Published Technical Disclosure Archive

Enhanced Dynamic Motion Force Sensor Module with Real-Time Force Analysis and Personalized Feedback

Publication ID: 24-11857843_0006_PTD
Published: October 28, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Enhanced Dynamic Motion Force Sensor Module with Real-Time Force Analysis and Personalized Feedback,” Published Technical Disclosure No. 24-11857843_0006_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857843_0006_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

The inventive concept integrates a real-time force analysis system with a dynamic motion force sensor module to provide users with personalized feedback and recommendations for optimal exercise performance, enhancing user safety and efficiency.

Background and Problem Solved

The original patent, 'Dynamic motion force sensor module', has limitations in providing users with real-time feedback and recommendations for optimal exercise performance. The new inventive concept addresses this limitation by incorporating a real-time force analysis system that utilizes machine learning algorithms to adapt to a user's dynamic force profile and provide customized exercise routines.

Detailed Description of the Inventive Concept

The enhanced dynamic motion force sensor module comprises a torque sensor module, one or more sensors for measuring data, one or more load wedges affixed to a rotor, and a slip bearing. The real-time force analysis system processes the measured data and provides personalized feedback and recommendations to the user through a user interface. The system can be integrated with a wearable device, enabling users to track their exercise performance and receive personalized feedback and recommendations on-the-go.

Novelty and Inventive Step

The new inventive concept introduces the real-time force analysis system, which utilizes machine learning algorithms to adapt to a user's dynamic force profile, providing a novel and non-obvious solution for optimizing exercise performance. The integration of the real-time force analysis system with the dynamic motion force sensor module provides a significant improvement over the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include using different types of sensors, such as accelerometers or gyroscopes, or incorporating additional features, such as video analysis or audio feedback. Variations of the inventive concept could also include integrating the real-time force analysis system with other exercise equipment or wearable devices.

Potential Commercial Applications and Market

The enhanced dynamic motion force sensor module has significant commercial potential in the fitness and sports industries, particularly in the areas of personalized training and injury prevention. The target market includes gyms, fitness studios, and individual athletes seeking to optimize their exercise performance and reduce the risk of injury.

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

Exercise and Sports Technology, Biomechanical Sensor Systems, with expertise in motion tracking, force measurement, and performance optimization sensors

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or sports technology professional with advanced knowledge of sensor integration, machine learning applications in exercise tracking, and real-time data processing systems

Obviousness Rationale

A person of ordinary skill would recognize that integrating machine learning-based feedback with existing force measurement systems represents a predictable technological extension. The source patent's core technology of dynamic force sensing provides a natural foundation for adding personalized performance analysis. The technical elements required for such an enhancement are well-established within the sports technology and sensor design domains.

Obvious Combinations & Variations

Source Patent Element
Torque measurement system with load cells for tracking rotational force data
PTD Variation
Adding machine learning algorithms to analyze and interpret force measurement data for personalized feedback
Obviousness Reasoning
Applying machine learning to sensor data is a known technique for extracting meaningful insights, representing an obvious design optimization for performance tracking systems
Source Patent Element
Sensor module for tracking dynamic forces during physical activity
PTD Variation
Integrating a user interface for real-time display of performance recommendations
Obviousness Reasoning
Providing user feedback based on sensor data is a standard approach in performance monitoring technologies, constituting a predictable design choice
Source Patent Element
Electromechanical motor with torque sensing capabilities
PTD Variation
Connecting the sensor module to wearable devices for continuous performance tracking
Obviousness Reasoning
Cross-platform sensor integration is a routine engineering solution for expanding technological functionality, representing an obvious system enhancement
Source Patent Element
Load wedges and slip bearings for force measurement
PTD Variation
Incorporating alternative sensor types like accelerometers for comprehensive motion analysis
Obviousness Reasoning
Substituting or supplementing sensor types is a standard design approach for improving measurement accuracy and capturing additional performance metrics
35 U.S.C. § 103 Summary: Based on US Patent 11857843's disclosure of dynamic force measurement systems, the present publication demonstrates that extending such systems with machine learning-based personalized feedback represents an obvious technological progression. A person of ordinary skill would readily recognize the incremental nature of integrating real-time performance analysis into existing force tracking technologies, 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