AI-Driven Adaptive Opening/Closing Mechanism Innovation

Publication ID: 24-11857048_0010_PTD

Published: October 27, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Adaptive Opening/Closing Mechanism Innovation,” Published Technical Disclosure No. 24-11857048_0010_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857048_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. 11,857,048.

Background and Problem Solved

The original patent for the mechanism for opening/closing an opening leaf with respect to a frame provided a fundamental solution for smooth and efficient operation. However, it lacked the ability to adapt to changing user preferences, environmental factors, and diverse frame configurations. The new invention addresses these limitations by introducing AI-driven optimization, sensor-based automation, and modular design, thereby providing a more advanced, flexible, and user-friendly solution.

Novelty and Inventive Step

The new claims introduce a paradigm shift by incorporating AI, sensors, and modular design, which are not present in the original patent. The inventive step lies in the integration of these advanced technologies to create a highly adaptable and user-centric system that surpasses the limitations of the original mechanism.

Alternative Embodiments and Variations

Alternative embodiments may include the use of different AI algorithms, sensor types, or modular configurations to accommodate specific frame types, materials, or applications. Variations could also involve the integration of additional features, such as voice command, gesture recognition, or biometric authentication, to further enhance the system's user experience and functionality.

Potential Commercial Applications and Market

The intelligent opening/closing system has vast commercial potential in various industries, including architecture, construction, automotive, aerospace, and consumer electronics. The system's adaptability, efficiency, and user-centric design make it an attractive solution for companies seeking to integrate advanced technologies into their products and services.

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Mechanical engineering, specifically door and panel opening/closing mechanisms with focus on translation and pivoting systems for architectural and industrial applications

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer with expertise in kinematic mechanisms, motion control systems, and adaptive mechanical design, possessing knowledge of sensor integration, control systems, and modular mechanical design principles

Obviousness Rationale

A PHOSITA would recognize that integrating AI, sensors, and adaptive control systems into the existing opening/closing mechanism represents a predictable technological evolution. The source patent's sophisticated translation and pivoting mechanism provides a natural foundation for incorporating intelligent control and sensing technologies. The modular design approach and adaptive movement trajectories are logical extensions of the existing mechanical principles disclosed in the original patent.

Obvious Combinations & Variations

Source Patent Element

Mechanism for translating and pivoting an opening panel with precise geometric path control

PTD Variation

Adding AI-driven trajectory optimization and sensor-based adaptive movement

Obviousness Reasoning

Integrating sensor feedback and machine learning into existing precise mechanical motion is a known technique for enhancing system performance, representing a predictable technological improvement

Source Patent Element

Guiding arrangement with rectilinear and curved path segments

PTD Variation

Implementing shape-shifting mechanism components that dynamically adjust configuration

Obviousness Reasoning

Modifying mechanical components to have adaptive geometry is a standard design approach in mechanical engineering, particularly for mechanisms with complex motion requirements

Source Patent Element

Mechanism fastened to opening panel with rotational actuation

PTD Variation

Developing modular system with interchangeable components for different frame types

Obviousness Reasoning

Creating universal, adaptable mechanical interfaces is a common design strategy to increase product flexibility and manufacturing efficiency

Source Patent Element

Coupling rod with bearing and roller support system

PTD Variation

Incorporating biometric authentication and gesture recognition for mechanism control

Obviousness Reasoning

Expanding user interaction methods through advanced sensing technologies is a predictable evolution in mechanical control systems

Source Patent Element

Precise mechanical translation and pivoting mechanism

PTD Variation

Adding environmental factor detection to automatically adjust opening/closing behavior

Obviousness Reasoning

Contextual adaptation of mechanical systems through sensor integration represents a standard approach to creating intelligent, responsive mechanical designs

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857048, a person having ordinary skill in the art would find the variations disclosed herein to be obvious extensions of the prior art, specifically the integration of AI, adaptive sensing, and modular design principles into the existing opening/closing mechanism. The disclosed variations represent predictable technological improvements that would be apparent to a skilled practitioner seeking to enhance the functionality and adaptability of mechanical translation and pivoting systems.

Original Patent Information

Patent Number	US 11,857,048
Title	Mechanism for opening/closing an opening leaf with respect to a frame
Assignee(s)	PA.COTTE SA