84 For an accurate and rapid interpretation of the geotechnical data within this Command Center, the dashboard must prominently feature four critical dimensions: 1) TARP Thresholds per Sensor: Real-time visualization of the Trigger Action Response Plan (TARP) levels, allowing operators to instantly identify sensors that have breached safety parameters. 2) Data Latency (Operability): A continuous track of the time elapsed since each instrument's last transmitted reading, ensuring the network's telemetry is active and reliable. 3) Anomaly Detection & Data Validation: Automated identification of outliers using the sensor's Full-Scale physical limits, coupled with statistical analysis algorithms that filter out electronic noise. This module must also allow the geotechnical analyst to manually validate or invalidate specific data points to prevent false alarms. 4) Instrument Lifecycle Status: A clear operational distinction managed by the instrumentation analyst between active sensors and those officially decommissioned or marked 'out of service' due to sustained malfunction. While these filtering and validation workflows are essential to streamline interpretation and reduce cognitive load, the platform must immutably preserve the complete historical raw data. Every data point collected since the project's inception is treated as a vital asset; maintaining the ability to query this unaltered historical archive is fundamental for long-term behavioral analysis and back-analysis of the infrastructure. Figure 3 presents the geotechnical command center implemented in Ingetec’s Platform (Ingetec Data). Figure 3. Geotechnical Command Center in case of study. Source: Ingetec Data.
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