Title :
Setting quality control requirements to balance between Cycle Time and Yield in a semiconductor production line
Author :
Gilenson, Miri ; Hassoun, Michael ; Yedidsion, Liron
Author_Institution :
Technion - Israel Inst. of Technol., Haifa, Israel
Abstract :
We consider a semiconductor production line in which production stations are afflicted by a defect deposition process and immediately followed by an inspection step. We propose to integrate operational aspects into quality considerations by formulating a Cycle Time (CT) versus Yield trade off. We connect the two performance measures through the determination of the limit for defects at the inspection step. We extend former results to a tandem production line and present an optimal greedy algorithm that provides the Pareto-optimal set of Upper Control Limit (UCL) values for the line. The obtained model enables decision makers to knowingly sacrifice Yield to shorten CT and vice versa.
Keywords :
Pareto optimisation; decision making; greedy algorithms; inspection; quality control; semiconductor device manufacture; Pareto-optimal set; UCL value; cycle time; decision maker; defect deposition process; inspection step; operational aspect; optimal greedy algorithm; production station; quality control requirement; semiconductor production line; upper control limit value; yield trade off; Inspection; Integrated circuits; Maintenance engineering; Metrology; Monitoring; Process control; Production;
Conference_Titel :
Simulation Conference (WSC), 2014 Winter
Conference_Location :
Savanah, GA
Print_ISBN :
978-1-4799-7484-9
DOI :
10.1109/WSC.2014.7020086