AgriSense Fault Detection System - Smart Agriculture Sensor Reliability

Detect faulty agricultural sensor readings before they mislead farm decisions.

AgriSense is a web-based fault detection system for simulated agricultural IoT sensor data. It checks soil moisture, temperature, and humidity readings for spike faults, stuck-at readings, gradual drift, and abnormal behaviour.

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4 Fault Types
3 Sensor Inputs
100% Software Prototype
AGS-001 Soil Node 1

Healthy - Latest reading normal

AGS-002 Soil Node 2

Warning - Drift pattern detected

AGS-003 Soil Node 3

Faulty - Spike reading detected

Rule-Based Detection

Checks readings against safe agricultural sensor ranges to instantly catch out-of-bounds data.

Statistical Checks

Detects stuck-at and drift patterns from recent sensor history without needing complex ML models.

Dashboard Monitoring

Monitor simulated sensor nodes, generate readings, and review fault logs from one clean interface.