Intelligent Mobile Weight Training System

Publication ID: 24-11857828_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Mobile Weight Training System,” Published Technical Disclosure No. 24-11857828_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857828_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. 11,857,828.

Summary of the Inventive Concept

A wearable, mobile, and adaptive weight training system that integrates advanced technologies like artificial intelligence, sensors, and 3D printing to provide personalized and immersive fitness experiences.

Background and Problem Solved

The original mobile weight training system, while innovative, had limitations in terms of adaptability, feedback, and environmental impact. The new inventive concept addresses these limitations by incorporating cutting-edge technologies to create a more sustainable, intelligent, and effective weight training system.

Detailed Description of the Inventive Concept

The new system comprises a wearable smart fabric that adjusts weight resistance in real-time based on user performance, a mobile AI-powered coach that generates customized workout routines, and 3D-printed weights with complex geometries for improved ergonomics. The system also integrates with augmented reality technology to project virtual weights and exercises, and utilizes recycled materials and energy-harvesting technology to minimize environmental impact.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in weight training systems by combining AI, sensors, 3D printing, and AR technologies to create a highly adaptive, personalized, and sustainable system that surpasses the capabilities of the original patent.

Alternative Embodiments and Variations

Alternative embodiments may include a stationary version of the system, integration with other wearable devices, or the use of different materials and manufacturing processes. Variations may also include different AI-powered coaching styles, customizable AR environments, or specialized weights for specific exercises or user groups.

Potential Commercial Applications and Market

The intelligent mobile weight training system has vast commercial potential in the fitness, sports, and health industries, targeting individuals, gyms, and professional sports teams. The system's adaptability, sustainability, and immersive experience will appeal to a wide range of users, from casual fitness enthusiasts to elite athletes.

CPC Classifications

SectionClassGroup
A A63 A63B21/075
A A63 A63B21/0602
A A63 A63B21/0603
A A63 A63B21/0722
A A63 A63B21/0724
A A63 A63B71/0036
A A63 A63B21/0728
A A63 A63B71/0622
A A63 A63B2071/065
A A63 A63B2071/0658
A A63 A63B2071/0683
A A63 A63B2071/0694
A A63 A63B2209/10
A A63 A63B2210/50
A A63 A63B2220/51
A A63 A63B2220/52
A A63 A63B2220/56

Field of Art

Exercise and fitness equipment design, specifically portable and adaptable weight training systems with a focus on modular, wearable technologies that enable flexible resistance training

Person of Ordinary Skill (PHOSITA) Profile

A professional with expertise in exercise equipment engineering, biomechanics, materials science, and wearable technology design, possessing knowledge of fitness technology trends and advanced manufacturing techniques

Obviousness Rationale

A PHOSITA would recognize that the PTD's proposed variations represent predictable technological extensions of the source patent's core concept of a flexible, portable weight training system. The integration of AI, sensors, and 3D printing represents natural technological progressions in fitness equipment design that would be obvious to implement given the existing mobile weight training framework. The PTD's innovations primarily involve applying known technologies to enhance the fundamental modular weight system disclosed in the original patent.

Obvious Combinations & Variations

Source Patent Element
Flexible weight holder with multiple chambers for securing weights
PTD Variation
Smart fabric with integrated sensors and dynamic weight resistance adjustment
Obviousness Reasoning
A PHOSITA would find it obvious to incorporate sensor technologies into the existing modular weight holder design to enable real-time performance tracking and adaptive resistance, as sensor integration is a predictable enhancement in modern fitness equipment
Source Patent Element
Portable weight system designed for mobile use in challenging environments
PTD Variation
AI-powered mobile coaching system with customized workout generation
Obviousness Reasoning
Implementing AI coaching would be an obvious extension of the original patent's goal of providing flexible fitness solutions, utilizing well-established machine learning techniques to personalize training experiences
Source Patent Element
Flexible weight holder that can be wrapped around exercise equipment
PTD Variation
3D-printed weights with complex ergonomic geometries
Obviousness Reasoning
A PHOSITA would recognize 3D printing as a predictable manufacturing technique for creating customized weight designs that enhance the original patent's modular weight system concept
Source Patent Element
Modular weight system designed for transportability
PTD Variation
Augmented reality integration for virtual weight projection and exercise tracking
Obviousness Reasoning
Incorporating AR technology represents a natural technological progression for enhancing mobile fitness systems, providing additional functionality consistent with the original patent's mobility objectives
Source Patent Element
Flexible weight holder with multiple attachment methods
PTD Variation
Sustainable design using recycled materials and energy-harvesting technologies
Obviousness Reasoning
Implementing eco-friendly materials and energy technologies would be an obvious design optimization for a portable fitness system, representing a predictable response to increasing environmental sustainability concerns
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857828, a Person Having Ordinary Skill In The Art would find the technical variations disclosed herein to be obvious extensions of the prior art, representing predictable technological advancements that would be readily conceived by a skilled practitioner without requiring inventive insight. The proposed innovations constitute obvious combinations of known techniques within the field of portable weight training systems, thereby rendering potential derivative patent claims non-patentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,828
TitleMobile weight training system
Assignee(s)XMT Solutions LLC