US 12,265,921 B2
Milestone prediction of fuel and chemical usage
Ashish Apte, Pune (IN); Arikatla Vishnu Vardhan Reddy, Kurnool (IN); Vishal Dobariya, Jasdan (IN); Pallavi Bhargava, Dhar (IN); and Hrishikesh H Tupe, Pune (IN)
Assigned to DEERE & COMPANY, Moline, IL (US)
Filed by Deere & Company, Moline, IL (US)
Filed on Jun. 8, 2021, as Appl. No. 17/342,198.
Prior Publication US 2022/0391721 A1, Dec. 8, 2022
Int. Cl. G06N 5/04 (2023.01); G06N 20/00 (2019.01); G07C 5/00 (2006.01)
CPC G06N 5/04 (2013.01) [G06N 20/00 (2019.01); G07C 5/004 (2013.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus comprising one or more processors to execute computer readable instructions to:
determine a current amount of fuel required without halt and a current fuel consumption rate for a machine during a harvesting event in a field based on a first amount of fuel required without halt, a first fuel consumption rate, and real time information from sensors of the machine;
determine a real time amount of fuel required based on the current amount of fuel required without halt, the current fuel consumption rate, and a halt time for the machine during the harvesting event, the one or more processors to use the real time amount of fuel required to schedule fuel delivery for the machine; and
perform the harvesting event in the field based on the real time amount of fuel required and a navigation path of the machine.