AI-Powered Adaptive Crop Flow Management System

Publication ID: 24-11856884_0010_PTD

Published: October 26, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Powered Adaptive Crop Flow Management System,” Published Technical Disclosure No. 24-11856884_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856884_0010_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. 11,856,884.

Background and Problem Solved

The original patent provided a swath gate for spreading and converging crop material, but it had limitations in adapting to changing crop flow conditions. This invention addresses these limitations by integrating advanced sensors, AI-powered algorithms, and modular design to create a more efficient and flexible crop flow management system.

Novelty and Inventive Step

The new claims introduce a paradigm shift in crop flow management by integrating advanced sensors, AI-powered algorithms, and modular design. The inventive step lies in the dynamic adjustment of the swath gate based on real-time data analysis, enabling optimal crop flow and spreading in various crop conditions.

Alternative Embodiments and Variations

Alternative embodiments may include varying sensor types, AI algorithm configurations, and modular design arrangements to accommodate different crop types, flow conditions, and agricultural vehicle platforms. Variations may also include integration with other agricultural systems, such as precision farming or autonomous farming platforms.

Potential Commercial Applications and Market

The Adaptive Crop Flow Management System has significant commercial potential in the agricultural industry, particularly in regions with high-value crops and demanding crop flow requirements. The system can reduce operational costs, enhance crop quality, and increase yields, making it an attractive solution for farmers, agricultural cooperatives, and equipment manufacturers.

CPC Classifications

Section	Class	Group
A	A01	A01D34/667
A	A01	A01D41/1243
A	A01	A01D43/10

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Agricultural machinery design, specifically crop harvesting header systems with material flow management technologies, requiring expertise in mechanical engineering, agricultural equipment design, and precision agricultural systems

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer with 5-7 years experience in agricultural equipment design, familiar with harvesting technologies, sensor integration, and adaptive mechanical systems for crop processing

Obviousness Rationale

A PHOSITA would recognize that integrating sensor-based adaptive control and AI algorithms into the existing swath gate mechanism represents a predictable technological evolution. The source patent's fundamental design of a movable swath gate with spreading and converging capabilities provides a clear technical foundation for implementing intelligent control systems. The proposed variations merely apply known computational and sensing technologies to enhance the existing mechanical framework in a manner consistent with standard engineering practice.

Obvious Combinations & Variations

Source Patent Element

Swath gate with movable plate capable of spreading and converging crop flow

PTD Variation

Adding real-time sensor data and AI-powered position adjustment to the swath gate

Obviousness Reasoning

Applying computational control to mechanical systems is a standard engineering approach, representing an obvious design optimization using known sensor and algorithmic techniques

Source Patent Element

Header with rolls defining crop flow stream

PTD Variation

Implementing modular gate designs for different crop types and flow conditions

Obviousness Reasoning

Designing interchangeable components for varied agricultural conditions is a predictable solution within standard equipment design practices

Source Patent Element

Swath gate with spreader and converger components

PTD Variation

Coordinating multiple autonomous vehicles with adaptive swath gate technologies

Obviousness Reasoning

Extending single-machine technologies to networked agricultural systems represents a logical technological progression using standard communication and coordination protocols

Source Patent Element

Header frame with configurable crop material management

PTD Variation

Integrating precision farming algorithms to dynamically adjust crop flow

Obviousness Reasoning

Applying computational intelligence to mechanical agricultural systems is a well-established engineering approach with predictable implementation strategies

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856884 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed adaptive swath gate systems and methods obvious and anticipated, rendering potential claims to such technologies unpatentable under 35 U.S.C. § 103 due to the predictable combination of known mechanical and computational techniques within the agricultural machinery design domain.

Original Patent Information

Patent Number	US 11,856,884
Title	Agricultural header with swath gate for spreading and converging crop material
Assignee(s)	CNH Industrial America LLC