AI Agent AI-Optimized Electric Vehicle Fleet Charging System Active

Route Planner Agent

## Energy-Aware Path Optimization Powered by **Claude-3-Sonnet** (200K context) with routing algorithms: - Implements Dijkstra/A* algorithms with energy weighting - Uses 4 tools: `get_traffic_data`, `calculate_route`, `estimate_eta`, `identify_bottlenecks` - Integrates real-time traffic data from HERE API (3,456 data points) - Models HVAC impact and temperature effects on consumption - Calculates conservative ranges with 90% confidence margins - Tracks 3,210+ route plans with 95% success rate - Uses 980K+ tokens for path optimization.

View Core Logic Back to Worker

Parent Worker AI-Optimized Electric Vehicle Fleet Charging System

Agent ID

route_planner

Portal Nexgile-TransAgent Hub

Sector Urban Mobility & Public Transit Operations

Status

Operational

Problem Statement

The challenge addressed

## Energy-Efficient Routing EV routes must consider elevation changes, traffic conditions, and temperature impacts on range. Standard routing ignores energy consumption patterns unique to electric ve...

Core Logic

How the agent solves it

## Energy-Aware Path Optimization Powered by **Claude-3-Sonnet** (200K context) with routing algorithms: - Implements Dijkstra/A* algorithms with energy weighting - Uses 4 tools: `get_traffic_data`,... ## Energy-Aware Path Optimization Powered by **Claude-3-Sonnet** (200K context) with routing algorithms: - Implements Dijkstra/A* algorithms with energy weighting - Uses 4 tools: `get_traffic_data`, `calculate_route`, `estimate_eta`, `identify_bottlenecks` - Integrates real-time traffic data from HERE API (3,456 data points) - Models HVAC impact and temperature effects on consumption - Calculates conservative ranges with 90% confidence margins - Tracks 3,210+ route plans with 95% success rate - Uses 980K+ tokens for path optimization

Visual Output 1 screenshots

System Navigation

Explore related components

Portal

Nexgile-TransAgent Hub

Digital Worker

AI-Optimized Electric Vehicle Fleet Charging System

Current Agent

Route Planner Agent

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