Nature

An approach for load frequency control enhancement in two-area hydro-wind power systems using LSTM + GA-PID controller with augmented lagrangian methods

The stable operation of a power system is essential to ensure a reliable electricity supply to consumers. This stability relies on maintaining a balance between power generation and load demand while ...
Nature

Enhanced grid stability of DFIG-based wind systems through intelligent reactive power coordination using machine learning-based control

This paper presents an intelligent coordination strategy for enhancing the dynamic performance of doubly-fed induction generator (DFIG)-based wind energy systems through real-time reactive power ...