Intelligent Fluid Flow System with AI-Powered Bubble and Fluid Detection

Publication ID: 24-11857775_0008_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Intelligent Fluid Flow System with AI-Powered Bubble and Fluid Detection,” Published Technical Disclosure No. 24-11857775_0008_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857775_0008_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. 11,857,775.

Summary of the Inventive Concept

This inventive concept integrates a fluid flow system with artificial intelligence, IoT, and blockchain technologies to create a real-time monitoring and predictive maintenance system for detecting air bubbles and liquids, ensuring optimal system performance and reducing downtime.

Background and Problem Solved

The original patent disclosed a method for detecting air bubbles or liquids in a fluid flow system using a force sensor. However, this approach has limitations in terms of real-time monitoring, predictive maintenance, and data security. The new inventive concept addresses these limitations by incorporating AI, IoT, and blockchain technologies to create a more powerful and efficient system.

Detailed Description of the Inventive Concept

The new inventive concept consists of a force sensor, a controller, and an artificial intelligence module that analyzes the detected changes in output signals to predict fluid flow system performance. The system can be integrated with IoT technology to transmit data to a remote server for analysis and visualization. Additionally, a blockchain-based data storage system ensures secure and transparent data sharing. The system can optimize fluid flow system parameters in real-time based on the analysis, reducing downtime and increasing efficiency.

Novelty and Inventive Step

The new claims introduce the novel combination of AI, IoT, and blockchain technologies with the original fluid flow system, providing a non-obvious and innovative solution for real-time monitoring and predictive maintenance. The integration of these technologies enables the system to detect air bubbles and liquids more accurately, optimize system performance, and reduce downtime.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different AI algorithms, integration with other sensing technologies, or implementation in various industries such as oil and gas, chemical processing, or pharmaceuticals.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in various industries where fluid flow systems are critical, such as oil and gas, chemical processing, and pharmaceuticals. The system's ability to provide real-time monitoring, predictive maintenance, and secure data sharing makes it an attractive solution for companies seeking to optimize their operations and reduce downtime.

Field of Art

Fluid flow systems, sensor technologies, and medical/industrial monitoring systems with a focus on bubble and fluid detection techniques

Person of Ordinary Skill (PHOSITA) Profile

A technical professional with expertise in sensor engineering, signal processing, and fluid system monitoring, typically holding a bachelor's or master's degree in mechanical, electrical, or biomedical engineering with 3-5 years of practical experience in sensor design and fluid detection technologies

Obviousness Rationale

A person having ordinary skill in the art would recognize that integrating artificial intelligence, IoT, and blockchain technologies with the existing fluid flow detection system represents a predictable extension of known monitoring techniques. The source patent's fundamental bubble detection method provides a clear technical foundation that a skilled practitioner would naturally seek to enhance with contemporary digital technologies. The proposed variations represent logical technological improvements that leverage standard engineering design approaches to increase system intelligence and data management capabilities.

Obvious Combinations & Variations

Source Patent Element
Force sensor monitoring output signals for bubble detection in a flow tube
PTD Variation
Adding an artificial intelligence module to analyze sensor output signals and predict system performance
Obviousness Reasoning
Applying machine learning to sensor data analysis is a well-established technique in signal processing, representing a predictable technological enhancement with expected improvements in detection accuracy and system insights
Source Patent Element
Ultrasonic signal-based fluid detection method
PTD Variation
Integrating IoT connectivity to transmit detection data to remote servers
Obviousness Reasoning
Remote monitoring and data transmission are standard design choices in modern sensor systems, providing a straightforward and obvious method to extend the original bubble detection technology
Source Patent Element
Flow tube with force sensor for detecting fluid changes
PTD Variation
Implementing blockchain-based data storage for secure performance tracking
Obviousness Reasoning
Utilizing blockchain for secure data management is a known technique in industrial monitoring systems, representing a logical and predictable technological progression for improving data integrity
Source Patent Element
Method of monitoring output signal changes in fluid flow systems
PTD Variation
Generating predictive maintenance schedules based on AI analysis of sensor data
Obviousness Reasoning
Predictive maintenance using sensor data analysis is a standard engineering approach, representing an obvious extension of existing monitoring technologies with minimal inventive complexity
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857775 and the disclosed technological variations, a person having ordinary skill in the art would find the proposed fluid flow system enhancements obvious and lacking inventive step. The integration of artificial intelligence, IoT, and blockchain technologies with established bubble detection methodologies represents a predictable technological progression that would be readily conceived by a skilled practitioner without requiring non-obvious creative insight.

Original Patent Information

Patent NumberUS 11,857,775
TitleFluid flow system for bubble and fluid detection
Assignee(s)HONEYWELL INTERNATIONAL INC.