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YMS (Yield Management System)

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  • YMS (Yield Management System)

Intelligent Big Data Engine Platform

Centered on combining intelligent algorithms with engineering methodologies to offset gaps in personnel experience, the Intelligent Big Data Engine Platform applies to numerous scenarios including equipment anomaly investigations, quality defect root-cause analysis, and parameter optimization.
Core system modules include: FDC, YMS, VM & EHM, BDP, DMS, BI, and APC/R2R.

YMS
(Yield Management System)

Leveraging AI-driven big data analytics and integration with MESwell to monitor yield metrics, defect patterns, and process deviations across multi-site operations in real time.

Product Advantages

Integrating engineering and manufacturing by deeply fusing EDA engineering analysis capabilities with YMS mass-production yield management, preventing analysis results from remaining at the engineering phase.

Analysis results are explainable and traceable, supporting algorithms such as PLS/RF, outputting explicit impact factors (e.g., VIP rankings), and allowing conclusions to be backtracked and re-verified.

Platform-based and extensible, it links with modules like ADC, VM, and EHM, continuously expanding into a complete quality and process optimization system.