Smart Irrigation: AI-Driven Nutrient Delivery System

Publication ID: 24-11856900_0006_PTD
Published: October 26, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Smart Irrigation: AI-Driven Nutrient Delivery System,” Published Technical Disclosure No. 24-11856900_0006_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856900_0006_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 targeted irrigation and nutrient delivery. However, it had limitations in detecting consumable types and amounts, adjusting watering schedules, and preventing over- or under-fertilization. This new invention solves these problems by integrating sensors, machine learning, and IoT technology to create a more efficient, adaptive, and automated consumable management system.

Novelty and Inventive Step

The new claims introduce novel features such as built-in sensors, machine learning algorithms, and IoT-enabled sensors, which are not present in the original patent. These features provide a significant improvement in consumable management, making the invention more efficient, adaptive, and automated.

Alternative Embodiments and Variations

Alternative embodiments may include using different types of sensors, such as optical or acoustic sensors, to detect consumable characteristics. Variations may include integrating the consumable module with other irrigation system components, such as weather stations or soil moisture sensors, to further optimize consumable delivery.

Potential Commercial Applications and Market

This invention has significant commercial potential in the agricultural, landscaping, and gardening industries, where efficient and targeted irrigation and nutrient delivery are critical for crop health and yield. The invention can be integrated into existing irrigation systems, providing a competitive advantage for companies that adopt this technology.

CPC Classifications

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

Original Patent Information

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