Non-linear PID control of AC current and DC voltage for a photovoltaic
A nonlinear PI approach regulates D-Q Axis Currents and DC Link Voltage in a photovoltaic microgrid, enhancing control efficiency.
A nonlinear PI approach regulates D-Q Axis Currents and DC Link Voltage in a photovoltaic microgrid, enhancing control efficiency.
Microgrids are small power systems with one or most distributed generating units (DGs). Frequency and voltage control are crucial for grid-independent operating. It is a complex problem
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The PI controller ensures that microgrid operates in synchronization with main grid by adjusting the power exchange based on the grid frequency and voltage. During transitions between
This study employs this adaptive technique in a PI controller optimum control strategy with multiple PI controller parameters to improve the efficiency of the off-grid mode process.
This study presents a comprehensive framework that combines Machine Learning (ML) techniques-specifically Artificial Neural Networks (ANNs) and Reinforcement Learning (RL)-with
The study evaluates three distinct control strategies to determine their effectiveness in managing microgrids powered by RES, with the overarching goal of improving energy system
In this paper, an improved voltage control strategy for microgrids (MG) is proposed, using an artificial neural network (ANN)-based adaptive proportional-integral (PI) controller combined...
We evaluate three control strategies—traditional PI, ANN-based PI, and RL-based PI controllers—through extensive simulations of a microgrid with
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