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Robotics

Autonomous Fleet

ActivePublished
Key innovation
Shifts autonomy from the single vehicle to the whole fleet: a central management layer coordinates many driverless units at once — task allocation, route planning, charging and teleoperation.
Category
Robotics
Abstraction level
System
Operation level
SystemRobot controlOrchestration
Use cases
Robotaxi fleets (autonomous mobility on demand)Autonomous mobile robots (AMRs) in warehouses and intralogisticsAutonomous yard/terminal tractors and logistics-yard operationsAutonomous goods transport (last-mile delivery, trucking)Fleet-level charging management for electric vehicles

How it works

A central fleet management system maintains the state of all units (position, load, energy level, task status) from telemetry. A dispatching module assigns jobs to vehicles, and a planning layer computes and coordinates routes to limit conflicts and congestion. Energy management schedules charging or refueling to keep the fleet available. Remote operators (teleoperation / remote assistance) intervene in situations a vehicle cannot resolve on its own. Each vehicle runs its own perception–planning–control loop, while the fleet adds a multi-unit coordination layer on top.

Problem solved

A single autonomous vehicle does not scale to transport and logistics services that require many units. An autonomous fleet addresses the coordination of many driverless vehicles: how to allocate tasks, avoid collisions and congestion, keep units available (charging, servicing), and supervise operation with no driver in each vehicle.

Components

Fleet Management System (FMS)Fleet supervision and state

Central layer that maintains the state of all units and supervises the operation of the fleet as a whole.

Dispatching / task allocationTask allocation

Assigns jobs and missions to individual vehicles based on availability, location and priorities.

Routing and traffic coordinationFleet traffic coordination

Computes and coordinates routes across many units, limiting collisions and congestion.

Energy and charging managementAvailability management

Schedules charging or refueling sessions to keep units available.

Teleoperation / remote assistanceHuman-in-the-loop oversight

Lets remote operators intervene in situations a vehicle cannot resolve on its own.

Fleet telemetry and monitoringFleet observability

Collects real-time position, status and health data from units to support operational decisions.