Asset Administration Shell: Industry 4.0 Submodels Guide
AAS architecture — how Asset Administration Shell submodels, IDTA specs, and Industry 4.0 digital nameplates standardize digital twins across OEMs, PLCs, and ERP systems.
Predictive Maintenance with IoT and Machine Learning: Complete Architecture Guide
Complete predictive maintenance architecture — vibration/current signatures, feature engineering, RUL models, Condition Monitoring reference design, and ROI.
Sparkplug B 3.0 Protocol: The Complete Technical Guide for Unified Namespace
Deep Sparkplug B 3.0 reference — topic structure, NBIRTH/DBIRTH/NDATA, sequence numbers, state machine, Eclipse Tahu, and UNS deployment patterns.
OPC UA FX Field Exchange: The Complete Reference Architecture for Deterministic Industrial Communication
Deep-dive into OPC UA FX (UAFX) architecture — pub/sub, TSN integration, controller-to-controller communication, and migration from legacy fieldbus. End-to-end reference design with failure modes.