IT/OT Data Flow
IT/OT Data Flow explores how information moves from physical systems to software, dashboards, reports, and decision support.
Research focused on how technical information is transported, interpreted, and preserved from physical systems to digital outputs.
Classification
Research / Under Development
Decision supported
Research focused on how technical information is transported, interpreted, and preserved from physical systems to digital outputs.
What this covers
• Sensor to microcontroller • Sensor to PLC • PLC to gateway • Gateway to backend • Backend to dashboard • Dashboard to report • Modbus • OPC UA • MQTT • Registers • Tags • Timestamps • Data loss • Data quality • Source and context
What we explore
• How technical information is transported • How data loses context • How communication faults affect status • How systems can separate raw data from interpreted status • How reports can be built from technical information
What this is not
• A finished integration platform • A replacement for SCADA • A complete industrial communication system • A guarantee that all connected data is correct • Operational responsibility for external infrastructure
Why this topic exists
Technical information often passes through several systems before it reaches a dashboard or report. During that process, timestamps, units, source information, signal meaning, and operating context can be lost. The purpose is to study how data can remain understandable from the physical source to the final decision support.
Discuss IT/OT data flows, protocols, technical context, data quality, or reporting.