Personalized Lubricant Formulations and Delivery Systems
Legal Citation
Summary of the Inventive Concept
A next-generation lubricant technology that leverages wearable biometric sensors, machine learning, and 3D printing to provide customized lubricant formulations and real-time application guidance, revolutionizing the lubricant industry with personalized, adaptive, and sustainable solutions.
Background and Problem Solved
The original lubricant formulations patent, while providing effective antimicrobial lubricants, has limitations in terms of personalization, adaptability, and sustainability. The new inventive concept addresses these limitations by integrating advanced technologies to create a more sophisticated and responsive lubricant system.
Detailed Description of the Inventive Concept
The new inventive concept comprises a wearable biometric sensor that detects skin conditions and lubrication needs, a machine learning algorithm that generates customized lubricant formulations based on the detected data, and a 3D printing module that fabricates the customized lubricant formulations. Additionally, the system includes a predictive model for lubricant requirements, a cloud-based AI platform for analyzing sensor data, and a mobile app for tracking lubricant usage. The bio-inspired lubricant composition incorporates antimicrobial peptides, silicone polymers, and pH-sensitive release mechanisms, while the modular lubricant cartridge system enables interchangeable cartridges and optimal lubricant selection.
Novelty and Inventive Step
The new claims introduce a paradigm shift in lubricant technology by integrating wearable sensors, machine learning, and 3D printing to provide personalized and adaptive lubricant formulations. The inventive step lies in the combination of these advanced technologies to create a responsive and sustainable lubricant system that surpasses the limitations of the original patent.
Alternative Embodiments and Variations
Alternative embodiments may include the use of different types of sensors, machine learning algorithms, or 3D printing technologies. Variations may also involve the incorporation of additional features, such as temperature control or antimicrobial coatings, to further enhance the lubricant system.
Potential Commercial Applications and Market
The personalized lubricant formulations and delivery systems have significant commercial potential in the healthcare, cosmetics, and industrial industries, offering a unique value proposition of customized, adaptive, and sustainable lubricant solutions that can improve user experience, reduce waste, and increase efficiency.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61K9/0034 |
| A | A61 | A61K8/0216 |
| A | A61 | A61K8/20 |
| A | A61 | A61K8/24 |
| A | A61 | A61K8/25 |
| A | A61 | A61K8/891 |
| A | A61 | A61K33/20 |
| A | A61 | A61K47/02 |
| A | A61 | A61K47/34 |
| A | A61 | A61L31/14 |
| A | A61 | A61L31/16 |
| A | A61 | A61Q17/005 |
| A | A61 | A61Q19/00 |
| A | A61 | A61L2300/404 |
| A | A61 | A61L2400/10 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Personal care and medical lubricant technologies, with expertise in chemical formulation, biomaterials, sensor technologies, and advanced manufacturing techniques related to personalized medical and cosmetic applications
Person of Ordinary Skill (PHOSITA) Profile
A professional with advanced degrees in chemical engineering, biomedical engineering, or materials science, possessing knowledge of lubricant formulations, sensor integration, machine learning, and additive manufacturing techniques
Obviousness Rationale
A person having ordinary skill would recognize that the source patent's lubricant composition provides a foundational framework for technological enhancement through sensor-driven customization. The PTD's integration of machine learning, biometric sensing, and adaptive formulation represents a predictable technological progression that builds upon existing lubricant design principles. The combination of known technologies like silicone polymers, biometric sensors, and 3D printing represents an obvious extension of the source patent's core lubricant technology.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,674 |
|---|---|
| Title | Lubricant formulations |
| Assignee(s) | REOXCYN, LLC |