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A hierarchical deep learning approach to optimizing voltage and frequency control in networked microgrid systems
Distributed energy sources (DERs) and microgrids (MGs) will play an important role in
improving the resilience, reliability and sustainability of the grid through dedicated …
improving the resilience, reliability and sustainability of the grid through dedicated …
A hierarchical deep learning-based recurrent convolutional neural network for robust voltage and frequency operation management in microgrids
Microgrids (MGs) integrate various dynamic energy sources, often making it challenging for
traditional control techniques to manage these complexities. This study addresses key …
traditional control techniques to manage these complexities. This study addresses key …
Optimal design of hybrid green energy powered reduced switch converter based shunt active power filter using horse herd algorithm
Renewable energy sources are playing a leading role in today's world. However, integrating
these sources into the distribution network through power electronic devices can lead to …
these sources into the distribution network through power electronic devices can lead to …
[HTML][HTML] Energy management in networked microgrids: A comparative study of hierarchical deep learning and predictive analytics techniques
The management of renewable energy is one of the most important areas in the ability to
use resources efficiently and ensure stability in the production of energy and the grid. This …
use resources efficiently and ensure stability in the production of energy and the grid. This …
Enhanced power system stabilizer tuning using marine predator algorithm with comparative analysis and real time validation
This study concentrates on the implementation of Marine Predator Algorithm (MPA) scheme
for tuning of a power system stabilizer's (PSS's) parameters to damp the low-frequency …
for tuning of a power system stabilizer's (PSS's) parameters to damp the low-frequency …
Modified puma-optimized novel control strategy for seven-level modular multilevel converter-based static synchronous compensator in grid-connected photovoltaic …
V Naresh, P Balachandar, T Sarada Devi… - Electrical …, 2024 - Springer
The use of standalone microgrids has increased because they are more flexible to supply
energy as per consumer needs and increase pollution. Integrating renewable energy …
energy as per consumer needs and increase pollution. Integrating renewable energy …