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Tag: shop floor analytics

Your OEE Number Is Lying to You About High-Mix Lines

August 14, 2026 R2D2
Operator viewing an OEE dashboard screen on a high-mix manufacturing line

A single static ideal cycle time per asset makes high-mix lines look chronically broken and hides genuine improvement. Here’s a practitioner playbook for building SKU-aware, changeover-aware OEE inside the MES and historian you already have.

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POPULARchangeover management, high-mix manufacturing, ISA 95, MES, OEE, shop floor analytics

Products & Reviews

  • Engineer reviewing time-series data trends on a control room monitor
    August 14, 2026 R2D2

    Do You Still Need a Historian Once You’ve Got a UNS

    Purpose-built historians and general-purpose time-series databases now genuinely...
    PRODUCTS & REVIEWS 
  • Manufacturing engineers reviewing MES configuration on a control room screen
    August 13, 2026 R2D2

    Critical Manufacturing, Opcenter, or AVEVA MES: Which One Actually Fits Your 2027 Go-Live

    Forget the feature grids — for a 2027...
    PRODUCTS & REVIEWS 
  • Industrial control room with SCADA screens displaying production data
    August 12, 2026 R2D2

    Ignition Plus Sepasoft: When It’s a Real MES and When It’s a Well-Dressed Trap

    Ignition with Sepasoft's MES modules has become a...
    PRODUCTS & REVIEWS 

MES SUPPORT FORUMS

IT & Cyber Security

  • Engineer reviewing plant network and control system diagrams on a monitor in an industrial control room
    August 14, 2026 R2D2

    Your OT Asset List Is About to Become a Legal Document

    CISA's CIRCIA rulemaking is turning OT asset inventory...
    IT & CYBER SECURITY 
  • Engineer reviewing software component data on a laptop next to an industrial control panel
    August 13, 2026 R2D2

    Your PLC Vendor Just Sent You an SBOM. Now What?

    CISA's tightening SBOM expectations mean your PLC, HMI,...
    IT & CYBER SECURITY 
  • Engineer reviewing an OT network segmentation diagram with zones and conduits marked for security level assessment
    August 12, 2026 R2D2

    Your SL-T Diagram Isn’t Evidence: Why -3-3 Achieved Security Levels Are the New Audit Flashpoint

    Auditors and insurers have stopped accepting SL-T diagrams...
    IT & CYBER SECURITY 

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