Lab for Physical Operational Trust
TechDiv explores how physical operations, technical status, and operational risk can be understood through signals, classification, decisions, and documentation.
Current direction
TechDiv focuses on Physical Operational Trust: how technical and physical systems can become easier to understand when operational status, deviations, responsibility, and decisions need to be connected.
The focus is not on building a finished system immediately, but on studying clear technical situations through prototypes, measurements, documentation, and classification.
The work mainly concerns automation, IT/OT, sensors, equipment status, storage environments, maintenance, service workflows, and operational reporting.
Current focus
Physical Operational Trust
Sensors and technical status
Equipment and operating conditions
Storage infrastructure
Maintenance and fault risk
IT/OT data flows
Operational reporting
Service and troubleshooting
Topics
Physical Operational Trust
Research into physical operations, technical status, signals, classification, responsibility, and decisions.
View topic →Storage Infrastructure
Research into storage conditions, temperature, humidity, energy, equipment status, and operational classification.
View topic →Equipment Status
Research into equipment status, operating modes, technical signals, faults, and required actions.
View topic →Sensor & Signal Monitoring
Research into sensor values, signal quality, missing data, uncertain readings, and technical status classification.
View topic →Maintenance & Fault Risk
Research into alarms, recurring faults, service history, troubleshooting records, and maintenance decisions.
View topic →IT/OT Data Flow
Research into sensors, PLCs, gateways, protocols, data quality, and preserved technical context.
View topic →Operational Reporting
Research into status reports, deviation reports, decision records, action history, and technical traceability.
View topic →Automation Documentation
Research into manuals, datasheets, I/O lists, functional descriptions, alarm texts, and service instructions.
View topic →Service / Troubleshooting
Research into traceable troubleshooting, test results, recurring faults, verification, and service documentation.
View topic →Energy-Aware Operation
Research into battery level, solar energy, charging, off-grid operation, cooling, and competing operational risks.
View topic →Safety-Adjacent Status Understanding
Research into fault states, safe states, interlocks, operating modes, and protective action requirements.
View topic →Explore Physical Operational Trust, technical status, and operational classification.