Published Technical Disclosure Archive

Intelligent Dynamic Motion Force Sensing Systems

Publication ID: 24-11857843_0008_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Intelligent Dynamic Motion Force Sensing Systems,” Published Technical Disclosure No. 24-11857843_0008_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857843_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. 11,857,843.

Summary of the Inventive Concept

A new generation of dynamic motion force sensing systems that integrate AI, IoT, blockchain, and advanced materials to provide real-time tracking, predictive analytics, and personalized fitness training, while ensuring secure data storage and injury prevention.

Background and Problem Solved

The original Dynamic Motion Force Sensor Module patent provided real-time tracking of forces applied during exercise, but it had limitations in terms of data analysis, security, and adaptability. The new inventive concept addresses these limitations by combining the patented module with AI, IoT, blockchain, and advanced materials to create a more powerful, secure, and adaptive system.

Detailed Description of the Inventive Concept

The new inventive concept consists of a dynamic motion force sensor module, an AI-powered predictive analytics engine, a blockchain-based secure data storage system, IoT-enabled wearable devices, and advanced materials for adaptive resistance. The system tracks dynamic forces in real-time, predicts optimal exercise routines, and provides personalized feedback to users. The AI engine analyzes user data to identify patterns and trends, while the blockchain system ensures secure and tamper-proof data storage. The IoT-enabled wearable devices enable real-time monitoring, and the advanced materials provide adaptive resistance for optimized training.

Novelty and Inventive Step

The new claims introduce the concept of integrating AI, IoT, blockchain, and advanced materials with the patented dynamic motion force sensor module, providing a novel and non-obvious solution for real-time tracking, predictive analytics, and personalized fitness training. The inventive step lies in the synergistic combination of these distinct technologies to create a more powerful and adaptive system.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include using different types of sensors, such as load cells or strain gauges, or integrating with other technologies like virtual or augmented reality. Variations could include using the system for injury prevention in high-impact sports or for rehabilitation in physical therapy.

Potential Commercial Applications and Market

The new inventive concept has significant commercial potential in the fitness, sports, and healthcare industries, with applications in personalized fitness training, injury prevention, and rehabilitation. The system could be marketed as a wearable device, a software platform, or a comprehensive fitness solution, with potential customers including gyms, sports teams, and healthcare providers.

CPC Classifications

SectionClassGroup
A A63 A63B24/0087
A A63 A63B21/0058
A A63 A63B21/153
A A63 A63B24/0062
A A63 A63B71/0054
A A63 A63B71/0622
A A63 A63B2024/0093
A A63 A63B2071/0072
A A63 A63B2071/0625
A A63 A63B2220/51
A A63 A63B2220/833
A A63 A63B2225/50

Field of Art

Sports and fitness technology, biomechanical sensor systems, exercise equipment with integrated force measurement and performance tracking

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in biomechanical sensors, IoT device design, machine learning applications for fitness, and adaptive sensor technologies with 3-5 years professional experience

Obviousness Rationale

A person having ordinary skill would recognize that integrating AI, blockchain, and IoT technologies with the existing dynamic motion force sensor module represents predictable technological extensions using standard engineering techniques. The source patent's core technology of force measurement provides a natural foundation for adding advanced data processing and security features. These technological integrations represent incremental improvements using known techniques within the fitness tracking domain.

Obvious Combinations & Variations

Source Patent Element
Torque measurement system with load cells for tracking rotational force data
PTD Variation
Adding AI-powered predictive analytics engine to interpret sensor data and generate personalized insights
Obviousness Reasoning
Applying machine learning to sensor data is a known technique for extracting advanced insights, representing a predictable technological progression
Source Patent Element
Real-time tracking of dynamic forces during physical activity
PTD Variation
Implementing blockchain-based secure data storage for sensor measurements
Obviousness Reasoning
Enhancing data security through blockchain is a standard approach for protecting sensitive performance tracking information across multiple technological domains
Source Patent Element
Electromechanical motor with torque sensing capabilities
PTD Variation
Integrating IoT-enabled wearable devices for distributed real-time monitoring
Obviousness Reasoning
Extending sensor systems to wireless wearable platforms represents a natural technological evolution using standard communication protocols
Source Patent Element
Dynamic force module for measuring physical activity forces
PTD Variation
Incorporating advanced materials for adaptive resistance during exercise
Obviousness Reasoning
Developing smart materials that dynamically adjust resistance is a predictable design optimization for force measurement systems
Source Patent Element
Load cells for measuring rotational force data
PTD Variation
Adding user interface for real-time feedback and performance visualization
Obviousness Reasoning
Creating interactive displays for sensor data represents a standard user experience enhancement in performance tracking technologies
35 U.S.C. § 103 Summary: Based on US Patent 11857843's disclosure of a dynamic motion force sensor module, the present publication demonstrates that a person having ordinary skill in the art would find the integration of AI, blockchain, IoT, and adaptive materials technologies to be obvious extensions of the foundational force measurement system, thereby rendering potential derivative claims obvious and non-patentable.

Original Patent Information

Patent NumberUS 11,857,843
TitleDynamic motion force sensor module
Assignee(s)Dynamic Accession, LLC