CSV and 21 CFR Part 11 for Automation Engineers
- October 29, 2025
CSV and 21 CFR Part 11 for Automation Engineers Computer System Validation (CSV) is at the core of pharmaceutical and biotech automation. For eng...
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OEE in Gigafactories: Where the Losses Hide
- October 29, 2025
OEE in Gigafactories: Where the Losses Hide As gigafactories ramp up, Overall Equipment Effectiveness (OEE) becomes the ultimate efficiency bench...
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Quality Control for EV Batteries: From Vision to X-Ray
- October 29, 2025
Quality Control for EV Batteries: From Vision to X-Ray Quality control in battery manufacturing has evolved from simple dimensional checks to mul...
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Robots in Battery Assembly: Safety and Part Handling
- October 29, 2025
Robots in Battery Assembly: Safety and Part Handling Battery assembly combines high weight, electrical energy, and chemical sensitivity — a...
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Automating Electrode Coating and Dry Rooms: What’s Special
- October 29, 2025
Automating Electrode Coating and Dry Rooms: What’s Special Battery electrode manufacturing is one of the most technically demanding automat...
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Traceability for Cells and Packs: Data from Day One
- October 29, 2025
Traceability for Cells and Packs: Data from Day One Battery manufacturers must meet growing regulatory and customer demands for full traceability...
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In-Line Test Automation: ICT, AOI, and End-of-Line
- October 28, 2025
In-Line Test Automation: ICT, AOI, and End-of-Line Testing is the final gate before shipment — and the most data-rich step in electronics m...
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How EMS Providers Automate Without Killing Flexibility
- October 28, 2025
How EMS Providers Automate Without Killing Flexibility Electronic Manufacturing Services (EMS) companies thrive on high product variability. But...
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Robots for Tiny Tolerances: Vision and Force Strategies
- October 28, 2025
Robots for Tiny Tolerances: Vision and Force Strategies Electronic assemblies often demand sub-100-micron accuracy. Achieving this repeatably req...
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ESD-Safe Automation: What Integrators Forget
- October 28, 2025
ESD-Safe Automation: What Integrators Forget Electrostatic discharge (ESD) can silently destroy microelectronic components. As robots take over h...
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High-Mix Robotics: Soldering, Dispensing, and Micro-Assembly
- October 28, 2025
High-Mix Robotics: Soldering, Dispensing, and Micro-Assembly In electronics manufacturing, high-mix, low-volume production has always challenged...
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How to Avoid Creating a New Data Silo with Your UNS
- October 28, 2025
How to Avoid Creating a New Data Silo with Your UNS The irony of many Unified Namespace (UNS) projects is that they end up creating another silo...
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Bridging OT and IT: Governance for Shared Data
- October 28, 2025
Bridging OT and IT: Governance for Shared Data Operational Technology (OT) and Information Technology (IT) have historically worked in silos &mda...
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Naming Conventions for UNS: Keep It Human, Keep It Hierarchical
- October 28, 2025
Naming Conventions for UNS: Keep It Human, Keep It Hierarchical A Unified Namespace is only as usable as its naming scheme. Engineers, analysts,...
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Data Ownership in OT: Who Owns What, and Why It Matters
- October 28, 2025
Data Ownership in OT: Who Owns What, and Why It Matters As plants adopt Unified Namespace architectures, data ownership becomes a governance chal...
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Designing a Plant-Wide Data Model That Scales
- October 28, 2025
Designing a Plant-Wide Data Model That Scales A Unified Namespace (UNS) only delivers value if its underlying data model is consistent, scalable,...
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Query Patterns for Fast Root-Cause Analysis
- October 28, 2025
Query Patterns for Fast Root-Cause Analysis When a production issue strikes, time is everything. Engineers need historian queries that return res...
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Data Retention in Regulated Industries: How to Stay Compliant
- October 28, 2025
Data Retention in Regulated Industries: How to Stay Compliant Pharma, energy, and food manufacturers face strict requirements for how long produc...
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From Tags to Models: Context Layers That Unlock Value
- October 28, 2025
From Tags to Models: Context Layers That Unlock Value Industrial data becomes exponentially more valuable when structured. Moving from raw tags t...
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Choosing a Time-Series DB for OT: Requirements That Matter
- October 28, 2025
Choosing a Time-Series DB for OT: Requirements That Matter Not all time-series databases are created equal. In OT environments, performance and r...
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