Introduction: Crossflow cooling towers with fans over 2 meters optimize perpendicular air-water flow for efficient heat transfer, reducing energy use and easing maintenance in industrial thermal management. In many industrial settings, workflow inefficiencies silently drain productivity and energy. The cooling systems, responsible for thermal mana