How SASA PRATIBIMBHI Works
A continuous 4-stage hardware-to-cloud intelligence loop. From high-frequency piezoelectric edge sensors on physical concrete joints to automated IS 1893:2016 finite element health scoring.
1. The 4-Stage Intelligence Chain
Click on each stage below to inspect real-time sensor parameters, learning algorithms, and output specifications.
Core 4-Stage Data Chain Architecture
End-to-end continuous telemetry from physical concrete joints to enterprise risk dashboards
KAVACH — Edge Hardware Sensor Nodes
Ruggedized edge sensor hardware affixed to structural critical nodes (beam-column joints, bridge piers, shear wall foundations). Captures high-frequency micro-strain, 3-axis vibration FFTs, inclination, and thermal expansion.
Technical SpecificationsIS STANDARDS
Unified Structural Health Index Formula (S_twin)
Multi-parameter weighted stiffness degradation model
SASA PRATIBIMBHI synthesizes dynamic live telemetry with non-linear finite element transfer matrices to compute a singular 0–100 health index for every tracked asset:
Scoring Index Action Thresholds
Live 3D Structural Twin Synchronization
Observe how multi-axis sensor telemetry continuously updates stiffness matrices and modal vibration modes in full 3D space.
2. Edge-to-Cloud Telemetry Mesh
How physical sensor readings traverse low-power Thread mesh networks to reach municipal dashboards.
Hardware-to-Cloud Telemetry Pipeline
Continuous data flow from concrete sensor nodes to municipal dashboards
Kavach Edge Nodes
Piezoelectric & MEMS sensors on critical joints (100Hz)
Thread Mesh
Low-power 2.4GHz IEEE 802.15.4 self-healing local mesh
Site Gateway
Ruggedized on-premise compute edge buffer (IP67)
MQTT / 4G Cellular
Encrypted TLS 1.3 telemetry transport with failover buffer
Pratibimbhi Cloud
High-throughput time-series ingestion & calibration cluster
Twin OS Engine
IS 1893:2016 finite element physics transfer model
Unified Scoring Model
Live 0-100 health score & automated Raksha alert triage
Ready to audit a building or bridge portfolio?
Deploy a 14-day KAVACH sensor pilot with baseline calibration.