TL;DR — Predictive maintenance vibration monitoring in 60 words Vibration monitoring is the foundation of predictive maintenance for rotating equipment. ISO 10816 / ISO 20816 defines vibration severity thresholds. Analysis: FFT spectrum, envelope analysis (bearings),...
TL;DR — Data lake manufacturing 2027 in 60 words Manufacturing data lakes consolidate ERP, MES, Historian, OEE, quality, supply chain data for analytics + AI/ML. Major platforms 2027: Snowflake (cloud-agnostic SQL), Databricks Lakehouse (Spark + ML), AWS Lake...
TL;DR — Semiconductor SPC Cp/Cpk monitoring in 60 words Semiconductor manufacturing operates with Cp/Cpk targets typically >1.67 (4-sigma) for critical dimensions, >2.00 (6-sigma) for advanced nodes. SPC monitoring at wafer, lot, fab level integrated with Fault...
TL;DR — Pharma FDA 21 CFR Part 11 validation in 60 words FDA 21 CFR Part 11 (1997) regulates electronic records + electronic signatures equivalent to paper. Validation methodology: GAMP 5 (5 software categories), IQ/OQ/PQ protocols, ALCOA+ data integrity principles....
TL;DR — Aerospace AS9100 MES implementation in 60 words AS9100D:2016 is the aerospace QMS standard (ISO 9001 + aerospace-specific). MES implementation 2027 must support: configuration management per unit (each unit), First Article Inspection (FAI) AS9102, NADCAP...
TL;DR — MES vs ERP vs Historian in 60 words ERP (L4, days-months): business planning, finance, orders, customers — SAP, Oracle. MES (L3, minutes-hours): operations execution, recipes, traceability, OEE — Siemens Opcenter, Aveva, Werum. Historian (L2,...
TL;DR — MES architecture ISA-95 in 60 words ISA-95 (IEC 62264) is the international standard for MES architecture. Five levels: L0 physical process, L1 sensors/actuators, L2 SCADA/PLC, L3 MES (operations), L4 ERP (business). Four operations: production, maintenance,...
