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AGV and AMR planning: routes, fleet size and integration

We assess transport relations, size the fleet, design routes and interfaces and compare AGV or AMR with conveyor and manual alternatives.

In brief

Automated guided vehicles and autonomous mobile robots handle in-house transport without drivers. Bross Consulting plans routes, fleet size and integration into existing material flow and warehouse processes.

Start with the transport task

Origins, destinations, load carriers, quantities, time profiles, priorities, empty returns and service levels are captured in a transport matrix. The layout adds travel distance, intersections, doors, lifts, transfer stations, mixed traffic and charging locations.

Fleet sizing

The baseline combines loaded and empty travel, handling, waiting, charging and an explicit availability allowance. Peak windows are checked separately from average demand. Simulation is used when dispatching rules, shared aisles, queues or variable missions materially influence performance.

Integration and acceptance

Orders, acknowledgements, status, exceptions and manual fallback are specified between the fleet manager, WMS or MES and equipment. Acceptance criteria cover functions, coupling tests, trial operation, throughput, cycle times, availability and environment under agreed test conditions.

Results and deliverables

  • Transport matrix and suitability assessment
  • Technology and operating concept
  • Fleet calculation and optional simulation
  • Route, traffic, charging and transfer-station layout
  • Interface and requirement specification
  • Economic and utility assessment
  • Test and acceptance plan

Technical basis and limitations

The 2025 VDI 2710 consolidates an integrated approach to AGV planning. Transport task, load profile, layout, environment, flexibility, availability, interfaces and operation are considered together. Economics is not limited to investment and labour substitution: VDI 2710 Part 4 combines monetary appraisal with a utility analysis.

The calculated fleet size is a starting point. Intersections, blocking, dispatching rules, charging, failures and mixed traffic may require additional vehicles or reveal that organisational changes are more effective. Further reading: planning AGV and AMR fleets.

FAQ

Frequently asked questions

How is the required fleet size calculated?

Transport missions are converted into loaded and empty travel, handling, waiting and charging time. Peak profiles, availability and traffic interactions are then added.

When is simulation necessary?

When shared aisles, intersections, priority rules, variable routes, charging strategies or stochastic arrivals materially affect queues and throughput.

How should AGV economics be assessed?

Investment and operating cost are combined with non-monetary criteria such as flexibility, safety, resilience, scalability and process quality.

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From idea to reliable planning

We create transparency, prioritize scenarios and support implementation.