SensAI FloodScan Infrastructure
Edge Computing Scenarios & Communication Flow for Pit Monitoring
Real-time Image Processing
Digital cameras capture pit interior images with edge-based processing to detect blockages, debris accumulation, and structural damage without requiring cloud connectivity.
Sensor Fusion Processing
Edge processors combine data from light sensors, depth sensors, and cameras using advanced fusion techniques to provide comprehensive pit status assessment.
Pattern Recognition & Learning
Local pattern recognition processors build and maintain knowledge about drainage patterns, enabling classification of blockage types and severity determination.
Predictive Modeling
LSTM neural networks trained on historical data predict drain status changes, enabling proactive maintenance scheduling and preventing system failures.
Mesh Network Optimization
Local processing enables intelligent mesh network routing and healing, optimizing data transmission paths between sensor nodes.
Critical Alert Processing
Edge computing enables immediate detection and prioritized transmission of critical drainage system failures without waiting for cloud processing.