Autonomous Farm Machinery

Autonomous farm machinery uses onboard sensors and control systems to run field operations with less manual intervention.

Business impact

• Robot tractors operating in real-world conditions — Kuhn reports that 5 robot tractors operated in real-world conditions during the most recent season.

Data requirements

• Sensor data from cultivator components (sensor) — Broken-tine detection depends on sensors mounted on the cultivator.
• Sensor data from rollers (sensor) — Depth control and monitoring depend on roller sensors.

AI methods and techniques

• Sensor-based autonomy — Karl uses onboard sensors to detect broken tines, monitor rollers, and support automatic control during operation.

Industries

Real-world evidence

2 documented case studies on record.

Companies using this: CNH Industrial, Kuhn.