by Équipe TEEPTRAK | May 19, 2026 | Uncategorized
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),...
by Équipe TEEPTRAK | May 19, 2026 | Uncategorized
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...
by Équipe TEEPTRAK | May 19, 2026 | Uncategorized
TL;DR — AI/ML defect detection computer vision in 60 words AI/ML defect detection uses deep learning to identify product defects automatically: CNNs (ResNet, EfficientNet, YOLO), Vision Transformers (ViT, Swin), foundation models (CLIP, SAM, GPT-4V). Industrial...
by Équipe TEEPTRAK | May 18, 2026 | Uncategorized
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...
by Équipe TEEPTRAK | May 18, 2026 | Uncategorized
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....
