UNLOCKING MANUFACTURING EFFICIENCY: HARNESSING THE POWER OF DIGITAL TWINS IN SKU QUALITY PRODUCTION ANALYSIS

PDF | THIS STUDY INVESTIGATES THE PREVALENCE AND CHARACTERISTICS OF OVER-QUALITY INSTANCES WITHIN THE SKU PRODUCTION PROCESS. THROUGH COMPREHENSIVE ANALYSIS, THE STUDY IDENTIFIES PATTERNS AND TRENDS IN EQUIPMENT USAGE, OVER-QUALITY OCCURRENCES, PRODUCTION COUNTS, AND EQUIPMENT MAINTENANCE OUTAGES ACROSS DIFFERENT MONTHS. THE PRIMARY OBJECTIVE IS TO UNDERSTAND THE OCCURRENCE OF OVER-QUALITY SITUATIONS WITHIN THE PRODUCTION PROCESS. RESULTS UNVEIL SIGNIFICANT VARIATIONS IN OVER-QUALITY OCCURRENCES, WITH CERTAIN MONTHS EXHIBITING HIGHER CONCENTRATIONS. PROPOSED SOLUTIONS INVOLVE DIVERSIFYING THE SKU MIX TO MITIGATE DEPENDENCY ON HEAVILY DEMANDED EQUIPMENT VULNERABLE TO DISRUPTIONS.