AI-Enhanced Agricultural Baler: IoT Precision Tech

Publication ID: 24-11856895_0003_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Enhanced Agricultural Baler: IoT Precision Tech,” Published Technical Disclosure No. 24-11856895_0003_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856895_0003_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. 11,856,895.

Background and Problem Solved

The original patent (Baler slacker arm sensor for protecting against needle over-tension conditions) addressed the issue of twine over-tension conditions in agricultural balers. However, it lacked the capability to integrate with other technologies to further optimize bale production and crop yield. The present invention solves this problem by synergistically combining the original patent's bale binding mechanism with AI, IoT, and blockchain technologies.

Novelty and Inventive Step

The novelty of the present invention lies in the synergistic integration of AI, IoT, and blockchain technologies with the original patent's bale binding mechanism, enabling real-time optimization of bale production, predictive maintenance, and enhanced crop yield. The inventive step is the combination of these distinct technologies to create a more powerful and efficient agricultural baler system.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include integrating the baler system with autonomous farming systems, using different types of sensors or AI algorithms, or incorporating additional features such as weather forecasting or soil analysis. Variations of the invention could also include adapting the system for use in different agricultural settings, such as large-scale industrial farming or small-scale organic farming.

Potential Commercial Applications and Market

The synergistic baler system has significant commercial potential in the agricultural industry, particularly in large-scale industrial farming and precision agriculture. The system's ability to optimize bale production, predict maintenance needs, and enhance crop yield while reducing waste makes it an attractive solution for farmers and agricultural companies seeking to increase efficiency and reduce costs.

CPC Classifications

SectionClassGroup
A A01 A01F15/148
A A01 A01F15/145

Original Patent Information

Patent NumberUS 11,856,895
TitleBaler slacker arm sensor for protecting against needle over-tension conditions
Assignee(s)AGCO Corporation