AI-Enhanced Agricultural Harvester Turn Optimization

Publication ID: 24-11856890_0006_PTD
Published: October 26, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “AI-Enhanced Agricultural Harvester Turn Optimization,” Published Technical Disclosure No. 24-11856890_0006_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856890_0006_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,856,890.

Background and Problem Solved

Existing agricultural harvesters often struggle with inefficient turn patterns, leading to reduced productivity, increased fuel consumption, and potential safety risks. The original patent, 'Automated turn patterns in an agricultural harvester,' provided a foundation for automated guidance systems. However, it did not address the limitations of fixed turn patterns, lack of crop-specific optimization, and inefficient land selection. The present invention addresses these limitations by introducing enhancements that make the harvesting process faster, safer, and more efficient.

Novelty and Inventive Step

The present invention introduces several novel features that distinguish it from the original patent. These include adaptive turn pattern control, crop-specific optimization, automated land selection, and data-driven turn pattern recommendations. These features collectively provide a significant inventive step, as they enable agricultural harvesters to operate more efficiently, safely, and productively.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include integrating the enhancements with existing guidance systems, incorporating additional sensors for real-time field condition monitoring, or developing specialized software for specific crop types. Variations of the invention could also involve adapting the technology for use in other agricultural machines, such as planters or sprayers.

Potential Commercial Applications and Market

The present invention has significant commercial potential in the agricultural industry, particularly among manufacturers of agricultural harvesters and farmers seeking to improve their harvesting operations. The invention could be marketed as a software upgrade or integrated into new harvester models, providing a competitive advantage in the market. The target industries include agricultural equipment manufacturing, farming, and agricultural services.

CPC Classifications

SectionClassGroup
A A01 A01D41/1278
G G05 G05D1/0212
G G05 G05D2201/0201

Original Patent Information

Patent NumberUS 11,856,890
TitleAutomated turn patterns in an agricultural harvester
Assignee(s)Deer & Company