AI-Powered Intelligent Combine Harvester System

Publication ID: 24-11856893_0008_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Powered Intelligent Combine Harvester System,” Published Technical Disclosure No. 24-11856893_0008_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856893_0008_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. 11,856,893.

Background and Problem Solved

The original patent provided a concave changing system for use with a rotary threshing system in a combine harvester. However, it lacked the ability to adapt to changing crop conditions, optimize threshing performance in real-time, and provide predictive maintenance. The present invention addresses these limitations by incorporating AI-powered crop condition monitoring, IoT-based sensor networks, blockchain-based data storage, and novel composite materials to create a more efficient, intelligent, and connected combine harvester system.

Novelty and Inventive Step

The new claims introduce a synergistic combination of AI, IoT, blockchain, and novel materials with the original concave support and adjustment structure, which is not obvious from the original patent. The integration of these technologies enables real-time optimization of threshing performance, predictive maintenance, and enhanced efficiency, which is a significant departure from the original invention.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the concave support and adjustment structure with other AI-powered systems, such as autonomous navigation or yield prediction. Variations may include using different types of sensors, such as computer vision or acoustic sensors, to monitor crop conditions and threshing performance.

Potential Commercial Applications and Market

The intelligent combine harvester system has significant commercial potential in the agricultural industry, particularly for large-scale farming operations. The system's ability to optimize threshing performance, reduce maintenance costs, and enhance efficiency can lead to increased productivity and profitability for farmers. The market potential is substantial, with the global agricultural technology market expected to grow significantly in the coming years.

CPC Classifications

SectionClassGroup
A A01 A01F12/28
A A01 A01F12/26

Original Patent Information

Patent NumberUS 11,856,893
TitleConcave support and adjusment system for combine harvester
Assignee(s)AGCO Corporation