See the interfaces among data, control, hardware and people.
Robotics technology stack · Layer 07
Actuation, batteries and hardware
The motors, drives, transmissions, structures, energy systems and service design that set a robot's physical operating envelope.
Evidence statusMature components; integrated performance remains design- and duty-specificLast reviewed: 11 August 2026
07
FUURAA thesis
Hardware capability is a duty-cycle claim: strength, precision, thermal limits, energy, wear and service time must hold together over the intended work.
Reading method
Turn a technology label into an engineering chain, testable claims and explicit boundaries.
Translate capability into task, latency, failure and recovery.
Separate standards, independent measurement, research and first-party claims.
State what cannot be inferred from a demo, benchmark or interface.
System breakdown
Four interdependent layers determine whether the technology can enter real work.
Each layer shows its role and the failure signal most worth watching.
Actuation and transmission
Motors, hydraulics, gears, belts and compliant elements trade force, speed, backlash and efficiency.
Structure and protection
Stiffness, mass, sealing, cable routing and impact protection shape accuracy and survivability.
Energy system
Cells, battery management, charging and power conversion constrain runtime and availability.
Maintainability
Diagnostics, modular replacement, spares and access determine mean time to restore service.
Engineering evaluation
Five checks turn abstract capability into reviewable system evidence.
Record normal performance, failure, recovery and human cost—not only the best-looking result.
- 01
Define the duty cycle
Specify load, reach, speed, acceleration, contact force, idle time and ambient conditions over a shift.
- 02
Measure continuous performance
Distinguish transient peaks from torque, speed and accuracy sustainable without thermal derating.
- 03
Age the system
Track backlash, seal wear, battery capacity, connector faults and calibration over representative cycles.
- 04
Test service procedures
Time fault diagnosis, safe isolation, module replacement, calibration and return to operation.
- 05
Model lifecycle cost
Include energy, consumables, batteries, spares, downtime and specialist labour.
Scope boundaries
State what the evidence supports—and what it does not.
- 01
Payload and runtime specifications usually depend on speed, reach, terrain, tool and temperature assumptions.
- 02
Component ratings do not automatically transfer to the assembled robot or full motion profile.
- 03
Prototype performance may rely on maintenance intensity or parts not available at production scale.
Sources and evidence status
Keep the source, date, evidence identity and reading boundary visible.
This page prioritises standards bodies, public measurement programmes, official project documentation and original research disclosures.
01
ISO · 1998-04
↗02ISO 9283 — Manipulating industrial robot performance
Defines criteria and test methods for performance characteristics such as pose and path behavior.
NIST · reviewed 2026-07-08
↗Performance of Emergency Response Robots
Treats endurance, durability, reliability, logistics and operator proficiency as measurable mission capabilities.