Modular and Adaptive Sauna System with Real-time Health Monitoring and AI-driven Optimization

Publication ID: 24-11857489_0001_PTD
Published: October 28, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Modular and Adaptive Sauna System with Real-time Health Monitoring and AI-driven Optimization,” Published Technical Disclosure No. 24-11857489_0001_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857489_0001_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. 11,857,489.

Summary of the Inventive Concept

A next-generation sauna system that integrates modular design, real-time health monitoring, artificial intelligence-driven optimization, and remote connectivity to provide a personalized, efficient, and safe sauna experience.

Background and Problem Solved

Traditional saunas suffer from limitations in design, functionality, and user experience. The original patent addressed some of these limitations, but there remains a need for a more efficient, adaptive, and connected sauna system. The present inventive concept solves these problems by introducing a modular structure, real-time health monitoring, AI-driven optimization, and remote connectivity, thereby enhancing user experience, reducing costs, and increasing overall system reliability.

Detailed Description of the Inventive Concept

The inventive concept comprises a modular sauna enclosure that facilitates easy assembly and disassembly, reducing manufacturing and maintenance costs. The system includes a real-time monitoring system that tracks and analyzes user health data, providing personalized recommendations for optimal sauna usage and health benefits. An AI system learns user preferences and adapts sauna settings accordingly, ensuring a personalized and efficient sauna experience. The control circuitry is operable to communicate with a remote server, enabling remote software updates, diagnostics, and maintenance, thereby reducing downtime and increasing overall system reliability. The system also includes a user control panel and at least one heat source, lighting element, and media player, all of which can be controlled and optimized in real-time based on user input, health data, and environmental factors.

Novelty and Inventive Step

The inventive concept's modular design, real-time health monitoring, AI-driven optimization, and remote connectivity features are novel and non-obvious compared to the original patent. These advancements provide a significant improvement in user experience, system efficiency, and reliability, thereby overcoming the limitations of traditional saunas.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in modular design, such as using different materials or structures. The real-time monitoring system could be integrated with wearable devices or other health data sources. The AI system could be trained on different datasets or use various machine learning algorithms. The remote connectivity feature could be implemented using different communication protocols or cloud services.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the health and wellness industry, particularly in the sauna and spa markets. The system's modular design, real-time health monitoring, and AI-driven optimization features make it an attractive solution for home users, gyms, and spa facilities. The remote connectivity feature also enables new business models, such as subscription-based services and remote monitoring and maintenance.

CPC Classifications

SectionClassGroup
A A61 A61H33/066
A A61 A61H33/005
H H04 H04L67/12
A A61 A61H2033/0079
A A61 A61H2033/061
A A61 A61H2201/5012
A A61 A61H2201/5043
A A61 A61H2201/5048

Field of Art

Thermal wellness technology, specifically intelligent sauna systems with integrated health monitoring and control systems, requiring expertise in thermal engineering, electronic control systems, user interface design, and health monitoring technologies

Person of Ordinary Skill (PHOSITA) Profile

A professional with a bachelor's degree in electrical/mechanical engineering, experience in IoT device design, familiarity with health monitoring technologies, and understanding of user-centric design principles for wellness equipment

Obviousness Rationale

A PHOSITA would recognize that the PTD's modular design, AI-driven optimization, and remote connectivity represent predictable technological extensions of the source patent's core sauna control system. The incremental improvements in personalization, monitoring, and system adaptability would be considered obvious combinations of known techniques in smart home and wellness technologies. The technical variations represent logical progressions in integrating digital intelligence with thermal wellness equipment.

Obvious Combinations & Variations

Source Patent Element
Control circuitry communicating with user-worn health devices
PTD Variation
Real-time health monitoring system tracking and analyzing user health data
Obviousness Reasoning
Extending device communication to comprehensive health data analysis is a predictable application of existing sensor and data processing technologies
Source Patent Element
User control panel for regulating heat source and lighting
PTD Variation
AI system learning user preferences and automatically adapting sauna settings
Obviousness Reasoning
Implementing machine learning for personalized device control is a known technique in adaptive user interface design
Source Patent Element
Remote server communication for media file management
PTD Variation
Remote connectivity enabling software updates, diagnostics, and maintenance
Obviousness Reasoning
Expanding remote server interactions to system management represents a standard IoT device evolution with predictable implementation strategies
Source Patent Element
Enclosure for accommodating users with integrated heat sources
PTD Variation
Modular sauna enclosure design facilitating easy assembly and disassembly
Obviousness Reasoning
Modular design is a common engineering approach for reducing manufacturing complexity and enabling customization
Source Patent Element
Control circuitry managing multiple system components
PTD Variation
Integrated control system optimizing settings based on user input, health data, and environmental factors
Obviousness Reasoning
Multi-variable optimization using sensor data is a standard control engineering technique with well-established implementation methods
35 U.S.C. § 103 Summary: Pursuant to 35 U.S.C. ยง 103, the technical variations disclosed herein would have been obvious to a person having ordinary skill in the art at the time of invention, as they represent predictable technological extensions of the foundational teachings in US Patent 11857489, combining known techniques in intelligent system design, health monitoring, and adaptive user interfaces to achieve foreseeable improvements in sauna technology.

Original Patent Information

Patent NumberUS 11,857,489
TitleSauna system with communication, networking, and global infrastructure
Assignee(s)Sunlighten, LLC