INTRODUCTION Historically, municipal and industrial water treatment facilities have operated on reactive control philosophies. Operators manually adjust Dissolved Oxygen (DO) setpoints based on grab samples, or run pumps to failure based on arbitrary maintenance schedules. This reactive approach leads to staggering inefficiencies: aeration alone consumes 50-60% of a typical wastewater treatment plantβs electrical budget, while […]