Energy Optimization
AI balances demand across connected loads and schedules high-consumption devices with precision. Waste is identified early, before it becomes visible on the bill.
UNIVERSITY OF BAHRAIN · SENIOR PROJECT 2026
AI-DrivenSmartEnergy&ElectricalSafetySystem
Intelligent energy optimization, predictive safety, occupancy awareness, and emergency response, powered by AI.
EnergyOptimization
OccupancyAwareness
OverloadProtection
Fire &Emergency
AI DecisionEngine
Real-TimeMonitoring
PredictiveSafety
SmartScheduling
Capabilities
Built Different.
Seven intelligent systems working in unison.
Occupancy Awareness
PIR-driven intelligence reads actual room presence instead of relying on fixed assumptions. Lighting and appliance behavior adapt only when the space is occupied.
Overload Protection
Current sensing watches for abnormal load patterns in real time. Protective relay action can be triggered before stress becomes equipment damage.
Fire & Emergency
Smoke, heat, and risk signals converge into one emergency logic layer. The system prioritizes decisive alerts and fast protective response.
AI Decision Engine
A Python intelligence layer evaluates live sensor context and operating state. It recommends safe, efficient control actions with machine-level consistency.
Real-Time Monitoring
Dashboard telemetry exposes energy use, room states, relay activity, and risk signals as they happen. Operators see the electrical environment without delay or guesswork.
Predictive Safety
Pattern detection identifies early warning behavior before it becomes a fault. Electrical safety shifts from reactive response to anticipatory control.
Architecture
How It Thinks.
A real-time intelligent pipeline from sensor to decision.
Decision LayerKAHRABAIQ AI Core
EdgeESP32 Controller
LoadPower Sensors
SmokeFire Detection Sensor
PresenceOccupancy Sensor
ProtocolMQTT Communication
IntelligenceAI Decision Engine
DynamoDBDatabase
InterfaceWeb Dashboard
Relay KillEmergency Shutdown
Technology
The Stack Behind the Intelligence.
Frontend
Next.jsTypeScriptTailwind CSSFramer MotionFlutter
Backend & AI
PythonTensorFlowFastAPIDynamoDBAWS IoT
Hardware
ESP32PIR SensorMQ-2 SmokeACS712 Current4-Ch RelayDHT22
Showcase
See It In Action.
KAHRABAIQ LIVE98.7% SAFE
Load2.4 kW
Rooms06 Active
RiskLow
Lab A lightingOn
HVAC relayOn
Smoke nodeWatch
Home SafetyAll Systems Armed
82%
Energy Mode Eco AI
Emergency Ready
Occupancy Detected
ESP32Hardware Prototype
The Team
Built By.
Ali Abdulhussain Abdali
Project Member
Nasser Hussain Salman
Project Member
S. Salman Adnan Abdullah
Project Member
Contact
Get In Touch.
Emailkahrabaiq@uob.edu.bh