Smart Route Optimization & Eco-Navigation

TRAFFIC-AWARE GRAPH ENGINE

Traffic-aware route optimization using real OSM road geometry and NIU's deterministic mobility simulation.

Objectives: Optimal · Fastest · Greenest · Shortest

Fastest Profile

28min

High Arterial CongestionSIMULATED

Balanced Profile

30min

Medium Flow / OptimalSIMULATED

Greenest Profile

32min

-43% Lower EmissionsSIMULATED

Traffic-Aware Smart Route Engine

DETERMINISTIC GRAPH A*

Synthesizes real OSM road geometry with BPR speed-flow simulation and IPCC carbon emission modeling

Zone: Greater Noida Core

Origin Location

Destination Location

Simulation Scenario

Routing Objective

Real Road Network Route Trajectory (MapLibre / CARTO)

Active: Route 1

Greater Noida Core(4500m)

NORMAL FLOW

Road NetworkREAL · OSM

Traffic FlowSIMULATED

SensorsDISCONNECTED

16 Roads • 9 JunctionsSim: 08:34:11 PM

Map Legend

SIMULATION

Free Flow

Moderate

Congested

Severe Delay

Junction Node

Sim Vehicle

EVP Priority Corridor

Click any road or junction node to inspect telemetry

SIMULATED VEHICLE PARTICLES (NO GPS TRACKING)

NIU Methodological Provenance & Modeling Specifications

ROAD NETWORK

REAL — OSM / SEED

Real Greater Noida Geometry

TRAFFIC ENGINE

SIMULATED (BPR FLOW)

Scenario Diurnal Multipliers

ROUTE COMPUTATION

NIU GRAPH A*

Multi-Objective Cost Optimization

CARBON EMISSIONS

ESTIMATED CO2

IPCC / CEA Thermodynamic Model

Traffic-aware route optimization using real OSM road geometry and NIU's deterministic mobility simulation. NIU is not yet connected to live physical road sensors or proprietary turn-by-turn navigation providers.