Integrating Machine Learning with Binary Integer Programming for Optimal PMU Placement in Dynamic Power Networks

NVU Reddy, R Anuradha, S Lakhanpal… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
PMUs or synchronized PMUs are rapidly becoming essential in today's power systems
acting as monitors in the advancement of mainstream grid supervisory, protective, and …

Leveraging Deep Learning Architectures for Accurate Wind Speed and Power Prediction in Renewable Energy Systems

V Alekhya, RJ Anandhi, A Jain, N Gupta… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
The advanced deep learning models that are incorporated in this paper present strategies
on the forecasting of Wind velocity and wind power. While metaheuristic strategies do not …

Integrating Renewable Energy Sources into Smart Grids with an Aggregator-Based Energy Management System for Efficiency and Resilience

BS Kumar, A Devi, S Sharma… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
Integrating renewable energy sources (RESs) into smart grids (SGs) is challenging due to
the intermittent and unpredictable nature of the sources, which are often the sun or wind …

Enhancing Microgrid Stability: Optimal BESS Sizing via Modified PSO for Frequency Control and Cost Efficiency

SV Singh, V Revathi, BS Babu… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
When constructing a Battery Energy Storage System (BESS) to be incorporated in a
microgrid, the main objective is to minimise the risk of microgrid stability and system failure …

Advancing Power System Evolution with the Energy Internet for Renewable Integration and Grid Optimization

P Anjaiah, U Reddy, KH Babu, A Nagpal… - 2024 International …, 2024 - ieeexplore.ieee.org
The integration of renewable power has emerged as a global issue impeding power system
growth. The emergence of the energy network will provide an innovative approach to …

Integrating Advanced Machine Learning for Stable Real-Time Electricity Pricing in Smart Grids

KS Prasad, CSLV Durga, A Saxena… - 2024 International …, 2024 - ieeexplore.ieee.org
Real-time electricity pricing (RTP) is pivotal for harnessing the full potential of smart energy
grids. Despite consensus on its benefits, the implementation of RTP schemes remains a …

Advancing Distributed Energy Systems through Power Electronic Interfaces Integration and Benefits

VB Sree, R Chandrashekar… - 2024 International …, 2024 - ieeexplore.ieee.org
As distributed energy (DE) systems continue to be used and technology advances have a
growing influence on business, it is becoming more and more important to understand how …

Enhancing Virtual Power Plant Dynamics with Renewable Energy and Storage for Improved Distributed Generation

A Saxena, B Swathi, A Rajitha… - 2024 International …, 2024 - ieeexplore.ieee.org
Distribution networks are seeing an influx of distributed generation (DG) units, particularly
RES and ESS, as a result of cost savings and the depletion of fossil fuels. When smaller …

Strategic Coordination of Electric Vehicle Aggregation and Wind Power for Grid Stability and Traffic Optimization

A Saxena, T Vijetha, K Mayuri… - 2024 International …, 2024 - ieeexplore.ieee.org
Electric cars (EVs) are quickly becoming the norm. Considering the charging characteristic
from the standpoint of electric vehicle scheduling has been the subject of research. Too far …