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NAMUR Open Architecture (NOA): A Hands-On Second-Channel Monitoring Setup (2026)

NAMUR Open Architecture (NOA): A Hands-On Second-Channel Monitoring Setup (2026)

Posted by By MPRAUTO MPRAUTO July 8, 2026Posted iniiotNo Comments
A hands-on NAMUR Open Architecture (NOA) tutorial: the second monitoring channel, verification of request, a read-only OPC UA diode, and edge analytics without touching the DCS.
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SCADA vs OPC vs IoT Platform vs Data Historian (2026)

SCADA vs OPC vs IoT Platform vs Data Historian (2026)

Posted by By mprcba June 28, 2026Posted iniiotNo Comments
SCADA vs OPC vs IoT platform vs data historian in 2026: what each layer does, where they overlap, and a decision matrix for your industrial data architecture.
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Industrial Protocol Gateway Architecture: OT/IT Translation (2026)

Industrial Protocol Gateway Architecture: OT/IT Translation (2026)

Posted by By mprcba June 24, 2026Posted iniiotNo Comments
A 2026 reference architecture for industrial protocol gateways: Modbus, OPC UA, MQTT and Profinet translation, edge buffering, security zones, and redundancy.
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MTConnect vs OPC UA for Machine Tool Data (2026)

MTConnect vs OPC UA for Machine Tool Data (2026)

Posted by By MPRAUTO MPRAUTO June 18, 2026Posted iniiotNo Comments
MTConnect vs OPC UA for machine tool and CNC data in 2026: data models, semantics, agents, write-back, and a decision matrix for shop-floor connectivity.
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Digital Twin Information Models: AAS vs DTDL vs OPC UA

Digital Twin Information Models: AAS vs DTDL vs OPC UA

Posted by By MPRAUTO MPRAUTO June 17, 2026Posted inDigital TwinNo Comments
A 2026 comparison of digital twin information models - Asset Administration Shell, DTDL, and OPC UA: semantics, tooling, interoperability, and a decision matrix.
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OPC UA over TSN: Deterministic IIoT Reference Architecture

OPC UA over TSN: Deterministic IIoT Reference Architecture

Posted by By MPRAUTO MPRAUTO June 6, 2026Posted iniiotNo Comments
A deep reference architecture for OPC UA over TSN in 2026 — TSN scheduling, OPC UA PubSub, converged motion + data networks, and failure modes.
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OPC UA Protocol: The Complete 2026 Technical Guide

OPC UA Protocol: The Complete 2026 Technical Guide

Posted by By mprcba June 3, 2026Posted iniiotNo Comments
OPC UA in 2026 — companion specs, PubSub over MQTT/UDP, FX field-level extensions, security state, and migration from DA/Classic.
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IIoT Edge Gateway Architecture: 2026 Patterns for Industrial Networks

IIoT Edge Gateway Architecture: 2026 Patterns for Industrial Networks

Posted by By MPRAUTO MPRAUTO June 3, 2026Posted iniiotNo Comments
Reference architecture for IIoT edge gateways in 2026 — protocol bridging, store-and-forward, edge ML, security zoning, and HA patterns.
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Time-Sensitive Networking (TSN) Industrial Reference Architecture (2026)

Time-Sensitive Networking (TSN) Industrial Reference Architecture (2026)

Posted by By MPRAUTO MPRAUTO June 2, 2026Posted iniiotNo Comments
An end-to-end Time-Sensitive Networking (TSN) reference architecture for industrial sites — IEEE 802.1 profiles, switches, CNC tooling, and migration steps.
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The IoT Protocol Stack: A Modular Architecture Guide (2026)

The IoT Protocol Stack: A Modular Architecture Guide (2026)

Posted by By mprcba May 25, 2026Posted iniiotNo Comments
The IoT protocol stack explained as a modular architecture — device, transport, messaging, and semantic layers, with how to choose MQTT, CoAP, or OPC UA.
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Posts pagination

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  • Single-Cell Foundation Models: scGPT & Geneformer (2026)
  • SLAM Architecture for Autonomous Robots: Localization & Mapping
  • EMV 3-D Secure 2: Payment Authentication Architecture (2026)
  • SLSA + Sigstore: Software Supply Chain Security Architecture (2026)
  • Agentic RAG Architecture: Retrieval Inside the Agent Loop (2026)
  • Mistral Large 3 Explained: Architecture & Benchmarks (2026)
  • How AI Weather Forecasting Models Work: GraphCast, GenCast, Aurora (2026)
  • VDA 5050 AMR Fleet Management: Reference Architecture (2026)
  • Sanctions Screening & Watchlist Filtering: System Architecture (2026)
  • KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)
  • Diffusion LLMs: How Text Diffusion Models Work (2026)
  • OpenAI Sora 2 Explained: Video Generation Architecture (2026)
  • Cloud Labs: Remote Experimentation Architecture (2026)
  • MQTT Sparkplug B Reference Architecture for IIoT (2026)
  • Chargeback & Dispute Management System Architecture (2026)
  • Change Data Capture with Debezium: Streaming Architecture (2026)
  • GraphRAG: Knowledge-Graph Retrieval Architecture (2026)
  • Google Gemma 3 Explained: Architecture, Benchmarks & Deployment (2026)
  • Self-Driving Lab Data Provenance and Reproducibility (2026)
  • Industrial IoT Time-Series Data Platform Architecture (2026)
  • Reconciliation Engine Architecture for Payments (2026)
  • ClickHouse vs Druid vs Pinot: Real-Time OLAP ADR (2026)
  • Multi-LoRA Serving: Architecture for Thousands of Adapters (2026)
  • Claude Sonnet 5 Explained: Architecture, Benchmarks & Pricing (2026)
  • Autonomous Characterization: The Closed-Loop Perception Layer (2026)
  • Condition Monitoring and Machinery Health Architecture (2026)
  • Card Authorization Switch and Issuer Processing Architecture (2026)
  • Database Branching and Ephemeral Environments: An Architecture ADR (2026)
  • Expert-Parallel MoE Inference: Serving Sparse Models at Scale (2026)
  • FLUX Explained: Black Forest Labs’ Image-Generation Model (2026)
  • Space Debris Tracking and Conjunction Assessment Architecture (2026)
  • Engineering Change Management Architecture: ECR to ECO in PLM (2026)
  • Collateral and Margin Management Architecture for Derivatives (2026)
  • Post-Quantum Cryptography Migration: A Crypto-Agility ADR (2026)
  • Inkling Explained: Thinking Machines Lab’s 975B Open-Weights MoE (2026)
  • Reasoning-Effort Control in LLM Serving: Thinking Budgets (2026)
  • PackML and the ISA-TR88 Machine State Model Architecture (2026)
  • Scientific Foundation Models for Chemistry, Materials, and Biology (2026)
  • Real-Time Treasury and Intraday Liquidity Architecture (2026)

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