Next-Generation Infusion Management System

Publication ID: 24-11857759_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Infusion Management System,” Published Technical Disclosure No. 24-11857759_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857759_0005_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

A futuristic, autonomous, and decentralized infusion management system that leverages AI, blockchain, and IoT technologies to revolutionize fluid level monitoring, supply chain optimization, and patient care.

Background and Problem Solved

The original patent's system for detecting and reporting fluid levels in an infusion device, while effective, has limitations in terms of real-time monitoring, predictive maintenance, and supply chain optimization. The new inventive concept addresses these limitations by introducing a wearable sensor patch, machine learning algorithms, 3D-printed infusion bag modules, blockchain-based tracking, and AI-powered microcontrollers to ensure seamless and efficient infusion management.

Detailed Description of the Inventive Concept

The next-generation infusion management system comprises a wearable sensor patch integrated with the infusion bag, wirelessly transmitting fluid level data to a cloud-based analytics platform for predictive maintenance and supply chain optimization. The system utilizes machine learning algorithms to analyze historical fluid consumption patterns, predict fluid depletion, and automatically order replacement fluids via a secure online platform. Interchangeable, 3D-printed infusion bag modules with integrated sensors and wireless communication capabilities enable real-time monitoring and seamless replacement of depleted fluid sources. A decentralized infusion management network is established through a blockchain-based platform for secure, transparent, and tamper-proof tracking of infusion devices, fluid levels, and supply chain transactions. An embedded, AI-powered microcontroller in the smart infusion bag detects anomalies in fluid flow rates, predicts potential complications, and alerts medical personnel via a mobile application.

Novelty and Inventive Step

The new claims introduce a paradigm shift in infusion management by integrating AI, blockchain, and IoT technologies to provide real-time monitoring, predictive maintenance, and supply chain optimization. The inventive concept's novelty lies in the wearable sensor patch, machine learning algorithms, 3D-printed infusion bag modules, blockchain-based tracking, and AI-powered microcontrollers, which collectively provide a next-generation solution that is more efficient, autonomous, and patient-centric.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different sensor technologies, such as ultrasonic or capacitive sensors, or the integration of additional features, such as patient vital sign monitoring or medication administration tracking. Variations of the system could be designed for specific medical specialties, such as pediatrics or oncology, or for use in different care settings, such as home care or ambulatory surgery centers.

Potential Commercial Applications and Market

The next-generation infusion management system has significant commercial potential in the healthcare industry, particularly in the areas of hospital care, home care, and ambulatory surgery centers. The system's ability to optimize supply chain management, reduce medical errors, and improve patient outcomes could lead to widespread adoption and market growth.

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 engineering, specifically infusion monitoring systems, encompassing sensor technologies, data transmission, and medical device instrumentation

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer with expertise in medical sensor design, wireless communication protocols, and healthcare monitoring systems, holding a master's degree or equivalent professional experience in medical device development

Obviousness Rationale

A PHOSITA would recognize that the PTD's disclosed variations represent predictable technological extensions of the source patent's fluid monitoring system, leveraging standard engineering techniques like wireless sensing, machine learning, and modular design to enhance existing infusion monitoring capabilities. The core technical problem of fluid level detection remains consistent, with the PTD introducing incremental improvements using well-established technological approaches. These variations would be considered obvious combinations of known techniques within the medical device monitoring domain.

Obvious Combinations & Variations

Source Patent Element
Light sources and sensors positioned on a movable element to detect fluid levels
PTD Variation
Wearable sensor patch with wireless transmission capabilities integrated directly into the infusion bag
Obviousness Reasoning
Predictable evolution of sensor placement using known wireless communication techniques, representing a design optimization that a PHOSITA would find obvious
Source Patent Element
Control system with reporting and warning modules
PTD Variation
AI-powered microcontroller with machine learning algorithms for predictive maintenance and anomaly detection
Obviousness Reasoning
Logical extension of existing warning systems using standard machine learning techniques, representing an incremental improvement in monitoring capabilities
Source Patent Element
Fluid level monitoring system with communication capabilities
PTD Variation
Blockchain-based decentralized tracking platform for infusion device management
Obviousness Reasoning
Application of emerging distributed ledger technologies to existing medical device communication systems, representing a predictable technological adaptation
Source Patent Element
Infusion bag with integrated monitoring capabilities
PTD Variation
3D-printed modular infusion bag with embedded wireless sensors and interchangeable components
Obviousness Reasoning
Obvious combination of additive manufacturing techniques with existing sensor integration approaches, representing a standard design optimization
Source Patent Element
System for detecting and reporting fluid levels
PTD Variation
Cloud-based analytics platform for real-time fluid consumption tracking and automated supply chain management
Obviousness Reasoning
Predictable application of cloud computing and data analytics to existing medical monitoring systems, representing a standard technological progression
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857759 and the disclosed technological variations, a person having ordinary skill in the art would find the claimed innovations obvious and therefore unpatentable. The incremental technological improvements represent predictable combinations of known techniques in medical device monitoring, sensor integration, and data management, failing to demonstrate the non-obvious characteristics required for patent protection.

Original Patent Information

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