This initiative targets the optimization of grinding mill maintenance to prevent unplanned downtime, a critical factor for profitability. Traditional maintenance schedules often overlook potential failures or result in unnecessary expenses. Moreover, continuous mill operation leads to wear and tear, causing production delays. By implementing predictive maintenance strategies, organizations can proactively address these issues. Through advanced analytics, potential failures can be anticipated, maintenance schedules optimized, and downtime minimized, thereby maximizing operational efficiency.