HART Protocol Deep Dive: Field Device Integration with 4-20mA Loops Posted by By MPRAUTO MPRAUTO October 14, 2026Posted iniiot1 Comment HART Protocol Deep Dive: Field Device Integration with 4-20mA Loops - updated October 2026 with verified facts, diagrams and FAQ.
AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries Posted by By mprcba October 14, 2026Posted iniiot1 Comment AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries - updated October 2026 with verified facts, diagrams and FAQ.
DDS Data Distribution Service: Real-Time Pub-Sub Protocol Complete Guide Posted by By MPRAUTO MPRAUTO October 14, 2026Posted iniiot1 Comment DDS Data Distribution Service: Real-Time Pub-Sub Protocol Complete Guide - updated October 2026 with verified facts, diagrams and FAQ.
OPC UA Pub/Sub: MQTT vs UADP Architecture Comparison Posted by By MPRAUTO MPRAUTO October 14, 2026Posted iniiot4 Comments OPC UA Pub/Sub: MQTT vs UADP Architecture Comparison - updated October 2026 with verified facts, diagrams and FAQ.
Private 5G vs Wi-Fi 7 vs TSN: Factory Floor Wireless Decision (2026) Posted by By MPRAUTO MPRAUTO October 11, 2026Posted iniiot2 Comments Private 5G vs Wi-Fi 7 vs TSN for factories: URLLC latency, 5G-TSN bridging, spectrum (CBRS, n78, 3.7-3.8 GHz), roaming, cost and AGV use cases.
OPC UA Security Explained: Certificates, GDS, Security Policies and Hardening (2026) Posted by By MPRAUTO MPRAUTO October 11, 2026Posted iniiot2 Comments OPC UA security explained: application instance certificates, trust lists, GDS push/pull, security policies, user tokens, and a hardening checklist for plants.
CAN FD vs CAN XL vs CANopen: Industrial and Robot Bus Selection (2026) Posted by By MPRAUTO MPRAUTO October 11, 2026Posted iniiot2 Comments CAN FD vs CAN XL vs CANopen compared: frame formats, bit rates, arbitration, CiA 1301, SIC transceivers and when to pick EtherCAT instead on robots.
Reduced-Order and Surrogate Models for Real-Time Digital Twins: POD, PINNs and Neural Operators Posted by By MPRAUTO MPRAUTO October 10, 2026Posted iniiotNo Comments Reduced-order and surrogate models for digital twins explained: proper orthogonal decomposition, PINNs, neural operators, Gaussian processes.
Digital Twin Ontologies: Brick Schema, RDF and SHACL for Semantic Building and Asset Models Posted by By MPRAUTO MPRAUTO October 9, 2026Posted iniiot1 Comment Digital twin ontology explained: Brick Schema, RDF triples, SPARQL and SHACL validation for semantic models of buildings and industrial assets, with.
PTP (IEEE 1588) vs NTP vs Chrony: Time Synchronization for Industrial IoT and Distributed Systems Posted by By MPRAUTO MPRAUTO October 9, 2026Posted iniiot3 Comments PTP IEEE 1588 vs NTP vs chrony explained: clock sync error sources, hardware timestamping, boundary and transparent clocks, profiles, accuracy limits and.