SEMICON West 2016 Smart · PDF fileSEMICON West 2016 Smart Manufacturing Profiting from Big...
Transcript of SEMICON West 2016 Smart · PDF fileSEMICON West 2016 Smart Manufacturing Profiting from Big...
SEMICON West 2016Smart ManufacturingProfiting from Big Data Analytics
David ParkVP Worldwide Marketing
Smart Manufacturing
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Source: SAP
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Smart Manufacturing
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Smart Manufacturing
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Measurable improvements in
Quality, Yield & Efficiency
Transforming fragmented data across your global supply chain into intelligence for actionable business decisions
Enabling unprecedented visibility into manufacturing operations and the global supply chain
Improving manufacturing operations and the overall supply chain
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Key Market Segments for <1 PPM
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Achieving DPPB – It’s All About The Data
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CLIENT APPLICATIONS•Analytics•Queries•Rules•Simulations
APPLICATIONSERVERS
TEST DATABASE(Cloud or On-Premise)
PROXY SERVER
MES
E-TEST DATA LOG
OPERATIONS CLIENT
Test Floors
Fabless / IDM Headquarters
Factory A
Factory BFactory C
One Point of Truth between Engineering, Operations, Planners, Finance and Management
Alerts & Linked Reports
Guidance & Requests
WAFER SORT TESTER
FINAL TESTTESTER
SLT TESTER
FinanceInventory
Billing Supply
Procurement
Manage-ment
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Enabling Supply Chain Visibility
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Quality
Yield
Efficiency
Data• Integrity• Completeness• Timeliness
Auto Collection
Analytics &Insight
Auto Detection
Realizable Value
Auto Action
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Improving Quality: Data Feed Forward
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1. ECID Data
2. FT1 Measurements
Test Program running
FT2 operationReal-time data!
No test time impact!
Test DB at Supplier
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Device DNA and Quality Index
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Device DNA – The aggregation of all the attributes of a device’s unique characteristics collected during manufacturing test
Quality Index – A numeric value representing the perceived quality of a part based on:
• Wafer geography
• Equipment health during test
• And more…
Quality Index
Lot/Wafer Yield etc.
Quality Rule
Inputs
Wafer Geography
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Electronics Quality: Smart Pairing
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Grade A
Grade B
Grade C
Grade A
Grade B
Grade C
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Improving Quality for Semi and Electronics
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Test ReworkGenealogy
IC & Multi Chip
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N
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Boards Systems In Use PreventionRework
Test & Process Data
Use Data
Performance data
Reliability Data
Leveraging data from across the entire supply chain
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What are the Next Steps in Smart Mfg?
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The semi-electronics supply chain needs to evolve how we address quality
Need to create an eco-system that safeguards the data from the supplier and the OEM
If we succeed, we will deliver higher quality to the end customer, faster and with lower costs for the entire supply chain
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Optimal+ Vision
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In a world where smart electronics are becoming a critical part of every product we use,
enabling the delivery of higher quality, more reliable and affordable electronic products to market
Smart manufacturing will enhance, certify and monitor the quality of electronics and ICs for the lifetime of a product
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Thank You!
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