Asset Administration Shell Architecture: The I4.0 Digital Twin
A reference architecture for the Asset Administration Shell (AAS): submodels, the Industry 4.0 digital twin metamodel, AASX, repositories, and PLM integration.
Semiconductor Fab Digital Twin: 2026 Reference Architecture
A 2026 reference architecture for a semiconductor fab digital twin: SECS/GEM and EDA data, the real-time process twin, APC/FDC integration, and yield use cases.
IoT vs Digital Twin: Differences and How They Work Together (2026)
IoT vs digital twin in 2026: a clear answer-first breakdown of what each is, how they differ, how they combine in a real architecture, and when you need both.
Types of Digital Twins: A 2026 Technical Taxonomy
The types of digital twins in 2026: component, asset, system, and process twins, plus the fidelity and integration-level axes — with a selection framework.
Digital Twin Components: A 2026 Reference Architecture
The components of a digital twin in 2026: the physical entity, data ingestion, the virtual model, synchronization, analytics, and the service interface layer.
Digital Twin in Finance: Architecture & Use Cases (2026)
Digital twin in finance in 2026: what a financial digital twin really models, reference architecture, risk and liquidity simulation, and honest limits.
Digital Twin in MES: A 2026 Reference Architecture
A 2026 reference architecture for a digital twin in MES: ISA-95 integration, the real-time data layer, synchronization patterns, and shop-floor use cases.
Samsung’s All-AI Factories by 2030: An Analysis
Samsung's pledge to run all-AI factories by 2030, analyzed: digital twins, AI agents for quality and logistics, and what escaping pilot purgatory really takes.
NVIDIA at Hannover Messe 2026: AI Digital Twins Analyzed
An analysis of NVIDIA's AI-driven manufacturing showcase at Hannover Messe 2026: what the Omniverse digital twin stack means for real factory builds.
FMI 3.0 Co-Simulation with FMPy: A Hands-On Tutorial
A hands-on 2026 tutorial for FMI 3.0 co-simulation with FMPy in Python: importing FMUs, stepping the solver, coupling models, and debugging the loop.