[HTML][HTML] Applications of reinforcement learning in energy systems

ATD Perera, P Kamalaruban - Renewable and Sustainable Energy …, 2021 - Elsevier
Energy systems undergo major transitions to facilitate the large-scale penetration of
renewable energy technologies and improve efficiencies, leading to the integration of many …

Distributed generation and renewable energy integration into the grid: Prerequisites, push factors, practical options, issues and merits

CD Iweh, S Gyamfi, E Tanyi, E Effah-Donyina - Energies, 2021 - mdpi.com
Power system operators are in search of proven solutions to improve the penetration levels
of distributed generators (DGs) in the grid while minimizing cost. This transition is driven …

A comprehensive review of recent advances in smart grids: A sustainable future with renewable energy resources

I Alotaibi, MA Abido, M Khalid, AV Savkin - Energies, 2020 - mdpi.com
The smart grid is an unprecedented opportunity to shift the current energy industry into a
new era of a modernized network where the power generation, transmission, and …

A review on distributed generation impacts on electric power system

RA Ufa, YY Malkova, VE Rudnik, MV Andreev… - International journal of …, 2022 - Elsevier
In 2021, the world's total installed capacity of generation units based on renewable energy
sources (not including hydropower) amounted to about 1674 GW: over 825 GW and 849 GW …

Review of optimization techniques applied for the integration of distributed generation from renewable energy sources

Z Abdmouleh, A Gastli, L Ben-Brahim, M Haouari… - Renewable Energy, 2017 - Elsevier
Several potential benefits to the quality and reliability of delivered power can be attained
with the installation of distributed generation units. To take full advantage of these benefits, it …

DC microgrids—Part II: A review of power architectures, applications, and standardization issues

T Dragičević, X Lu, JC Vasquez… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
DC microgrids (MGs) have been gaining a continually increasing interest over the past
couple of years both in academia and industry. The advantages of dc distribution when …

Optimal allocation of renewable distributed generations using heuristic methods to minimize annual energy losses and voltage deviation index

M Purlu, BE Turkay - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper, two metaheuristic methods, genetic algorithm and particle swarm optimization,
are proposed to determine the optimal locations, sizes, and power factors of single and …

Energetic communities for community energy: A review of key issues and trends sha** integrated community energy systems

BP Koirala, E Koliou, J Friege, RA Hakvoort… - … and Sustainable Energy …, 2016 - Elsevier
Energy systems across the globe are going through a radical transformation as a result of
technological and institutional changes, depletion of fossil fuel resources, and climate …

[HTML][HTML] Highly renewable energy systems in Africa: Rationale, research, and recommendations

AS Oyewo, S Sterl, S Khalili, C Breyer - Joule, 2023 - cell.com
This review paper, the first to examine Africa's state of the art fully renewable energy system
analyses, assesses the status and findings of 100% renewable energy system analyses for …

Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading

S Nguyen, W Peng, P Sokolowski, D Alahakoon, X Yu - Applied Energy, 2018 - Elsevier
Distributed generation (DG) based on rooftop photovoltaic (PV) systems with battery
storages is a promising alternative energy generation technology to reduce global …