Directory profiles · Battery Business Directory
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Manufacturing Data Infrastructure
Advanced Analytics & AI
yield optimization
predictive maintenance
defect detection (vision)
process optimization & more
OFFICE
Enterprise Resource Planning
TYPES OF MANUFACTURING DATA IoT/FDC
Equipment sensor data collection
Process
Metrology, run card, materials, MES, etc.
Manufacturing Execution System
Electrode Area Server
Statistical Process Control Server
Alarm Server SCADA System
PLANT
Operations Command Center
Analytics Server
Assembly Area Server
Warehouse Management System
Formation Area Server
Image
X-ray, visible spectrum imaging, optical, etc. Testing End-of-line: formation, aging, QC and beyond Digital Thread / Genealogy Cell, module, pack traceability; batch, lot, recipe linkage Sustainability & Compliance Data Energy consumption, CO2, footprint, Regulatory reporting (EU Battery Regulation) Each data type is unique, requiring its own data storage and characterization strategy. For example, images take up a lot of space and may require a unique storage approach.
Manufacturers must integrate inspection, sensors, test, and AI systems into a unified data backbone to enable better traceability, real-time optimization and control, and regulatory compliance.
Source: PDF Solutions, Graph from Internal Experts
Extracted from the PDF; charts and images may read imperfectly.
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