M Shafie-khah… - Energy, 2022 - Elsevier
Natural gas will play a key role in the transition to a lower-carbon economy, constituting a
natural alternative to coal and acting as a backup resource to the intermittent nature of …

[HTML][HTML] Optimization models under uncertainty in distributed generation systems: A review

À Alonso-Travesset, H Martín, S Coronas, J de la Hoz - Energies, 2022 - mdpi.com
Distributed generation systems (DGSs) are one of the key developments enabling the
energy transition. DGSs provide users with increased control over their energy use and …

Multi-time scale dynamic robust optimal scheduling of CCHP microgrid based on rolling optimization

Z Cheng, D Jia, Z Li, J Si, S Xu - International Journal of Electrical Power & …, 2022 - Elsevier
Combined cooling, heating and power (CCHP) microgrid can effectively improve the
efficiency of renewable energy and reduce the operating cost of microgrids. However, the …

Long-term stochastic model predictive control and efficiency assessment for hydro-wind-solar renewable energy supply system

Y Zhang, C Cheng, H Cai, X Jin, Z Jia, X Wu, H Su… - Applied Energy, 2022 - Elsevier
It is popular to combine the hydropower plant with the wind and solar power plants to supply
electricity, and the joint is termed as the hydro-wind-solar renewable energy supply system …