Solar Energy Forecasting Using Machine Learning Techniques for Enhanced Grid Stability
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3574093
Abstract: The increasing integration of solar photovoltaic (PV) systems into modern energy grids presents significant challenges due to the intermittent and weather-dependent nature of solar energy generation. Accurate short-term forecasting is essential to ensure grid stability… read more here.
Keywords: energy; grid stability; solar energy; machine learning ... See more keywords
Strategic Electric Vehicle Charging in Community Microgrids: Enhancing Grid Stability, Reducing Emissions, and Optimizing Costs
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3584453
Abstract: This paper investigates Electric Vehicle (EV) charging strategies within a community microgrid (CMG) framework, focusing on optimizing grid stability, minimizing emissions, and reducing system costs. The study analyzes user behavior and charging needs based on… read more here.
Keywords: stability; electric vehicle; grid stability; vehicle charging ... See more keywords
Impact of Virtual Inertia on DC Grid Stability With Constant Power Loads
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Power Electronics"
DOI: 10.1109/tpel.2023.3243138
Abstract: Virtual inertia is an effective control approach to attenuate sudden voltage changes during transient events in low-inertia dc grids. While methods have been proposed to implement virtual inertia, its impact on dc grid stability in… read more here.
Keywords: constant power; grid stability; virtual inertia; inertia ... See more keywords
Enhancing Smart Grid Stability through a Hybrid Biometric Pattern Recognition and Long Short-Term Memory Approach
Sign Up to like & getrecommendations! Published in 2024 at "International Journal on Advanced Science, Engineering and Information Technology"
DOI: 10.18517/ijaseit.14.5.20450
Abstract: The stability of power grids is critical in ensuring the consistent and efficient delivery of electricity. However, traditional predictive models often fall short in addressing grid data's intricate and ever-changing nature, making it challenging to… read more here.
Keywords: smart grid; pattern recognition; stability; grid stability ... See more keywords
Optimized LSTM for Accurate Smart Grid Stability Prediction Using a Novel Optimization Algorithm
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Energy Research"
DOI: 10.3389/fenrg.2024.1399464
Abstract: The stability of smart grids is crucial for ensuring reliable and efficient power distribution in modern energy systems. This paper presents an optimized Long Short-Term Memory model for predicting smart grid stability, leveraging the Novel… read more here.
Keywords: smart grid; stability; grid stability; guide wwpa ... See more keywords