Advanced Force Measurement System with Integrated AI, IoT, and Blockchain Technologies

Publication ID: 24-11857331_0008_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Advanced Force Measurement System with Integrated AI, IoT, and Blockchain Technologies,” Published Technical Disclosure No. 24-11857331_0008_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857331_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. 11,857,331.

Summary of the Inventive Concept

A novel force measurement system that integrates AI, IoT, blockchain, and nanomaterials to provide real-time feedback, predictive analysis, and enhanced sensitivity and accuracy, revolutionizing testing and training for various industries.

Background and Problem Solved

The original force measurement system patent had limitations in terms of data analysis, security, and sensor accuracy. The new inventive concept addresses these limitations by incorporating AI-powered analytics, blockchain-based data storage, IoT-enabled sensors, and nanomaterial-based sensors, providing a more comprehensive and efficient system for testing and training.

Detailed Description of the Inventive Concept

The advanced force measurement system comprises a force measurement assembly, a data acquisition/data processing device, and an AI-powered analytics module that provides real-time feedback and predictive analysis of the subject's performance. The system is integrated with a blockchain-based data storage system to ensure data integrity and security. IoT-enabled sensors monitor and adjust system parameters in real-time, while a nanomaterial-based sensor array enhances sensitivity and accuracy of force measurements. The system can be remotely monitored and controlled through a cloud-based IoT platform, utilizing AI-powered predictive maintenance to detect and prevent system failures and optimize system performance.

Novelty and Inventive Step

The new claims introduce the integration of AI, IoT, blockchain, and nanomaterials into the force measurement system, providing a novel and non-obvious combination of technologies that enhances the system's capabilities and addresses the limitations of the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include integrating the force measurement system with other technologies, such as augmented reality or machine learning-based algorithms for personalized training recommendations. Variations could include adapting the system for specific industries, such as sports, healthcare, or aerospace.

Potential Commercial Applications and Market

The advanced force measurement system has significant commercial potential in various industries, including sports, healthcare, aerospace, and education, where accurate and efficient testing and training are crucial. The system's ability to provide real-time feedback and predictive analysis makes it an attractive solution for professionals and individuals seeking to improve their performance.

Field of Art

Force measurement systems and biomechanical testing technologies, with expertise in sensor design, data acquisition, and performance measurement interfaces

Person of Ordinary Skill (PHOSITA) Profile

A skilled engineer with advanced degree in mechanical or biomedical engineering, familiar with sensor technologies, data processing systems, and performance measurement methodologies

Obviousness Rationale

A PHOSITA would recognize that integrating emerging technologies like AI, IoT, and blockchain into existing force measurement systems represents a predictable technological evolution. The core functional elements of the source patent provide a clear framework for implementing advanced sensing and data processing capabilities. The proposed variations represent logical extensions of existing technological capabilities using well-understood integration techniques.

Obvious Combinations & Variations

Source Patent Element
Force measurement assembly configured to receive a subject and output measurement signals
PTD Variation
Adding nanomaterial-based sensor array to enhance measurement sensitivity and accuracy
Obviousness Reasoning
Material science advances in sensor technologies make nanomaterial integration a predictable design improvement for increasing measurement precision
Source Patent Element
User input device for selecting testing or training routine parameters
PTD Variation
Implementing AI-powered analytics module for real-time performance feedback and predictive analysis
Obviousness Reasoning
Machine learning and analytics represent a known technique for enhancing data interpretation in measurement systems, providing personalized insights
Source Patent Element
Force measurement system with configurable movement and direction settings
PTD Variation
Integrating IoT-enabled remote monitoring and cloud-based control platform
Obviousness Reasoning
Network-connected sensing systems are a standard technological progression, allowing remote configuration and expanded data collection capabilities
Source Patent Element
Signal processing components for capturing user interactions
PTD Variation
Implementing blockchain-based data storage for ensuring measurement data integrity
Obviousness Reasoning
Secure data management techniques are a predictable solution for maintaining measurement record authenticity in professional testing environments
Source Patent Element
Force measurement system with configurable testing parameters
PTD Variation
Machine learning algorithm for adaptive system configuration based on user performance
Obviousness Reasoning
Personalization through algorithmic adaptation represents a standard approach to improving user experience in measurement and training technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857331 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed force measurement system enhancements obvious and predictable. The integration of AI, IoT, blockchain, and nanomaterial technologies represents a logical extension of existing force measurement methodologies, rendering potential claims covering such variations unpatentable under standard obviousness analysis.

Original Patent Information

Patent NumberUS 11,857,331
TitleForce measurement system
Assignee(s)Bertec Corporation