Intelligent Force Measurement System

Publication ID: 24-11857331_0010_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Force Measurement System,” Published Technical Disclosure No. 24-11857331_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857331_0010_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

An advanced force measurement system that leverages AI, machine learning, and immersive technologies to provide personalized, adaptive, and realistic testing and training experiences for subjects.

Background and Problem Solved

The original force measurement system patent had limitations in terms of adaptability, realism, and customization. The new inventive concept addresses these limitations by integrating cutting-edge technologies to create a more sophisticated and effective force measurement system.

Detailed Description of the Inventive Concept

The intelligent force measurement system comprises a neural network that predicts subject performance based on historical data and real-time force measurements. The system adjusts the force measurement assembly's movement settings in response to these predictions, providing a personalized and adaptive testing or training experience. The system can also integrate with virtual reality interfaces to simulate real-world scenarios, and utilize swarm technology to measure forces in multiple dimensions. Additionally, machine learning algorithms can be used to analyze a subject's historical performance data and generate customized force measurement protocols.

Novelty and Inventive Step

The new claims introduce the use of AI, machine learning, and immersive technologies to create a more advanced and effective force measurement system. The integration of these technologies provides a non-obvious solution to the limitations of the original patent, offering a significant improvement in adaptability, realism, and customization.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different AI algorithms, various types of immersive technologies, or the integration of additional sensors to measure other physical parameters. Variations could also include the application of the system to different industries, such as sports, healthcare, or manufacturing.

Potential Commercial Applications and Market

The intelligent force measurement system has significant commercial potential in various industries, including sports training, physical therapy, and product testing. The system's ability to provide personalized and adaptive testing and training experiences makes it an attractive solution for organizations seeking to improve performance and reduce injuries.

Field of Art

Biomechanical measurement systems, force analysis technologies, and human performance testing instrumentation, requiring advanced understanding of sensor integration, movement control systems, and data interpretation techniques

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in biomechanical measurement, sensor design, control systems, and signal processing, typically holding a master's degree in mechanical engineering, biomedical engineering, or related field with 3-5 years of practical experience in human performance measurement technologies

Obviousness Rationale

A person having ordinary skill would recognize that the source patent's force measurement system provides a foundational framework that can be naturally extended through contemporary technological approaches like machine learning and adaptive sensing. The core functional elements of movement control, user interaction, and performance measurement are consistent between the source patent and the published technical disclosure, with the PTD representing a predictable technological evolution using standard AI and sensor integration techniques.

Obvious Combinations & Variations

Source Patent Element
Force measurement assembly with configurable movement settings
PTD Variation
Neural network-driven dynamic adjustment of force measurement assembly parameters
Obviousness Reasoning
Predictable application of machine learning to existing configurable measurement systems, representing an incremental technological improvement using known AI techniques
Source Patent Element
User input device for selecting testing/training parameters
PTD Variation
Machine learning algorithms generating personalized measurement protocols based on historical performance data
Obviousness Reasoning
Obvious extension of user configuration concept using standard data analysis and adaptive algorithm design principles
Source Patent Element
Scene movement and force measurement configuration options
PTD Variation
Virtual reality interface integrating with force measurement assembly to simulate scenarios
Obviousness Reasoning
Natural technological progression combining immersive interface technologies with existing force measurement paradigms, representing a design choice within predictable system evolution
Source Patent Element
Force measurement system with user-selectable movement settings
PTD Variation
Swarm of micro-force measurement assemblies for multi-dimensional force analysis
Obviousness Reasoning
Logical scaling and distributed sensing approach using known sensor array and aggregation techniques
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857331 and the published technical disclosure, a person having ordinary skill in the art would find the claimed variations obvious through standard technological adaptation, representing an incremental and predictable evolution of existing force measurement system architectures through application of contemporary machine learning, sensor integration, and immersive interface technologies.

Original Patent Information

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