Agricultural Optimization Systems

Publication ID: 24-11857885_0002_PTD
Published: October 28, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Agricultural Optimization Systems,” Published Technical Disclosure No. 24-11857885_0002_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857885_0002_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. 11,857,885.

Summary of the Inventive Concept

The inventive concept leverages the core technology of the cubic puzzle patent to develop innovative solutions for the agricultural industry, including soil quality analysis, crop yield prediction, autonomous farming, smart irrigation, and livestock health monitoring.

Background and Problem Solved

The original cubic puzzle patent, while innovative in its field, has limitations in its applicability to other industries. The agricultural sector, in particular, faces significant challenges in optimizing crop yields, managing soil quality, and ensuring livestock health. The inventive concept addresses these challenges by adapting the core technology of the cubic puzzle patent to develop novel solutions for the agricultural industry.

Detailed Description of the Inventive Concept

The inventive concept comprises a range of systems and methods that utilize sensors, controllers, and communication modules to optimize agricultural operations. For instance, the soil quality analysis system uses sensors to detect soil parameters, which are then analyzed by a controller to provide recommendations for optimizing soil quality. Similarly, the crop yield prediction method collects data on soil quality, weather patterns, and crop growth using sensors and a controller, and analyzes the data using machine learning algorithms to provide accurate yield predictions. The modular robotic system for autonomous farming enables multiple modules to communicate with each other and a central server to optimize farming operations. The smart irrigation system analyzes soil moisture levels and determines optimal irrigation schedules, while the system for monitoring and controlling livestock health detects vital signs and health parameters of livestock and provides alerts and recommendations to farmers.

Novelty and Inventive Step

The inventive concept's novelty lies in its adaptation of the cubic puzzle patent's core technology to address specific challenges in the agricultural industry. The new claims introduce non-obvious innovations, such as the use of sensors, controllers, and communication modules to optimize agricultural operations, which are not anticipated by the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include integrating additional sensors or data sources, such as drones or satellite imagery, to enhance the accuracy of agricultural operations. Variations of the inventive concept could also involve applying the core technology to other industries, such as environmental monitoring or urban planning.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the agricultural industry, with potential applications in precision farming, crop insurance, and livestock management. The market for agricultural technology is growing rapidly, with an estimated global value of over $20 billion by 2025. The inventive concept is well-positioned to capture a significant share of this market, with its innovative solutions for optimizing agricultural operations.

CPC Classifications

SectionClassGroup
A A63 A63F9/0842

Field of Art

Mechanical puzzle systems and sensor-based control technologies, with expertise in embedded systems, sensor integration, and algorithmic control mechanisms

Person of Ordinary Skill (PHOSITA) Profile

An engineer with advanced knowledge of embedded control systems, sensor technologies, and modular electronic design, capable of translating control mechanisms across different technical domains

Obviousness Rationale

A PHOSITA would recognize that the core technological elements of the cubic puzzle patent - specifically its sensor-based control, rotation detection, and modular component architecture - can be directly translated to agricultural monitoring systems with predictable and straightforward modifications. The fundamental control logic of detecting state changes, processing sensor inputs, and generating responsive outputs remains consistent across the source patent and the published technical disclosure. The agricultural variations represent a standard application of known sensor and control technologies to a different technical domain.

Obvious Combinations & Variations

Source Patent Element
Core member with rotation sensor for detecting puzzle state changes
PTD Variation
Agricultural sensor modules detecting soil parameters and crop conditions
Obviousness Reasoning
Predictable extension of sensor-based state detection to a different technical domain with known sensor technologies
Source Patent Element
Controller configured to analyze detected patterns and generate response operations
PTD Variation
Agricultural controller analyzing sensor data to generate farming recommendations
Obviousness Reasoning
Known technique of applying algorithmic analysis to sensor inputs across different technical contexts
Source Patent Element
Modular puzzle components with interconnected state detection
PTD Variation
Modular robotic farming system with intercommunicating sensor modules
Obviousness Reasoning
Obvious design choice to adapt modular control architecture to distributed sensing environment
Source Patent Element
Acceleration and attitude detection mechanisms
PTD Variation
Livestock health monitoring using wearable sensors detecting movement and physiological parameters
Obviousness Reasoning
Straightforward adaptation of motion and state detection technologies to biological monitoring
Source Patent Element
Storage unit for pattern recognition and operation derivation
PTD Variation
Machine learning algorithms for crop yield prediction using stored sensor data
Obviousness Reasoning
Predictable application of data storage and algorithmic analysis techniques to agricultural prediction
35 U.S.C. § 103 Summary: Under 35 U.S.C. ยง 103, the variations disclosed in this published technical disclosure would be considered obvious to a person having ordinary skill in the art at the time of invention, when viewed in light of US Patent 11857885. The disclosed agricultural monitoring systems represent a straightforward technological translation of the source patent's sensor-based control mechanisms, utilizing known techniques of sensor integration, state detection, and algorithmic analysis across technical domains.

Original Patent Information

Patent NumberUS 11,857,885
TitleCubic puzzle
Assignee(s)CABU LLC