Published Technical Disclosure Archive

AI-Adaptive Spinning Reel: Advanced Fishing Technology

Publication ID: 24-11856930_0005_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Adaptive Spinning Reel: Advanced Fishing Technology,” Published Technical Disclosure No. 24-11856930_0005_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856930_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. 11,856,930.

Background and Problem Solved

Conventional spinning reels, as described in the original patent, have limitations in adapting to changing fishing conditions and optimizing line retrieval efficiency. The present invention addresses these limitations by introducing a modular, interchangeable collar member and a sensor-enabled, AI-driven oscillation mechanism that can predict and adapt to environmental and fishing conditions.

Novelty and Inventive Step

The present invention's novelty lies in the integration of AI-driven oscillation mechanisms, advanced materials, and nanotechnology to create a modular, interchangeable collar member that can adapt to changing fishing conditions. This innovative approach provides a significant improvement over conventional spinning reels and addresses the limitations of the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the invention may include different AI-driven oscillation mechanisms, such as those using machine learning algorithms or neural networks. The collar member may also be designed with varying geometries or materials to optimize performance for specific fishing conditions or techniques. Additionally, the system may be integrated with wearable devices or fishing apps to provide a more comprehensive angling experience.

Potential Commercial Applications and Market

The invention has significant commercial potential in the fishing industry, particularly in the high-end and professional segments. The adaptive spinning reel system could be marketed as a premium product, offering anglers a competitive edge and enhanced fishing experience. The invention may also have applications in other industries, such as sports equipment or mechanical systems, where adaptive oscillation mechanisms can provide improved performance and efficiency.

CPC Classifications

SectionClassGroup
A A01 A01K89/0111

Field of Art

Fishing reel mechanical systems, specifically focusing on spool shaft oscillation mechanisms and collar member design in precision sporting equipment engineering

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer with expertise in precision mechanical systems, familiarity with materials science, experience in sporting equipment design, and knowledge of mechanical tolerances and tribological interfaces

Obviousness Rationale

A person having ordinary skill would recognize that the PTD's AI-driven and sensor-enhanced collar member represents a predictable technological evolution of the source patent's fundamental spinning reel collar design. The core mechanical principles remain consistent, with the primary innovation being the integration of computational intelligence and advanced materials to enhance performance monitoring and adaptability. These modifications represent incremental improvements that would be obvious to a skilled practitioner seeking to optimize spinning reel functionality.

Obvious Combinations & Variations

Source Patent Element
Tubular collar member with inner surface configured for spool shaft reciprocation
PTD Variation
Modular, interchangeable collar member with integrated micro-scale sensors and actuators
Obviousness Reasoning
Adding sensors to mechanical interfaces is a known technique for performance monitoring, representing a predictable application of existing sensor technologies to improve functional feedback
Source Patent Element
Metal or resin collar member with defined surface characteristics
PTD Variation
Hybrid collar member incorporating nanotechnology and self-healing coating
Obviousness Reasoning
Material science advances in surface engineering represent an obvious extension of existing material selection principles, with predictable goals of reducing friction and improving durability
Source Patent Element
Spool shaft configured to reciprocate in front-back direction
PTD Variation
AI-driven oscillation mechanism using machine learning to adapt shaft movement
Obviousness Reasoning
Applying computational intelligence to mechanical systems is a well-established design approach, representing a straightforward optimization of existing mechanical principles
Source Patent Element
Conventional spinning reel mechanical interface
PTD Variation
Digital interface enabling integration with wearable devices and fishing apps
Obviousness Reasoning
Connecting mechanical systems to digital platforms is a predictable technological convergence, representing an obvious extension of existing human-machine interaction paradigms
Source Patent Element
Static collar member design
PTD Variation
Cloud-based data analytics platform for performance optimization
Obviousness Reasoning
Implementing data collection and analysis for mechanical system performance represents a known technique for incremental system improvement
35 U.S.C. § 103 Summary: Based on a comprehensive analysis of US Patent 11856930 and the present technical disclosure, a person having ordinary skill in the art would find the claimed variations obvious and lacking in non-obvious inventive merit. The proposed modifications represent predictable technological extensions that would be readily conceived by a skilled practitioner seeking to enhance spinning reel performance through computational intelligence, advanced materials, and integrated sensing technologies.

Original Patent Information

Patent NumberUS 11,856,930
TitleCollar member for spinning reel
Assignee(s)SHIMANO INC.