K. Satheesh

Machine Learning-Driven Predictive Maintenance of Refinery Fired Heaters Using Industrial Process Data

Machine learning (ML) provides a powerful approach for predictive maintenance of industrial equipment, enabling early detection of equipment degradation and supporting condition-based maintenance strategies. In Petroleum refineries, fired heaters are critical equipments where progressive fouling of heater coils require...