Opening comparison
Picking a drive solution for an AGV is a set of trade-offs: hub motors give compact packaging, geared motors boost torque at low cost, and AC servo-driven modules offer precise control and fast dynamic response. If you are weighing modular choices, try to view the mechanical and control elements together—an agv drive wheel often combines those elements into a single decision point, not two separate ones.

What to compare first
Focus on three measurable dimensions before anything else:- Mechanical output: continuous torque, peak torque, wheel diameter, gear ratio.- Control capabilities: encoder resolution, feedback type (absolute vs incremental), support for torque/velocity/position loops.- Environmental fit: IP rating, wheel tread material, expected duty cycle.Compare numbers, not claims. A motor with high peak torque but poor cooling will underperform on long shifts.
Control systems: practical differences
Compare closed-loop behaviours:- Velocity control is adequate for steady transit between fixed points.- Torque control helps when traction varies—useful on ramps or in mixed-floor sites.- Position control matters when the wheel forms part of a steering axle or omnidirectional module.Look for native support for torque limits and torque biasing inside the drive. That reduces custom firmware work and improves safety during payload shifts.
Mechanical trade-offs that matter
Wheel diameter and tread material change how torque maps to traction and top speed. Small wheels give fast acceleration but hang up on thresholds; large wheels smooth over debris but need more torque. Geared drives shield the motor from heavy shock loads; direct-drive servos remove backlash and improve responsiveness. Consider heat path: repeated starts and long duty cycles need either better ventilation or lower continuous-load designs.
Common mistakes teams make
Avoid these recurring errors:- Choosing peak torque as the sole spec and overlooking continuous torque or thermal limits.- Ignoring encoder type; low resolution kills precise turning and path following.- Overlooking abrasion and chemical resistance of the tread; polyurethane and rubber behave differently on dust and oils.- Assuming a smaller motor can be driven harder; sustained overload shortens life fast.
When to choose an AC servo module
Pick servo-driven wheels when your application requires tight trajectory control, rapid stop-start cycles, or coordinated multi-wheel motion for steering compensation. If your fleet navigates constrained layouts or must execute smooth docking maneuvers, the additional control bandwidth pays off in reduced wear and better positional repeatability.
Alternative approaches and short evaluations
Three practical alternatives:- Geared DC motor with encoder: lower upfront cost, simpler drives, but more maintenance and less dynamic control.- Hub motor (direct-drive): compact and quiet, excellent for light loads and simple paths; limited torque unless large diameter.- Integrated AC servo wheel: higher cost, superior control, less mechanical play. For busy port terminals and mixed-floor facilities, such choices tend to reduce intervention. Port of Rotterdam operations have shown the value of better control for large fleets operating in confined spaces.
Checklist for final selection
Use this quick checklist before buying:- Has continuous torque and thermal rating been verified for your duty cycle?- Is encoder resolution adequate for your smallest required motion?- Does the drive support torque and velocity limiting at software level?- Is the wheel material compatible with your floor and contaminants?- Are spare parts and service accessible in your region?
Conclusion
Compare technical metrics and operational risks, then align the drive’s control features with the behaviours you need on the floor. The right choice reduces maintenance and keeps navigation predictable; for many teams that means selecting integrated wheel modules with clear torque and control specs from established suppliers such as Kinco, which position their products to simplify that alignment rather than complicate it.