METHODS OF OPTIMISING STOCHASTIC PROCESSING PARAMETERS IN CROP HARVESTING MACHINES

Patent №

US 7,308,326

Granted

2007-12-11

Filed 2005

Owner

CNH AMERICA LLC

Lab

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10520318

A precision farming method including a stochastic parameter , which is continuously optimized to adjust the model to the latest prevailing working conditions. Such parameter may be considered to constitute a variable which characterizes the instantaneously prevailing readiness of the harvesting process. Such variable can be used for establishing field maps showing the evolution of the harvesting operation itself. It can also be used in automatic routines which adjust the harvester speed in order to limit the grain losses.

AI classification

AI hardware1.00
Machine learning0.91
Evolutionary computation0.59
Planning0.02
Speech0.00
Natural language0.00
Vision0.00
Knowledge representation0.00

Ownership

CNH AMERICA LLC

assignment · 167530181

Assignors

CNH BELGIUM N.V., MAERTENS, KOEN, DE BAERDEMAEKER, JOSSE G.

On an employer assignment, the assignors are typically the inventors.

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