Autonomous Cleaning Assembly with Adaptive Intelligence
Legal Citation
Summary of the Inventive Concept
A next-generation cleaning assembly that integrates AI-powered navigation, adaptive suction control, and real-time object recognition to optimize cleaning performance and efficiency in diverse environments.
Background and Problem Solved
The original cleaning assembly and apparatus, as disclosed in the parent application, have limitations in terms of navigation, suction control, and object recognition. The new inventive concept addresses these limitations by introducing self-learning navigation, adaptive suction control, and AI-powered object recognition, enabling the cleaning assembly to dynamically adapt to changing environments and user preferences.
Detailed Description of the Inventive Concept
The new cleaning assembly comprises a self-learning navigation module that analyzes real-time environmental data and user preferences to dynamically adjust cleaning routes. The assembly also features an adaptive suction control system that adjusts suction power based on detected surface types and debris levels. Furthermore, an AI-powered object recognition module detects and adapts to diverse object types and arrangements in real-time, allowing the cleaning assembly to optimize its cleaning patterns and routes. The modular design of the cleaning system enables easy swapping and upgrading of interchangeable cleaning modules, each optimized for specific cleaning tasks and environments.
Novelty and Inventive Step
The new claims introduce a paradigm shift in cleaning technology by integrating AI-powered navigation, adaptive suction control, and real-time object recognition. These features are not anticipated by the original patent and represent a significant improvement over existing cleaning assemblies and apparatus.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include variations in the navigation module, such as using computer vision or lidar technology, or incorporating additional sensors to detect specific types of debris or surfaces. The adaptive suction control system could be modified to adjust suction power based on other factors, such as air quality or noise levels. The AI-powered object recognition module could be trained on diverse datasets to recognize a broader range of objects and arrangements.
Potential Commercial Applications and Market
The Autonomous Cleaning Assembly with Adaptive Intelligence has significant commercial potential in various industries, including consumer electronics, hospitality, healthcare, and facility management. The ability to optimize cleaning performance and efficiency in diverse environments makes it an attractive solution for businesses and individuals seeking to improve cleanliness and reduce costs.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A47 | A47L11/4069 |
| A | A47 | A47L11/24 |
| A | A47 | A47L11/4058 |
| A | A47 | A47L2201/00 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Autonomous Robotic Cleaning Systems, encompassing mechanical design, sensor integration, and intelligent navigation technologies for cleaning apparatus with a focus on adaptive and intelligent cleaning solutions
Person of Ordinary Skill (PHOSITA) Profile
A skilled practitioner with expertise in robotics, mechanical engineering, and AI-driven control systems, familiar with cleaning robot design, sensor technologies, and adaptive control mechanisms
Obviousness Rationale
A PHOSITA would recognize that integrating AI-powered navigation and adaptive control into cleaning assemblies represents a natural progression of existing robotic cleaning technologies. The source patent's fundamental mechanical design provides a robust platform for implementing intelligent control systems. The proposed variations represent predictable extensions of known robotic cleaning technologies using standard machine learning and sensor integration techniques.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,130 |
|---|---|
| Title | Cleaning assembly and cleaning apparatus |
| Assignee(s) | YUNJING INTELLIGENCE (SHENZHEN) CO., LTD., YUNJING INTELLIGENCE INNOVATION (SHENZHEN) CO., LTD. |