Personalized Neuro-Temperature Adjustment Wearable Tech

Publication ID: 24-11857015_0005_PTD

Published: October 27, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Neuro-Temperature Adjustment Wearable Tech,” Published Technical Disclosure No. 24-11857015_0005_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857015_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. 11,857,015.

Background and Problem Solved

The original head-mounted temperature adjustment device had limitations in terms of providing a tailored temperature adjustment experience for individual users. This new invention addresses this limitation by incorporating advanced technologies to create a more sophisticated and user-centric temperature adjustment system.

Novelty and Inventive Step

The new claims introduce a paradigm shift in temperature adjustment technology by incorporating neural networks, bio-signal sensing, and machine learning. These advancements enable personalized temperature adjustment, which is a significant departure from the original patent's more generic temperature adjustment approach.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include using different types of machine learning algorithms, incorporating additional bio-signal sensors, or integrating the system with other wearable devices. Variations could also include adapting the system for use in different environments, such as industrial or medical settings.

Potential Commercial Applications and Market

The Neuro-Personalized Head-Mounted Temperature Adjustment System has significant commercial potential in the wearable technology and health industries. The system's ability to provide personalized temperature adjustment could appeal to consumers seeking tailored wellness experiences. Additionally, the system's integration with cloud-based servers could enable data analysis and insights, creating opportunities for partnerships with healthcare providers and insurance companies.

CPC Classifications

Section	Class	Group
A	A42	A42B1/008
A	A42	A42B3/286

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Wearable temperature regulation devices, specifically head-mounted devices with integrated thermal management systems, requiring expertise in thermal engineering, electronics, and user interface design

Person of Ordinary Skill (PHOSITA) Profile

An engineer with a background in thermal systems, electronic design, and wearable technology, possessing knowledge of semiconductor cooling, embedded control systems, and user-centric device design

Obviousness Rationale

A PHOSITA would recognize that integrating machine learning and bio-signal sensing into the existing temperature adjustment device represents a predictable technological evolution. The source patent's fundamental temperature regulation mechanism provides a clear technical foundation for advanced personalization through neural networks and adaptive sensing. The core thermal management principles remain consistent, with the PTD simply introducing more sophisticated control and sensing methodologies.

Obvious Combinations & Variations

Source Patent Element

Semiconductor temperature adjustment member and fan from original device

PTD Variation

Neural network-based temperature prediction module with bio-signal sensing

Obviousness Reasoning

Predictable application of machine learning to existing temperature control systems, representing a known technique for enhancing device responsiveness and personalization

Source Patent Element

Control circuit board and battery from original temperature adjustment assembly

PTD Variation

Cloud-based temperature adjustment server and user interface module

Obviousness Reasoning

Logical extension of existing electronic control systems to networked and cloud-connected architectures, representing a standard technological progression in embedded device design

Source Patent Element

Cap body with filling layer and housing

PTD Variation

3D-printed customizable cap body with modular temperature adjustment assembly

Obviousness Reasoning

Obvious design variation leveraging additive manufacturing techniques to create personalized wearable devices, representing a known approach to customization in technical product design

Source Patent Element

Temperature conduction sheet and semiconductor temperature adjustment member

PTD Variation

Wearable temperature sensing module with haptic feedback and personalized adjustment algorithm

Obviousness Reasoning

Predictable enhancement of thermal management system by incorporating additional sensing and user feedback mechanisms, representing a standard approach to improving user interaction

Source Patent Element

Head-mounted temperature regulation concept

PTD Variation

Machine learning algorithm trained on user bio-signals and temperature preferences

Obviousness Reasoning

Known technique of applying machine learning to personalize device functionality, representing a standard approach to adaptive technology design

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857015 and the disclosed variations, a person of ordinary skill in the art would find the claimed innovations obvious and lacking inventive step. The proposed technical modifications represent predictable applications of known machine learning, sensing, and personalization techniques to an existing temperature regulation framework, thereby rendering subsequent claims obvious and unpatentable.

Original Patent Information

Patent Number	US 11,857,015
Title	Head-mounted temperature adjustment device
Assignee(s)	Funsend Technology Co., Limited