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Asset Administration Shell Tutorial with Eclipse BaSyx

Asset Administration Shell Tutorial with Eclipse BaSyx

Posted by By MPRAUTO MPRAUTO June 6, 2026Posted inDigital TwinNo Comments
A hands-on 2026 Asset Administration Shell tutorial using Eclipse BaSyx — submodels, the digital nameplate, REST API, and connecting an AAS to a digital twin.
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Digital Twin in Healthcare: Architecture, Applications & Clinical Impact

Digital Twin in Healthcare: Architecture, Applications & Clinical Impact

Posted by By mprcba June 6, 2026Posted inDigital TwinNo Comments
How digital twins are transforming healthcare — patient-specific organ models, hospital operations twins, clinical trial simulation, and the FHIR-to-twin data pipeline.
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NVIDIA Omniverse for Factory Digital Twins: 2026 Analysis

NVIDIA Omniverse for Factory Digital Twins: 2026 Analysis

Posted by By MPRAUTO MPRAUTO June 6, 2026Posted inDigital TwinNo Comments
What NVIDIA Omniverse and OpenUSD actually change for factory digital twins in 2026 — blueprint architecture, synthetic data, and the real adoption gaps.
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Fact-Check: 6 Digital Twin Claims That Break in Production

Fact-Check: 6 Digital Twin Claims That Break in Production

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inDigital TwinNo Comments
Six common digital twin claims, fact-checked against production reality — real-time sync, ROI, simulation, and what actually holds up in the field.
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Digital Twins in Oil & Gas: Offshore Predictive Maintenance

Digital Twins in Oil & Gas: Offshore Predictive Maintenance

Posted by By mprcba May 25, 2026Posted inDigital TwinNo Comments
Digital twin oil and gas reference architecture for offshore predictive maintenance — sensor-to-twin pipeline, physics + ML models, and a real ROI model.
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Asset Administration Shell: Reference Architecture (2026)

Asset Administration Shell: Reference Architecture (2026)

Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inDigital TwinNo Comments
Asset Administration Shell architecture for Industry 4.0 — AAS submodels, IEC 63278, type vs instance, repositories, and a deployment reference.
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Eclipse Ditto Digital Twin: Hands-On Tutorial (2026)

Eclipse Ditto Digital Twin: Hands-On Tutorial (2026)

Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inDigital TwinNo Comments
Hands-on Eclipse Ditto digital twin tutorial — model a Thing, wire MQTT connectivity, query the twin, and expose a live API with working code.
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Digital Twin vs Simulation: Architecture Decision Guide (2026)

Digital Twin vs Simulation: Architecture Decision Guide (2026)

Posted by By mprcba May 16, 2026Posted inDigital TwinNo Comments
Digital twin vs simulation — the architectural differences that actually matter, state synchronization, data feedback loops, and a decision matrix for picking the right approach in 2026.
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Digital Twin Standards: ISO 23247 vs ISO/IEC 30173 vs DTC Reference

Digital Twin Standards: ISO 23247 vs ISO/IEC 30173 vs DTC Reference

Posted by By MPRAUTO MPRAUTO April 29, 2026Posted inDigital TwinNo Comments
Digital twin standards in 2026 — ISO 23247, ISO/IEC 30173, the Digital Twin Consortium reference, ISA-95 mappings, and how to pick the right standard for your domain.
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Apple Vision Pro M5: Spatial Computing on the Factory Floor

Apple Vision Pro M5: Spatial Computing on the Factory Floor

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inDigital TwinNo Comments
Apple Vision Pro with M5 in industrial settings — passthrough latency, spatial anchors, OPC UA bridges, and a 2026 reference architecture for shop-floor spatial digital twins.
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Posts pagination

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  • 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)
  • Kubernetes GPU Sharing: MIG, Time-Slicing, and MPS (2026)
  • Prefill/Decode Disaggregation for LLM Serving: Architecture (2026)
  • Kimi K3 Explained: Architecture, Benchmarks, and Deployment (2026)
  • Kubernetes Policy as Code: Kyverno vs OPA Gatekeeper (2026)
  • LwM2M IoT Device Management Architecture (2026)
  • Laboratory Automation Orchestration: SiLA 2 and Lab-as-Code (2026)
  • Payment Orchestration Platform Architecture (2026)
  • Continuous Batching for LLM Inference: Architecture and Throughput (2026)
  • GLM-5.2 Explained: Architecture, Benchmarks, and Deployment (2026)
  • IoT Device Identity and Attestation Architecture (2026)
  • ML Interatomic Potentials: Simulation-in-the-Loop Discovery (2026)
  • Agentic Payments Architecture: How AI Agents Pay Safely (2026)
  • OpenTelemetry Logs: Unified Telemetry Pipeline Architecture (2026)
  • LLM Model Routing Architecture: Cost and Quality at Scale (2026)
  • Grok 4.20 Explained: Architecture, Benchmarks, and Deployment (2026)
  • AI for Science Landscape 2026: Periodic Labs, Lila Sciences, and the Self-Driving-Lab Race
  • The Autonomous Materials-Discovery Pipeline: Closed-Loop Synthesis and Characterization (2026)
  • The AI Scientist Architecture: LLM Planners That Generate Hypotheses and Dispatch Experiments (2026)
  • Bayesian Optimization for Autonomous Experiments: The Planner Inside a Self-Driving Lab (2026)
  • The Experimental-Data Moat: Why AI Labs Are Building Robots to Make Their Own Data (2026)
  • Self-Driving Lab Architecture: The Closed Loop That Runs Experiments (2026)
  • Kimi K2 Explained: Architecture, Training, and Benchmarks (2026)
  • LLM Semantic Caching Architecture: Cut Inference Cost and Latency (2026)
  • TwinOps: The Operational Lifecycle Architecture for Digital Twins (2026)
  • Card Tokenization and the PCI DSS Vault: A Payment Security Architecture (2026)
  • Kubernetes In-Place Pod Resize: Rightsizing Without Restarts (2026)
  • Small Language Models on Device: Edge Inference Architecture (2026)
  • Google Gemini 3.5 Pro Explained: Architecture, Benchmarks, and 2M Context (2026)
  • Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)
  • Ledger Database Architecture: Double-Entry Accounting at Scale (2026)
  • Kubernetes Multi-Cluster Management with Cluster API: A 2026 Reference Architecture
  • MCP Server Security Architecture: Defending Model Context Protocol Tools (2026)
  • Secure OTA Firmware Update Architecture for IoT Devices (2026)
  • Connectomics in 2026: Mapping the Brain Wire by Wire with AI
  • Google Gemini 3.5 Flash Explained: Architecture, Benchmarks, and Deployment (2026)
  • How Radar Actually Works: Pulses, Doppler, and Phased Arrays

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