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Advanced control strategy for AC microgrids: a hybrid ANN-based adaptive PI controller with droop control and virtual impedance technique.

Advanced control strategy AC microgrids is a M.Tech project topic for Electrical Engineering. Explore the IEEE-style abstract, reference paper, PDF…

Advanced control strategy AC microgrids is a M.Tech project topic for Electrical Engineering. It gives students a clear starting point for research, implementation planning, and documentation.

Advanced control strategy AC microgrids Project Details

Abstract

This research framework tackles voltage and frequency regulation problems in AC microgrids when loads change quickly and many distributed energy resources are present. Conventional PI controllers often struggle to keep the system stable under strongly non‑linear conditions. To overcome this, we study a control scheme that combines a hybrid artificial neural network (ANN) adaptive PI controller with droop control and virtual impedance. The virtual impedance loop is designed to separate active and reactive power, reducing problems caused by mismatched line impedances. At the same time, the ANN adaptively adjusts the proportional and integral gains of the inner‑loop controllers in real time, reacting to transients and load changes. Droop control provides

decentralized power sharing among parallel inverters. The method gives a clear way to model, simulate, and assess the microgrid’s transient response, total harmonic distortion (THD), and power‑sharing accuracy. This framework offers a solid research path for studying smart control approaches in modern decentralized power systems.

Reference Paper Advanced control strategy for AC microgrids: a hybrid ANN-based adaptive PI controller with droop control and virtual impedance technique.
Domain Electrical Engineering
Sub-Domain Control Systems / PID Controller Design
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