Intelligent Infusion Management System

Publication ID: 24-11857759_0010_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Infusion Management System,” Published Technical Disclosure No. 24-11857759_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857759_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. 11,857,759.

Summary of the Inventive Concept

An advanced infusion management system that integrates wearable sensors, machine learning, and AI-powered predictive analytics to optimize fluid levels and enhance patient care.

Background and Problem Solved

The original patent addressed the issue of detecting and reporting fluid levels in infusion devices, but it relied on manual monitoring and lacked real-time data analysis. The new inventive concept addresses these limitations by introducing a wearable, implantable, or ingestible sensor that provides real-time fluid level monitoring and personalized recommendations for optimal infusion rates.

Detailed Description of the Inventive Concept

The Intelligent Infusion Management System comprises a wearable, implantable, or ingestible sensor that continuously monitors fluid levels in real-time and transmits data to a central hub. The system utilizes machine learning algorithms to analyze historical infusion data and generate predictive models for fluid depletion. This enables healthcare professionals to receive timely alerts and take proactive measures to prevent fluid depletion. The system also includes a network of interconnected infusion devices, each equipped with advanced sensors and AI-powered predictive analytics, allowing for real-time monitoring and optimization of fluid levels across multiple patients and devices.

Novelty and Inventive Step

The new claims introduce a paradigm shift in infusion management by integrating wearable sensors, machine learning, and AI-powered predictive analytics. This combination of technologies enables real-time fluid level monitoring, personalized recommendations, and predictive analytics, which is a significant departure from the original patent's manual monitoring approach.

Alternative Embodiments and Variations

Alternative embodiments of the Intelligent Infusion Management System could include the use of implantable sensors, ingestible sensors, or even nanotechnology-based sensors. The system could also be integrated with electronic health records, allowing for seamless data exchange and enhanced patient care.

Potential Commercial Applications and Market

The Intelligent Infusion Management System has significant commercial potential in the healthcare industry, particularly in hospitals, clinics, and home care settings. The system could be marketed as a comprehensive solution for infusion management, offering improved patient outcomes, reduced healthcare costs, and enhanced efficiency for healthcare professionals.

CPC Classifications

SectionClassGroup
A A61 A61M5/1684
A A61 A61J1/10
A A61 A61M2205/18
A A61 A61M2205/3306
A A61 A61M2205/3327
A A61 A61M2205/42

Field of Art

Medical Device Technology, specifically Infusion Monitoring Systems, involving biomedical engineering, sensor technologies, and medical device design with expertise in fluid monitoring, sensor integration, and patient care technologies

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or medical device designer with advanced degrees, working knowledge of sensor technologies, machine learning applications in medical monitoring, and experience designing patient-focused healthcare monitoring systems

Obviousness Rationale

A PHOSITA would recognize that the PTD's integration of machine learning, wearable sensors, and predictive analytics represents a natural technological progression from the source patent's fundamental fluid monitoring approach. The core problem of tracking fluid levels remains consistent, with the PTD merely applying contemporary technological solutions that were readily available and predictable extensions of existing medical monitoring technologies.

Obvious Combinations & Variations

Source Patent Element
Light-based fluid level detection system with control mechanisms
PTD Variation
Wearable/implantable sensors with machine learning-powered fluid level monitoring
Obviousness Reasoning
Predictable evolution of sensor technology, applying known machine learning techniques to improve existing fluid monitoring methods
Source Patent Element
Reporting and warning module for infusion system
PTD Variation
AI-powered predictive analytics generating personalized alerts and recommendations
Obviousness Reasoning
Known technique of enhancing notification systems using machine learning, representing an obvious design improvement for medical monitoring technologies
Source Patent Element
Control system for monitoring infusion bag fluid levels
PTD Variation
Network of interconnected infusion devices with real-time monitoring capabilities
Obviousness Reasoning
Logical extension of existing monitoring technologies, utilizing standard networking and communication protocols to enhance system-wide tracking
Source Patent Element
Static infusion bag monitoring system
PTD Variation
3D-printed modular infusion bag with adaptive materials and customizable components
Obviousness Reasoning
Predictable application of advanced manufacturing techniques to medical device design, representing a standard approach to technological innovation
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857759 and the technological context of medical monitoring systems, the claimed variations in the published technical disclosure would have been obvious to a person having ordinary skill in the art at the time of invention, as they represent predictable applications of known sensor, machine learning, and medical device technologies to the fundamental problem of fluid level monitoring.

Original Patent Information

Patent NumberUS 11,857,759
TitleSystem for detecting and reporting fluid levels in an infusion device