Published Technical Disclosure Archive

Autonomous Golf Club Head Optimization System

Publication ID: 24-11857852_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Autonomous Golf Club Head Optimization System,” Published Technical Disclosure No. 24-11857852_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857852_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. 11,857,852.

Summary of the Inventive Concept

A golf club head system utilizing AI-driven center of gravity optimization, machine learning algorithms, and real-time feedback mechanisms to dynamically adjust weight configurations for optimal shot performance.

Background and Problem Solved

The original patent addressed the challenge of positioning the center of gravity in golf club heads. However, it relied on manual adjustments and fixed weight configurations. The new inventive concept tackles the limitations of static weight configurations by introducing autonomous AI-driven optimization, real-time sensor data, and machine learning algorithms to adapt to a golfer's swing characteristics and environmental factors.

Detailed Description of the Inventive Concept

The system comprises a club head body with adjustable weight modules, a machine learning algorithm integrated with sensor data, and a real-time feedback mechanism. The AI-driven center of gravity optimization module analyzes a golfer's swing patterns, environmental factors, and shot performance data to predict and adapt to optimal weight configurations. The system can dynamically adjust weight configurations during a golfer's swing, providing real-time feedback and coaching to improve shot accuracy and trajectory.

Novelty and Inventive Step

The new claims introduce autonomous AI-driven center of gravity optimization, machine learning algorithms, and real-time feedback mechanisms, which are not present in the original patent. These innovations enable dynamic weight adjustments during a golfer's swing, providing a paradigm shift in golf club head technology.

Alternative Embodiments and Variations

Alternative embodiments may include integration with wearable devices, golf simulation software, or other sports equipment. Variations could involve using different AI algorithms, sensor types, or weight adjustment mechanisms to achieve optimal shot performance.

Potential Commercial Applications and Market

The Autonomous Golf Club Head Optimization System has significant commercial potential in the golf industry, targeting professional and amateur golfers seeking improved performance and personalized coaching. The technology can also be applied to other sports equipment, such as tennis rackets or baseball bats, to enhance athlete performance and provide real-time feedback.

CPC Classifications

SectionClassGroup
A A63 A63B53/06
A A63 A63B53/0466
A A63 A63B60/00
A A63 A63B53/045
A A63 A63B53/0408
A A63 A63B53/0412
A A63 A63B53/0433
A A63 A63B53/0437
A A63 A63B53/0458
A A63 A63B2053/0491

Field of Art

Golf club design and performance optimization, specifically focusing on golf club head geometry, weight distribution, and center of gravity (CG) manipulation technologies

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer with expertise in sports equipment design, proficient in materials science, computational modeling, sensor integration, and advanced manufacturing techniques related to golf club performance optimization

Obviousness Rationale

A PHOSITA would recognize that integrating AI and machine learning with existing golf club head weight adjustment technologies represents a predictable technological progression. The source patent's focus on precise CG manipulation provides a clear foundation for implementing intelligent, adaptive weight configuration systems. The proposed AI-driven approach naturally extends the existing mechanical weight adjustment principles by introducing dynamic, real-time optimization capabilities.

Obvious Combinations & Variations

Source Patent Element
Movable weights for center of gravity adjustment in golf club head
PTD Variation
AI-driven autonomous weight configuration system with real-time sensor feedback
Obviousness Reasoning
Implementing computational intelligence to automate existing mechanical weight adjustment principles represents a predictable technological evolution using known sensor and machine learning techniques
Source Patent Element
Precise CG coordinate measurements (CGz coordinate between -6mm to 1mm)
PTD Variation
Dynamic CG adjustment using machine learning algorithms that predict optimal weight configurations
Obviousness Reasoning
Extending mechanical CG adjustment principles through computational prediction is a logical application of known optimization techniques in sports equipment design
Source Patent Element
Golf club head with adjustable weight modules
PTD Variation
Integration of neural network learning algorithms to autonomously modify weight configurations
Obviousness Reasoning
Applying machine learning to mechanical adjustment systems represents a straightforward technological enhancement using well-established computational techniques
Source Patent Element
Golf club head with specific moment of inertia (Ixx) parameters
PTD Variation
Real-time adaptive weight distribution using environmental and swing pattern data
Obviousness Reasoning
Dynamically modifying moment of inertia through intelligent systems is a predictable extension of existing mechanical design principles
Source Patent Element
Weight positioning for trajectory optimization
PTD Variation
AI-powered recommendation engine for personalized club head configuration
Obviousness Reasoning
Utilizing computational intelligence to refine existing trajectory optimization techniques represents a natural progression in sports equipment design
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857852 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed AI-driven golf club head optimization system to be an obvious combination of known mechanical weight adjustment principles and emerging machine learning technologies, thereby rendering potential patent claims in this domain anticipated and non-patentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,852
TitleGolf club head with vertical center of gravity adjustment
Assignee(s)TAYLOR MADE GOLF COMPANY, INC.