A real-time control methodology that uses artificial intelligence algorithms to dynamically adjust system parameters, such as resonant frequencies or flow rates, to match changing operating conditions. In thermal plants, it optimizes efficiency and mitigates mechanical wear by continuously adapting to thermal and mechanical fluctuations.