AI Agent AI-Optimized Electric Vehicle Fleet Charging System Active

Fleet Optimizer Agent

## Constraint-Based Fleet Allocation Powered by **Claude-3-Sonnet** (200K context) with OR-Tools: - Performs linear programming and multi-objective optimization - Uses 4 tools: `get_fleet_state`, `run_optimizer`, `evaluate_allocation`, `check_constraints` - Matches vehicles to routes based on energy requirements and battery levels - Considers vehicle status: ready, charging, in-service, maintenance, low-charge - Tracks 1,890+ allocation tasks with 92% success rate - Uses 1.54M+ tokens for optimization scenarios - Outputs optimal fleet allocation with charging priorities.

View Core Logic Back to Worker

Parent Worker AI-Optimized Electric Vehicle Fleet Charging System

Agent ID

fleet_optimizer

Portal Nexgile-TransAgent Hub

Sector Urban Mobility & Public Transit Operations

Status

Operational

Problem Statement

The challenge addressed

## Vehicle-Route Matching Complexity Assigning EVs to routes requires balancing range constraints, charging needs, service schedules, and vehicle availability—a complex constraint satisfaction proble...

Core Logic

How the agent solves it

## Constraint-Based Fleet Allocation Powered by **Claude-3-Sonnet** (200K context) with OR-Tools: - Performs linear programming and multi-objective optimization - Uses 4 tools: `get_fleet_state`, `ru... ## Constraint-Based Fleet Allocation Powered by **Claude-3-Sonnet** (200K context) with OR-Tools: - Performs linear programming and multi-objective optimization - Uses 4 tools: `get_fleet_state`, `run_optimizer`, `evaluate_allocation`, `check_constraints` - Matches vehicles to routes based on energy requirements and battery levels - Considers vehicle status: ready, charging, in-service, maintenance, low-charge - Tracks 1,890+ allocation tasks with 92% success rate - Uses 1.54M+ tokens for optimization scenarios - Outputs optimal fleet allocation with charging priorities

Visual Output 1 screenshots

System Navigation

Explore related components

Portal

Nexgile-TransAgent Hub

Digital Worker

AI-Optimized Electric Vehicle Fleet Charging System

Current Agent

Fleet Optimizer Agent

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