AI-Driven Autonomous Irrigation Tower System

Publication ID: 24-11856899_0010_PTD

Published: October 26, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Autonomous Irrigation Tower System,” Published Technical Disclosure No. 24-11856899_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856899_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. 11,856,899.

Background and Problem Solved

The original patent addressed the monitoring and control of movable towers in an irrigation system. However, it had limitations in terms of environmental impact, water waste, and scalability. The new invention solves these problems by introducing autonomous movable towers with advanced sensors and AI-driven control systems, enabling real-time optimization of fluid delivery and minimizing environmental impact.

Novelty and Inventive Step

The new invention introduces autonomous movable towers with advanced sensors and AI-driven control systems, which is a significant departure from the original patent's focus on monitoring and control. The decentralized and blockchain-based management platform, real-time data analytics, and machine learning algorithms are novel and non-obvious features that provide a paradigm shift in irrigation system management.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of different types of sensors, such as lidar or radar, or the integration of emerging technologies like IoT or 5G. Variations of the invention could include the application of autonomous movable towers in different industries, such as agriculture, landscaping, or firefighting.

Potential Commercial Applications and Market

The invention has significant commercial potential in the agriculture and landscaping industries, where efficient and sustainable irrigation systems are in high demand. The decentralized and blockchain-based management platform also enables new business models, such as data-driven services and precision agriculture. The invention could also be applied in other industries, such as firefighting, where efficient water delivery is critical.

CPC Classifications

Section	Class	Group
A	A01	A01G25/092
A	A01	A01G25/16
E	E04	E04H12/344

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Agricultural irrigation systems and networked control technologies, involving electrical and electronic monitoring of movable irrigation infrastructure. Requires expertise in network engineering, sensor systems, control algorithms, and agricultural technology integration

Person of Ordinary Skill (PHOSITA) Profile

A professional with a bachelor's degree in agricultural engineering, electrical engineering, or computer science, with 3-5 years experience in irrigation system design, network control systems, and embedded sensor technologies

Obviousness Rationale

A PHOSITA would recognize that the PTD's AI-driven and blockchain-based variations represent predictable technological extensions of the source patent's networked irrigation monitoring system. The fundamental architecture of networked tower control provides a clear technological foundation for integrating advanced sensing, machine learning, and decentralized management platforms. The incremental technological improvements represent logical progressions in network-enabled irrigation system design that would be obvious to a skilled practitioner.

Obvious Combinations & Variations

Source Patent Element

Network switches located on multiple irrigation towers enabling parameter monitoring and control

PTD Variation

AI-driven control systems with real-time data analytics across autonomous movable towers

Obviousness Reasoning

Extending network monitoring to include machine learning algorithms represents a known technique for enhancing system intelligence using existing network infrastructure

Source Patent Element

Threshold-based positioning and operational parameter modifications

PTD Variation

Predictive maintenance and automated corrective action systems using sensor data

Obviousness Reasoning

Implementing proactive system management through algorithmic decision-making is a predictable evolution of existing threshold-based control methodologies

Source Patent Element

Electronic monitoring of irrigation system parameters like position, temperature, and current

PTD Variation

Blockchain-based decentralized management platform for secure data sharing and collaborative decision-making

Obviousness Reasoning

Applying distributed ledger technologies to existing sensor networks represents a logical extension of secure data transmission principles

Source Patent Element

Networked irrigation tower control system with interoperable components

PTD Variation

Modular and scalable system architecture enabling technology integration and component upgradability

Obviousness Reasoning

Designing flexible system architectures that accommodate emerging technologies is a standard design approach in network-enabled control systems

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856899 and the disclosed technological variations, a person having ordinary skill in the art would find the claimed innovations obvious and therefore unpatentable. The published technical disclosure demonstrates that the claimed advancements represent predictable technological progressions within the established framework of networked irrigation control systems, rendering subsequent claims obvious and lacking inventive merit.

Original Patent Information

Patent Number	US 11,856,899
Title	Monitoring and control of a movable tower in an irrigation system
Assignee(s)	Reinke Manufacturing Company, Inc.