L’AUTOMAZIONE DELLA MIETITREBBIA John Deere: migliora la qualità e le prestazioni della granella

The video introduces John Deere’s Harvest Setting Automation for digital combines, a machine‑learning driven system that lets operators set target grain‑quality outcomes (limits for grain loss, foreign material, broken grain) and lets the algorithm automatically adjust combine parameters such as rotor speed, concave distance, fan speed, etc. The user interface presents sliders with green‑highlighted recommended ranges, a central panel showing the last 15 minutes of performance, and visualizations of grain‑loss distribution across the separator and cleaning tank. Live camera feeds from the clean‑grain and straw elevators give operators visual cues to fine‑tune settings. When any limit is exceeded, the system changes the relevant setting, highlighted in blue, and updates overall performance graphs for hectares per hour and yield. The automation continuously learns from data collected from John Deere combines worldwide, improving its recommendations over time, enabling even inexperienced operators to achieve high‑quality grain throughout the day.











