Published Technical Disclosure Archive

Next-Generation Motor-Powered Lifting Rack System with Adaptive Exercise Modules

Publication ID: 24-11857829_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Motor-Powered Lifting Rack System with Adaptive Exercise Modules,” Published Technical Disclosure No. 24-11857829_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857829_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. 11,857,829.

Summary of the Inventive Concept

A futuristic, modular lifting rack system that integrates AI, virtual reality, and wearable technology to optimize personalized exercise routines, enhance user experience, and ensure safety.

Background and Problem Solved

The original motor-powered lifting rack system, while innovative, has limitations in terms of flexibility, customization, and user engagement. The new inventive concept addresses these limitations by introducing a modular, reconfigurable frame that accommodates interchangeable exercise modules, each with distinct safety features. This paradigm shift enables users to optimize their exercise routines based on performance metrics, preferences, and real-time feedback.

Detailed Description of the Inventive Concept

The next-generation lifting rack system comprises a modular frame that can be easily reconfigured to accommodate various exercise modules, such as squat racks, benches, and dumbbell stations. Each module is equipped with a distinct exercise apparatus and corresponding safety feature. The system is powered by a neural network-based AI module that predicts user exercise goals, adapts exercise routines, and provides real-time feedback and guidance. Integrated virtual reality capabilities simulate immersive exercise environments, track user movements, and provide real-time feedback. A wearable device tracks exercise metrics and integrates seamlessly with the lifting rack system, enabling users to access real-time data and feedback.

Novelty and Inventive Step

The new inventive concept introduces a novel combination of modular, reconfigurable design, AI-driven exercise optimization, virtual reality integration, and wearable technology, which is not obvious from the original patent. The inventive step lies in the integration of these disparate technologies to create a holistic, adaptive exercise system that prioritizes user experience, safety, and performance.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include a cloud-based exercise platform that enables users to access personalized routines, track progress, and connect with fitness communities. Variations of the system could be designed for specific industries, such as healthcare, sports, or hospitality, with customized exercise modules and safety features.

Potential Commercial Applications and Market

The next-generation motor-powered lifting rack system has significant commercial potential in the fitness, healthcare, and sports industries. The system's adaptability, safety features, and user-centric design make it an attractive solution for gyms, fitness studios, and individual users seeking a comprehensive, high-tech exercise experience.

CPC Classifications

SectionClassGroup
A A63 A63B21/078
A A63 A63B21/4029
A A63 A63B24/0062
A A63 A63B24/0087
A A63 A63B2210/56
A A63 A63B2220/807
A A63 A63B2225/093
A A63 A63B2225/096

Field of Art

Exercise Equipment Design and Biomechanical Systems, focusing on motor-powered lifting and exercise assistance technologies with expertise in mechanical engineering, robotics, and fitness equipment integration

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer or exercise equipment designer with advanced knowledge of motor control systems, adaptive mechanical designs, sensor integration, and user-centered exercise technology, typically holding a bachelor's or master's degree in mechanical engineering or related field

Obviousness Rationale

A PHOSITA would recognize that the PTD's disclosed variations represent predictable technological extensions of the source patent's motor-powered lifting rack system, utilizing standard engineering techniques to integrate emerging technologies like AI, virtual reality, and wearable sensors into an existing mechanical exercise platform. The core mechanical innovations of the source patent provide a clear technological foundation that would naturally invite incremental improvements through digital and interactive technologies. The modular design and motor-powered actuation concepts from the original patent inherently suggest opportunities for advanced technological integration.

Obvious Combinations & Variations

Source Patent Element
Motor-powered lifting rack with selectively movable bench and bar supports
PTD Variation
Adding neural network-based AI module to dynamically adjust exercise apparatus positioning and safety parameters
Obviousness Reasoning
Predictable application of machine learning to existing mechanical control systems, representing a known technique for enhancing equipment functionality through intelligent sensing and adaptation
Source Patent Element
Linear actuators for vertical movement of bar supports
PTD Variation
Integrating virtual reality tracking to monitor user movements and provide real-time exercise feedback
Obviousness Reasoning
Logical extension of existing motion tracking technologies, applying sensor integration techniques commonly used in robotics and exercise equipment design
Source Patent Element
Safety bar mechanisms with motorized positioning
PTD Variation
Implementing wearable device integration for comprehensive exercise metric tracking and system interaction
Obviousness Reasoning
Natural progression of exercise equipment design toward more comprehensive user monitoring and personalized experience, utilizing standard sensor and communication technologies
Source Patent Element
Platform-based lifting rack system with modular components
PTD Variation
Creating cloud-based exercise platform for personalized routine generation and community connectivity
Obviousness Reasoning
Predictable digital transformation of existing physical exercise systems, representing a standard approach to adding networked intelligence to mechanical equipment
Source Patent Element
Motor-powered exercise apparatus with configurable positioning
PTD Variation
Developing industry-specific exercise modules with customized safety features
Obviousness Reasoning
Obvious design variation representing standard engineering practice of adapting core technological platforms for specialized market segments
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857829 and the published technical disclosure, a person having ordinary skill in the art would find the claimed variations of a motor-powered lifting rack system with AI, virtual reality, and wearable technology integration to be obvious extensions of existing exercise equipment design principles, thereby rendering such claimed innovations unpatentable under 35 U.S.C. Section 103 due to the predictable combination of known technological elements within the exercise equipment design domain.

Original Patent Information

Patent NumberUS 11,857,829
TitleMotor powered lifting rack system