Intelligent Physical Training System

Publication ID: 24-11857830_0005_PTD

Published: October 28, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Physical Training System,” Published Technical Disclosure No. 24-11857830_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857830_0005_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. 11,857,830.

Summary of the Inventive Concept

A next-generation physical training apparatus integrating AI, AR, and IoT technologies to provide personalized coaching, real-time feedback, and immersive training experiences.

Background and Problem Solved

The original physical training apparatus, while effective, has limitations in terms of user engagement, performance tracking, and adaptability. The new inventive concept addresses these limitations by incorporating advanced technologies to create a more immersive, personalized, and effective training experience.

Detailed Description of the Inventive Concept

The intelligent physical training system comprises a housing with integrated AI-powered sensors for real-time monitoring of user performance and personalized coaching. The flywheel mechanism features adaptive resistance based on user input and environmental conditions. The system also includes a wearable device for tracking and analyzing physical training data, a smart gym system with interconnected apparatuses, and a method for virtual physical training with haptic feedback and virtual reality environments.

Novelty and Inventive Step

The new claims introduce a paradigm shift in physical training technology by integrating AI, AR, and IoT capabilities, providing a more immersive and personalized training experience. The inventive step lies in the combination of these advanced technologies to create a holistic training system.

Alternative Embodiments and Variations

Alternative embodiments may include variations of the wearable device, such as smart clothing or biometric tracking implants. The smart gym system could be adapted for use in various settings, including home gyms, commercial fitness centers, or outdoor training environments.

Potential Commercial Applications and Market

The intelligent physical training system has significant commercial potential in the fitness and sports industries, with potential applications in professional sports training, fitness centers, and home workout environments. The system's adaptability and personalization capabilities make it an attractive solution for a wide range of users.

CPC Classifications

Section	Class	Group
A	A63	A63B21/227
A	A63	A63B21/00061
A	A63	A63B21/153
A	A63	A63B21/16
A	A63	A63B21/4035

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Physical training apparatus and exercise equipment design, with expertise in mechanical systems, sensor integration, and biomechanical performance tracking

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer or exercise equipment designer with advanced knowledge of fitness technology, sensor systems, and adaptive training mechanisms, typically holding a bachelor's or master's degree in mechanical engineering or related field

Obviousness Rationale

A PHOSITA would recognize that integrating AI, IoT, and AR technologies into existing physical training apparatus represents a predictable evolution of exercise equipment design. The source patent's foundational mechanical training apparatus provides a natural framework for incorporating advanced sensing and interactive technologies. The technical variations represent logical extensions of known technological capabilities in fitness and training systems.

Obvious Combinations & Variations

Source Patent Element

Flywheel mechanism with spindle and bearings supporting rotational motion

PTD Variation

AI-powered adaptive resistance mechanism that modulates flywheel resistance based on user performance

Obviousness Reasoning

Implementing variable resistance through sensor-driven control represents a known technique in exercise equipment, with predictable results of enhanced user training experience

Source Patent Element

Housing design for physical training apparatus

PTD Variation

Housing with integrated AI-powered sensors for real-time performance monitoring

Obviousness Reasoning

Adding sensor technologies to exercise equipment housings is a standard design approach for performance tracking, representing an obvious combination of known techniques

Source Patent Element

Physical training apparatus with mechanical components

PTD Variation

Smart gym system with interconnected training apparatuses and cloud-based data analysis platform

Obviousness Reasoning

Networked fitness equipment with centralized data management is a foreseeable technological progression, utilizing standard IoT integration techniques

Source Patent Element

Training apparatus with mechanical motion generation

PTD Variation

Virtual reality training environment with haptic feedback simulating physical resistance

Obviousness Reasoning

Translating mechanical resistance into virtual training scenarios represents a predictable application of immersive technology techniques

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857830 and the technological context of physical training apparatus design, the claimed variations represent obvious modifications that would be readily conceived by a person having ordinary skill in the art, thereby establishing prior art that would render subsequent similar claims non-patentable under standard obviousness analysis.

Original Patent Information

Patent Number	US 11,857,830
Title	Physical training apparatus
Assignee(s)	Kynett Holding B.V.