Skip to content
IoT Digital Twin PLM
  • Home
  • About
  • Blog
  • Consult
  • Contact
  • Cookie Policy
  • Disclaimer
  • Privacy Policy
  • Terms of Service

Industrial Automation

  • Home
  • Blog
  • Industrial Automation
LLM-Generated PLC Code: Safety, Verification and Guardrails

LLM-Generated PLC Code: Safety, Verification and Guardrails

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted iniiotNo Comments
Using LLMs to generate IEC 61131-3 Structured Text for PLCs: verification gates, simulation, IEC 61508 constraints, and where it is unsafe. Reference pipeline.
Read More
OPC UA FX Field Exchange: The Complete Reference Architecture

OPC UA FX Field Exchange: The Complete Reference Architecture

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted iniiot1 Comment
OPC UA FX field exchange reference architecture: controller-to-controller and controller-to-device, TSN, UAFX connections, vendors and 2026 status.
Read More
EMQX 6.3 LTS vs 5.8 LTS: Breaking Changes and Migration

EMQX 6.3 LTS vs 5.8 LTS: Breaking Changes and Migration

Posted by By MPRAUTO MPRAUTO September 24, 2026Posted inTechNo Comments
EMQX 6.3 is the new LTS. Strict MQTT parsing, Feature Gates, locked Prometheus and ACL defaults: every breaking change vs 5.8 LTS and a safe upgrade plan.
Read More
CODESYS 4 vs CODESYS 3: What the 1.0 Web IDE Changes

CODESYS 4 vs CODESYS 3: What the 1.0 Web IDE Changes

Posted by By MPRAUTO MPRAUTO September 24, 2026Posted inTechNo Comments
CODESYS 4 1.0 ships a browser-based, Git-friendly PLC IDE on the same compiler and runtime. What changes vs CODESYS 3, what is missing, who should switch.
Read More
OPC UA 1.03 vs 1.05: Certification Ends 2026, Migration Guide

OPC UA 1.03 vs 1.05: Certification Ends 2026, Migration Guide

Posted by By MPRAUTO MPRAUTO September 23, 2026Posted inTech1 Comment
OPC Foundation ends OPC UA 1.03 certification at end of 2026. What 1.04/1.05 changed (ECC, JSON, roles, GDS) and how to migrate your products.
Read More
OpenPLC Runtime v4 vs v3: What Changed and How to Migrate (2026)

OpenPLC Runtime v4 vs v3: What Changed and How to Migrate (2026)

Posted by By MPRAUTO MPRAUTO September 23, 2026Posted inTech1 Comment
OpenPLC v3 is end-of-life. Compare v4 vs v3 architecture, REST/JWT API, plugins (Modbus, OPC UA, EtherCAT, S7), retain in v4.2 and a migration plan.
Read More
Eclipse 4diac 3.3: EtherCAT, Event Sequence View, and Headless Validation for IEC 61499

Eclipse 4diac 3.3: EtherCAT, Event Sequence View, and Headless Validation for IEC 61499

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
4diac 3.3 shipped 9 Sept 2026: core EtherCAT in FORTE, an Event Sequence view, and headless OCL validation. What changes for IEC 61499 teams.
Read More
Ignition vs Wonderware vs FactoryTalk: 2026 SCADA Comparison

Ignition vs Wonderware vs FactoryTalk: 2026 SCADA Comparison

Posted by By MPRAUTO MPRAUTO June 3, 2026Posted iniiot1 Comment
Head-to-head SCADA comparison — Ignition 8.3, AVEVA System Platform (Wonderware), and FactoryTalk View. Architecture, licensing, edge, and TCO.
Read More
PLC vs SCADA: Architecture, Roles, and How They Work Together (2026)

PLC vs SCADA: Architecture, Roles, and How They Work Together (2026)

Posted by By mprcba May 28, 2026Posted iniiotNo Comments
PLC vs SCADA explained — control loops vs supervisory, network architecture, IEC 61131-3 vs HMI runtime, with a decision matrix for greenfield plants.
Read More
  • APQP and PPAP in PLM: Digital Quality Planning, Control Plans, PFMEA Links and Part Submission Warrants (2026)
  • Collaborative Robot Safety Explained: ISO 10218, ISO/TS 15066, Power and Force Limiting and Speed and Separation Monitoring (2026)
  • ISO 26262 vs SOTIF (ISO 21448) vs ISO/SAE 21434: Functional Safety, Intended Functionality and Cybersecurity Compared (2026)
  • RAIN RFID and EPCIS 2.0 Traceability Architecture: Item-Level Tracking from Reader to Event Repository (2026)
  • E-Invoicing Architecture: Peppol, EN 16931, Clearance Models and Continuous Transaction Controls Explained (2026)
  • How to Implement SCIM 2.0 Provisioning: User Lifecycle, Group Sync and Deprovisioning for B2B SaaS (2026)
  • DDoS Protection Architecture: Anycast Scrubbing, L3/L4 vs L7 Mitigation, Rate Limiting and Origin Shielding (2026)
  • Blue-Green vs Canary vs Rolling vs Shadow Deployments: Deployment Strategies Compared for Kubernetes and Beyond (2026)
  • Warehouse Digital Twin Architecture: Discrete-Event Simulation, WMS Integration, Slotting and Throughput What-Ifs (2026)
  • How to Add Verifiable Citations to RAG Answers: Attribution, Span-Level Grounding and Citation Evals (2026)
  • Speaker Diarization Architecture: Who Spoke When with pyannote, End-to-End Neural Diarization and Streaming Pipelines (2026)
  • KubeCon North America 2026 Recap: AI Inference, Agentic Workloads and What Actually Shipped for Platform Teams
  • The WebAssembly Component Model on the Server: Wasm vs Containers (2026)
  • Agent Benchmarks in 2026: SWE-bench Verified, GAIA, and tau-bench
  • Ethernet-APL Reference Architecture: Two-Wire Ethernet for Process Automation (2026)
  • Semantic Caching for LLM Applications: Architecture (2026)
  • LoRaWAN vs NB-IoT vs LTE-M: Industrial IoT (2026)
  • Maintenance Digital Twin: Integrating CMMS Work Orders, ISO 14224 Asset Hierarchies and Condition Data (2026)
  • How to Apply the Purdue Model in 2026: OT Network Segmentation, Industrial DMZ Design and Where Zero Trust Fits
  • Part Classification and Design Reuse in PLM: Classification Schemas, ECLASS, Geometric Similarity Search and Duplicate Part Prevention (2026)
  • ISO 50001 Energy Management with IIoT: EnPIs, Energy Baselines and Sub-Metering Architecture (2026)
  • Device Shadow vs Device Twin: AWS IoT Device Shadow, Azure IoT Hub Device Twins and Eclipse Ditto Compared (2026)
  • Cellular IoT Power Saving Explained: PSM, eDRX and RAI on LTE-M and NB-IoT for Multi-Year Battery Life (2026)
  • LLM Observability and LLMOps: Tracing, Evals, Drift
  • Multi-Currency Ledger Architecture: FX Conversion, Revaluation, Rounding and Minor Units in Double-Entry Systems (2026)
  • Data Residency and Sovereign Cloud Architecture: Region Pinning, Customer-Held Keys and Cross-Border Data Flows (2026)
  • Ransomware-Resilient Backup Architecture: Immutable Storage, Object Lock, Logically Air-Gapped Vaults and Recovery Drills (2026)
  • Cloud Disaster Recovery Strategies Compared: Backup and Restore vs Pilot Light vs Warm Standby vs Multi-Site Active-Active (2026)
  • LLM Sycophancy: How to Measure and Mitigate Agreeable-but-Wrong Answers in Production Assistants (2026)
  • Voice AI Agents Architecture: Real-Time Speech-to-Speech Pipelines, Latency Budgets and Turn-Taking (2026)
  • Industrial Machine Vision Defect Detection: Edge AI 2026
  • FIX to ISO 20022 Migration: System Design Architecture (2026)
  • OpenTelemetry Collector Architecture: Pipelines, Processors, Exporters
  • Zenoh for Industrial IoT: Reference Architecture (2026)
  • Historian Data Compression: Deadband, Swinging Door and Exception Reporting for Industrial Time Series (2026)
  • Configuration Management in PLM: Baselines, Effectivity and Product Structure Versioning (2026)
  • Digital Twin of the Organization and Process Twins: Process Mining, Simulation and Event Logs as Twin Data (2026)
  • Securing CoAP for Constrained IoT: DTLS 1.3, OSCORE and EDHOC Compared (2026)
  • Building a Digital Twin with DTDL v3 and Azure Digital Twins: End-to-End Tutorial (2026)

Leave a Comment and share if you find it helpful Reading the Article in IoT Digital Twin PLM Site

Home

Tag Cloud

2026 AI Agents ai for science AI Models Apache Iceberg Biotech Cloud Native Data Engineering devops digital twin eBPF Edge AI edge computing fintech GPU humanoid robots iiot Industrial Automation Industrial IoT Industry 4.0 iot Kubernetes lakehouse LLM LLM inference manufacturing mlops MQTT NVIDIA NVIDIA Jetson Observability OPC UA OPC UA FX openai Open Weights Physical AI physics PLM Quantization RAG Robotics ROS2 tutorial Unified Namespace vector search

Categories

  • AI 235
  • Architecture 7
  • Autonomous Science 7
  • Azure 2
  • Business 6
  • Development 267
  • Digital Transformation 1
  • Digital Twin 35
  • Health 4
  • iiot 115
  • iot 80
  • Kubernetes 79
  • Network 4
  • Newsbeat 3
  • PLM 14
  • Science 52
  • Security 13
  • Tech 266
  • Uncategorized 2
Copyright 2026 — IoT Digital Twin PLM. All rights reserved. Sinatra WordPress Theme
Scroll to Top