Comprehensive Analysis of Machinery Downtime and Ranking (EG 5220)

This report presents an analysis of machinery downtime in an industrial facility, covering a period exceeding two years. The analysis begins with generating downtime trends for eight major equipment items on both monthly and quarterly bases. A Pareto chart is created to identify the most significant downtime events and durations across the entire period. The equipment is then ranked based on criticality, with justifications provided for the ranking methodology. The report further investigates the most critical equipment, examining the causes of downtime categorized under electrical, mechanical, and operational breakdowns, with detailed analysis of the reasons and comments associated with each breakdown. The findings are supported by data visualizations and tables, and the report concludes with a professional presentation of the analysis, including justifications for all arguments and supporting evidence.