Live Data Integration

Smart Campus
Traffic Simulation

Experience the future of mobility at Universiti Teknologi Malaysia. Powered by Agent-Based Modeling and GIS real-world data.

Core Technologies

Agent-Based Modeling (ABM)

ABM is a computational model that simulates the actions and interactions of autonomous agents (vehicles) to assess their effects on the system as a whole.

  • Micro-Level Logic: Each car calculates its own speed, braking distance, and routing.
  • Emergent Behavior: Traffic jams emerge naturally from individual driver decisions, not scripted events.

Geographic Information System (GIS)

We utilize real-world spatial data of the UTM Johor Bahru campus, mapping every road, intersection, and building with high precision using OpenStreetMap data.

  • Spatial Accuracy: Vehicles move along actual road coordinates (Nodes & Edges).
  • Leaflet Integration: Interactive mapping that visualizes the geo-spatial relationships in real-time.
System Modules

Simulation Scenarios

Select a module to launch the simulation in your browser.
Each module focuses on different aspects of campus traffic analysis.

Measurable Outcomes

Real-World Impact

Translating complex simulation data into actionable strategies for a greener, safer, and smarter university campus.

-15%

Carbon Reduction

Optimization of traffic signals and reduction of idle time at intersections directly correlates to lower vehicle emissions across campus zones.

100%

Road Coverage

Every single road segment, junction, and parking lot within UTM is mapped, digitized, and simulated for total administrative visibility.

AI

Predictive Safety

Identifying accident-prone hotspots before they happen. Our logic proactively suggests infrastructure changes to enhance pedestrian safety.