PT. Asia Pacific Fibers Tbk is a manufacturing company that produces export quality polyester yarn. In an attempt to apply quality control to suppress the failure rate of the company's product, quality standard is set to have less than 6% failure rate from the total units produced. However, the fact the field indicate a defect rate that exceeds its predetermined percentage. This study aims to…