ROBOGUARD DX

# RoboGuard DX // Enterprise Diagnostic Terminal & Industrial IoT Co-pilot RoboGuard DX is a cutting-edge, AI-powered industrial diagnostic terminal engineered to revolutionize predictive maintenance, edge monitoring, and real-time troubleshooting in modern industrial environments (Industry 4.0 / Intelligent Industry). Inspired by professional automotive ECU diagnostic tools, RoboGuard DX provides plant engineers and field technicians with deep visibility, sub-system isolation, and hands-on interventional control all wrapped in a high-performance, dark-mode terminal interface. 1. Live Telemetry & Custom Metric Explorer * **Multi-Point Streaming:** Real-time monitoring of core industrial parameters across thermal, mechanical, hydraulic, and electrical sub-systems. * **Dynamic Custom Metric Builder:** Instantly register and inject custom field sensors (e.g., motor temperatures, vibration axes, return pressures) directly through the GUI. The underlying AI and oscilloscope streams adapt their vector dimensions automatically in real time. 2. Universal Active Testing (Interactive Interventions) * Unlike passive monitoring dashboards, RoboGuard DX enables technicians to execute real-time physical interventions. * Toggle system actuators like **Cooling Pumps**, **Pressure Relief Valves**, or **RPM Limiters** to actively mitigate anomalies. Interventions immediately influence live sensor readings and oscilloscope charts without triggering false-positive alerts. 3. LSTM Autoencoder AI Engine & Root-Cause Isolation * Powered by a multivariate **LSTM Autoencoder** model that evaluates continuous sliding windows of sequential telemetry data. * Calculates real-time Reconstruction Error (MSE) to detect subtle anomalies before catastrophic failures occur. * Automatically pinpoints the worst-performing sensor dimension to isolate the root-cause subsystem. 4. ECU Freeze Frame & Root-Cause Memory (Black Box) 5. Interactive User Manual & Stream Protocol Support