Published Technical Disclosure Archive

AI-Driven Precision Irrigation: Blockchain Optimization

Publication ID: 24-11856900_0010_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Precision Irrigation: Blockchain Optimization,” Published Technical Disclosure No. 24-11856900_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856900_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. 11,856,900.

Background and Problem Solved

The original patent, 'Selective application of consumables via irrigation systems,' addressed the need for efficient irrigation and nutrient delivery. However, it had limitations in terms of real-time monitoring, autonomous decision-making, and secure tracking of consumable usage. The present invention overcomes these limitations by introducing a decentralized, sensor-enabled, and blockchain-based architecture that enables precision irrigation, autonomous optimization, and transparent consumable allocation.

Novelty and Inventive Step

The present invention introduces a paradigm shift in irrigation technology by integrating advanced sensors, machine learning, and blockchain technology to enable precision irrigation, autonomous optimization, and transparent consumable allocation. The decentralized architecture, microfluidic chamber, and machine learning-based predictive analytics engine are novel features that distinguish this invention from the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of drones or autonomous vehicles for sensor data collection, integration with other IoT devices, or the application of the system to non-agricultural contexts such as urban landscaping or golf courses.

Potential Commercial Applications and Market

The Next-Generation Precision Irrigation and Consumable Delivery System has significant commercial potential in the agricultural, landscaping, and environmental sectors. It can help farmers and growers optimize crop yields, reduce waste, and promote sustainable agriculture. The system can also be applied to urban planning and environmental conservation, enabling cities to manage water resources more efficiently and mitigate the urban heat island effect.

CPC Classifications

SectionClassGroup
A A01 A01G25/167
G G05 G05B19/042
G G05 G05B2219/2625

Field of Art

Agricultural irrigation systems and precision agriculture technologies, involving sensor networks, control systems, and resource management techniques

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in agricultural engineering, sensor technologies, control systems, and software integration, typically holding a BS/MS in engineering with 3-5 years of experience in irrigation and agricultural technology development

Obviousness Rationale

A PHOSITA would recognize that the PTD's integration of machine learning, sensor networks, and blockchain represents predictable technological extensions of the source patent's core irrigation control methodology. The fundamental concept of selective consumable delivery is preserved, with the PTD merely introducing contemporary technological implementation strategies that are well-established in the field of precision agriculture. These variations represent incremental improvements using standard engineering techniques and readily available technological components.

Obvious Combinations & Variations

Source Patent Element
Selective activation of delivery outlets based on irrigation area characteristics
PTD Variation
Cloud-based controller with machine learning algorithms for dynamic irrigation scheduling
Obviousness Reasoning
Predictable application of contemporary software control techniques to existing irrigation system architectures, representing a known method of enhancing system intelligence
Source Patent Element
Determining application characteristics for consumables
PTD Variation
Microfluidic chamber for precise nutrient metering with predictive analytics
Obviousness Reasoning
Logical extension of existing consumable delivery concepts using advanced microfluidic technologies that are standard in precision agriculture engineering
Source Patent Element
Irrigation system with delivery outlets and environmental analysis
PTD Variation
Decentralized blockchain-based irrigation network with autonomous decision-making capabilities
Obviousness Reasoning
Systematic application of distributed computing and blockchain technologies to existing irrigation control paradigms, representing an obvious technological evolution
Source Patent Element
Method of analyzing irrigation area characteristics
PTD Variation
Integration of satellite imaging, weather stations, and soil sensors for dynamic irrigation planning
Obviousness Reasoning
Combination of known sensor technologies and data sources to enhance existing irrigation decision-making processes, representing a standard engineering approach
Source Patent Element
Consumable delivery method with environmental considerations
PTD Variation
Carbon sequestration optimization through intelligent irrigation scheduling
Obviousness Reasoning
Logical application of existing irrigation control principles to environmental management objectives, utilizing standard sensor integration techniques
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856900, a person of ordinary skill in the art would find the technological variations disclosed herein to be obvious extensions of the prior art, rendering potential patent claims directed to these technological implementations anticipated and/or obvious under 35 U.S.C. ยง 103, with the combination representing no more than predictable variations within the established technological domain of precision irrigation systems.

Original Patent Information

Patent NumberUS 11,856,900
TitleSelective application of consumables via irrigation systems
Assignee(s)RACHIO, INC.