Frequency Control in Microgrids: An Adaptive Fuzzy-Neural
dynamic adjustment of these vir-tual parameters promises robust solution with stable frequency. This paper proposes a method to adapt t. e inertia, damping, and droop parameters dynamically through
Energy Management in Hybrid Microgrid using Artificial Neural Network
In recent research, various methods have been proposed for controlling the micro-grids, especially voltage and frequency control. This study introduces a microgrid system, an overview of...
An efficient safety prediction and control strategy using fuzzy neural
In islanded microgrids, voltage and frequency deviations are critical indicators of system safety. Effectively managing these deviations to achieve a dynamic balance between generation and
Artificial neural network based hierarchical intelligent control
This study proposes an artificial neural network-based hierarchical intelligent control framework for a fully renewable hybrid microgrid powering a residential villa in Jeddah, Saudi Arabia.
Hybrid Control of the DC Microgrid Using Deep Neural Networks and
In this paper, a two-step controller is designed for the DC microgrid using a combination of the deep neural network (DNN) and exponential reaching law-based global terminal sliding mode
Enhancing microgrid performance with AI‐based predictive control
In summary, the integration of DNN‐based predictive control represents a significant advancement in microgrid management, providing a solution to address performance challenges and
Scalable Neural Network Control for Nonlinear DC Microgrids Under
To address this issue, this article proposes a scalable neural network control strategy for nonlinear DCmGs with CPLs, enabling seamless PnP operations of DGUs. A radial basis function neural
Load frequency control in renewable based micro grid with Deep
This paper introduces a novel control strategy to optimise the load frequency model in a microgrid (MG) with vehicle-to-grid interactions using Particle Swarm Optimisation - deep Artificial
Microgrid Controls | Grid Modernization | NLR
Microgrids can include distributed energy resources such as generators, storage devices, and controllable loads. Microgrids generally must also include a control strategy to maintain, on an
A comprehensive review of microgrid control methods: Focus on AI
Effective control systems are essential for ensuring smooth integration, managing energy storage systems, and maintaining microgrid safety. In this study, a review of recent control methods