Effective monitoring of key performance indicators (KPIs) in grinding mills is crucial for preventing prolonged shutdowns, revenue loss, and potential environmental or safety hazards. This initiative aims to detect and anticipate issues proactively to maintain operational continuity and safeguard against disruptions. By implementing robust monitoring systems, organizations can optimize mill performance, minimize downtime, and ensure adherence to environmental and safety regulations, thus enhancing overall operational efficiency and reliability.