Title :
The identification and analysis of systematic yield loss
Author :
Langford, Rick E. ; Hsu, George ; Sun, Cindy
Author_Institution :
Silicon Manuf. Partners, Singapore
Abstract :
With increasing expectations for yield and learning rates, a refined method of yield excursion determination is required. This need is met through the use of yield trend box plots with overlaid wafer map composites by quartile. It was found that this method quickly identifies excursion lots based on spatial non-randomness in addition to yield and its variation. Once identified, lots or wafers with spatial anomalies can be further studied using correlation utilities, time line studies, commonality analysis, and spatial signature matching
Keywords :
integrated circuit yield; production engineering computing; statistical analysis; commonality analysis; correlation utilities; learning rates; overlaid wafer map composites; spatial anomalies; spatial nonrandomness; spatial signature matching; systematic yield loss; time line studies; yield excursion determination; yield trend box plots; Displays; Fluctuations; Loss measurement; Manufacturing industries; Performance analysis; Refining; Sampling methods; Silicon; Sun; Wood industry;
Conference_Titel :
Advanced Semiconductor Manufacturing Conference and Workshop, 2000 IEEE/SEMI
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-5921-6
DOI :
10.1109/ASMC.2000.902565