Autonomous Cleaning Assembly with Adaptive Intelligence

Publication ID: 24-11857130_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Autonomous Cleaning Assembly with Adaptive Intelligence,” Published Technical Disclosure No. 24-11857130_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857130_0005_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. 11,857,130.

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

SectionClassGroup
A A47 A47L11/4069
A A47 A47L11/24
A A47 A47L11/4058
A A47 A47L2201/00

Original Patent Information

Patent NumberUS 11,857,130
TitleCleaning assembly and cleaning apparatus
Assignee(s)YUNJING INTELLIGENCE (SHENZHEN) CO., LTD., YUNJING INTELLIGENCE INNOVATION (SHENZHEN) CO., LTD.