Digital Twin - IoT Digital Twin PLM

Digital Twin vs Simulation: Architecture Decision Guide (2026)

By mprcba May 16, 2026Digital 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.

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

By MPRAUTO MPRAUTO April 29, 2026Digital Twin2 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.

Apple Vision Pro M5: Spatial Computing on the Factory Floor

By MPRAUTO MPRAUTO April 27, 2026Digital 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.

OpenUSD for Industrial Digital Twins: Architecture Guide

By MPRAUTO MPRAUTO April 27, 2026Digital TwinNo Comments

OpenUSD for industrial digital twins: layers, composition, schemas, Omniverse, AOUSD standard, Siemens and Bentley integrations, with an architecture guide

Digital Twin: The 2026 Architecture Guide for Industrial Systems

By mprcba April 24, 2026Digital TwinNo Comments

Definitive 2026 guide to digital twin architecture — ISO 23247, DTDL v3, FMI co-simulation, asset vs process twins, and the reference stack used in production today.

Asset Administration Shell: Industry 4.0 Submodels Guide

By MPRAUTO MPRAUTO April 23, 2026Digital Twin1 Comment

AAS architecture — how Asset Administration Shell submodels, IDTA specs, and Industry 4.0 digital nameplates standardize digital twins across OEMs, PLCs, and ERP systems.

ISO 19650 BIM for Digital Twins in Construction: Data Model Guide

By MPRAUTO MPRAUTO April 23, 2026Digital TwinNo Comments

How ISO 19650 BIM standards feed construction digital twins — CDE architecture, IFC 4.3 data models, and the handover from design BIM to operational asset twin.

Digital Twin Unified Namespace (UNS): The Architecture Behind Industrial Data Fabrics

By MPRAUTO MPRAUTO April 19, 2026Digital Twin1 Comment

How UNS works — ISA-95 hierarchy, Sparkplug B semantics, MQTT broker topology, contextualization, and the data fabric pattern for Industry 4.0.

Humanoid Robot Control Stack Explained (2026): Layer by Layer

By MPRAUTO MPRAUTO April 17, 2026Digital TwinNo Comments

Humanoid Robot Control Stack Explained (2026): Layer by Layer - updated October 2026 with verified facts, diagrams and FAQ.

FMI/FMU Co-Simulation for Digital Twins: Model Exchange vs Co-Simulation and When to Use Each

By MPRAUTO MPRAUTO April 16, 2026Digital Twin1 Comment

Architectural deep-dive into FMI 3.0, FMU co-simulation, and model exchange for digital twins. When to choose each mode, multi-solver orchestration, and real-world integration patterns.