Autonomous Floor Cleaning Systems with Adaptive Liquid Release Mechanisms
Legal Citation
Summary of the Inventive Concept
A next-generation robotic floor cleaning technology that leverages swarm intelligence, artificial intelligence, and real-time sensor data to optimize cleaning efficiency and adapt to diverse surfaces and environmental conditions.
Background and Problem Solved
The original robotic floor cleaning device with a controlled liquid release mechanism, while innovative, has limitations in terms of its singular robotic unit, fixed liquid release rate, and lack of adaptability to varying surfaces and environmental conditions. The new inventive concept addresses these limitations by introducing swarm intelligence, AI-driven adaptability, and real-time sensor data integration.
Detailed Description of the Inventive Concept
The autonomous floor cleaning system comprises a swarm of micro-robots, each equipped with a controlled liquid release mechanism that adjusts the release rate based on real-time surface topography data. The system can deploy a fleet of miniature robots, each with a liquid release mechanism that dynamically adjusts to optimize cleaning efficiency based on environmental factors such as humidity and surface roughness. The modular design allows for interchangeable cleaning modules, each featuring a customized controlled liquid release mechanism for specific cleaning tasks. The system utilizes artificial intelligence to predict and adapt to changing cleaning requirements, adjusting the release rate of the controlled liquid mechanism in response to real-time sensor data.
Novelty and Inventive Step
The new claims introduce a paradigm shift in robotic floor cleaning by incorporating swarm intelligence, AI-driven adaptability, and real-time sensor data integration, making the original inventive concept obsolete. The novel combination of micro-robots, adaptive liquid release mechanisms, and AI-driven decision-making enables unprecedented cleaning efficiency, flexibility, and adaptability.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include a hybrid robotic floor cleaning device that combines the benefits of wet and dry cleaning, featuring a controlled liquid release mechanism that can seamlessly switch between wet and dry modes based on surface type and cleaning requirements. Other variations could include integrating the autonomous floor cleaning system with existing smart home infrastructure or incorporating additional sensors to detect and respond to specific cleaning challenges.
Potential Commercial Applications and Market
The autonomous floor cleaning system with adaptive liquid release mechanisms has significant commercial potential in the cleaning services, hospitality, healthcare, and smart home industries, offering a highly efficient, adaptable, and cost-effective solution for diverse floor cleaning needs.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A47 | A47L11/125 |
| A | A47 | A47L11/4011 |
| A | A47 | A47L11/4036 |
| A | A47 | A47L11/4066 |
| A | A47 | A47L11/4083 |
| A | A47 | A47L11/28 |
| A | A47 | A47L2201/04 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Robotic cleaning systems, specifically autonomous floor cleaning devices with controlled liquid dispensing mechanisms, encompassing mechanical engineering, robotics, and surface cleaning technologies
Person of Ordinary Skill (PHOSITA) Profile
A mechanical engineer or robotics specialist with expertise in autonomous cleaning systems, familiar with sensor integration, liquid dispensing mechanisms, and adaptive control systems for robotic devices
Obviousness Rationale
A person of ordinary skill would recognize that the PTD's swarm robotics and AI-driven liquid release mechanism represent predictable extensions of the source patent's core liquid control technology. The fundamental concept of a controlled liquid release mechanism in a robotic cleaning device remains consistent, with the PTD merely introducing incremental improvements in adaptability and intelligence. The technical solutions proposed are logical progressions of existing robotic cleaning technology that would be apparent to a skilled practitioner.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,129 |
|---|---|
| Title | Robotic floor cleaning device with controlled liquid release mechanism |
| Assignee(s) | AI Incorporated |