SOURCED INVESTIGATIONS & FIELD REPORTS

Robotics Research & Practical Limitation Reports

Primary-source investigations examining the delta between nominal manufacturer datasheets and real-world deployment telemetry, active sensor loads, and environmental constraints.

Source-based technical explainer Published: 2026-10-08 | Verified: 2026-10-16

Robot Dog Battery Life: What Changes in Real Use?

How to interpret published battery-runtime figures for quadruped robots and what to measure before planning an inspection or research mission.

Quick rule or relationship: estimated mission time = usable battery energy ÷ average power draw; use measured values for the actual configuration
  • Manufacturers publish runtime figures under stated or unspecified test conditions; those numbers may not predict a loaded field mission.
  • Payload, gait, terrain, temperature, stops and onboard equipment can change energy use.
  • The Spot and Go2 runtime figures are not directly comparable because test conditions and configurations differ.
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Agricultural robotics explainer Published: 2026-10-13 | Verified: 2026-10-16

DJI Agras T50: Payload, Spraying and Drift Factors

A grounded introduction to spray payload, droplet drift and operating conditions for agricultural drones, using the manufacturer's T50 specifications.

Quick rule or relationship: downwind drift distance ≈ wind speed × time droplets remain airborne; actual drift depends on droplet size and conditions
  • DJI lists a 40 kg spraying payload and a separate 50 kg spreading payload for the Agras T50; they are not the same operating mode.
  • Wind, droplet size, release height, evaporation and rotor flow affect where spray is deposited.
  • A simple drift estimate is only a starting point. Follow the pesticide label, local aviation rules and the manufacturer's operating instructions.
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Robotics comparison guide Published: 2026-10-14 | Verified: 2026-10-16

Humanoid Robots vs Wheeled AMRs: Choosing for the Task

A practical framework for comparing legged robots and wheeled mobile robots without assuming one type is always more capable or efficient.

Quick rule or relationship: compare systems using the same task, payload, route, operating time and energy-measurement method
  • Wheeled robots often suit prepared indoor routes, while legged robots can be considered where steps or uneven terrain matter.
  • Energy, speed and uptime comparisons are meaningful only when the task and test conditions are comparable.
  • A robot's advertised demonstration does not establish that it can perform a complete production workflow reliably.
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