IoT-Enabled Adaptive Aerosol Generation System

Publication ID: 24-11856993_0003_PTD
Published: October 27, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “IoT-Enabled Adaptive Aerosol Generation System,” Published Technical Disclosure No. 24-11856993_0003_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11856993_0003_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. 11,856,993.

Background and Problem Solved

The original patent addressed limitations in aerosol-generating systems, particularly in terms of thermal management and aerosol quality. However, these systems lacked the ability to adapt to user preferences, monitor aerosol quality in real-time, and optimize energy consumption. The present invention solves these problems by incorporating IoT-enabled sensors, AI-driven recommendation engines, and synergistic energy combinations to create a more advanced and efficient aerosol generation system.

Novelty and Inventive Step

The new claims introduce the novel concept of integrating IoT, AI, and synergistic energy combinations to create a more advanced and efficient aerosol generation system. The use of IoT-enabled sensors, AI-driven recommendation engines, and phase-change materials provides a non-obvious solution to the limitations of the original patent, offering improved aerosol quality, personalized user experiences, and optimized energy consumption.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of blockchain-based ledgers for tracking and verification purposes, or the incorporation of new materials with enhanced thermal properties. Variations of the invention could also include different AI-driven recommendation engines or alternative energy combinations, such as the use of ultrasonic energy or electromagnetic induction.

Potential Commercial Applications and Market

The invention has significant commercial potential in the e-cigarette and vaping industries, as well as in other applications where aerosol generation is required, such as in medical devices or industrial processes. The integration of IoT, AI, and synergistic energy combinations offers a unique selling proposition and a competitive advantage in the market.

CPC Classifications

SectionClassGroup
A A24 A24F40/465
A A24 A24F40/42
A A24 A24F40/90
H H05 H05B6/108
H H05 H05B6/362
H H05 H05B6/38
A A24 A24F40/10

Field of Art

Aerosol generation systems, electronic cigarette technologies, thermal energy transfer, and IoT-enabled electronic devices with a focus on heating mechanisms and user interaction interfaces

Person of Ordinary Skill (PHOSITA) Profile

A professional with expertise in electronic device design, thermal engineering, materials science, and embedded systems, typically holding a Bachelor's or Master's degree in engineering with 3-5 years of experience in consumer electronics or medical device development

Obviousness Rationale

A PHOSITA would recognize that integrating IoT sensors, AI recommendation engines, and advanced thermal management into aerosol generation systems represents a predictable technological evolution. The source patent's foundational design of a heatable aerosol system provides a clear technical framework for implementing smart monitoring and optimization technologies. The proposed variations leverage well-established techniques in sensor integration, machine learning, and energy transfer that are readily apparent to someone skilled in the art.

Obvious Combinations & Variations

Source Patent Element
Fluid permeable susceptor element for heating aerosol-forming substrate
PTD Variation
Adding IoT-enabled sensors to monitor aerosol quality and transmit data to cloud-based AI platform
Obviousness Reasoning
Integrating sensors for real-time monitoring is a known technique in electronic devices, representing a predictable application of existing technological capabilities to improve system performance
Source Patent Element
Electrically heatable cartridge system with thermal management
PTD Variation
Incorporating phase-change materials and wireless communication modules for enhanced thermal control and data transmission
Obviousness Reasoning
Using phase-change materials for thermal regulation is a standard engineering approach, and adding wireless communication represents a straightforward technological extension
Source Patent Element
Heating mechanism for generating aerosol
PTD Variation
Implementing synergistic combination of inductive and microwave heating to enhance aerosol quality
Obviousness Reasoning
Combining multiple energy transfer methods is a recognized strategy in thermal engineering for achieving more precise and consistent heating outcomes
Source Patent Element
Replaceable cartridge portion with fluid permeable element
PTD Variation
Blockchain-based tracking and verification of cartridge usage and performance
Obviousness Reasoning
Applying blockchain technology for tracking and verification is an obvious extension of existing digital authentication and record-keeping techniques
Source Patent Element
Electronic aerosol generation system with power supply
PTD Variation
AI-driven recommendation engine for optimizing aerosol generation parameters based on user preferences
Obviousness Reasoning
Implementing machine learning algorithms for personalized device optimization is a standard approach in modern consumer electronics design
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856993 and the disclosed technological variations, a person having ordinary skill in the art would find the proposed IoT-enabled, AI-optimized aerosol generation systems to be obvious extensions of existing technological frameworks, thereby rendering potential patent claims in this domain anticipated and non-patentable under 35 U.S.C. ยง 103.

Original Patent Information

Patent NumberUS 11,856,993
TitleAerosol-generating system comprising a fluid permeable susceptor element
Assignee(s)Philip Morris Products S.A.