Next-Generation Vacuum Cleaner System with Predictive Maintenance and AI-Powered Optimization

Publication ID: 24-11857141_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Vacuum Cleaner System with Predictive Maintenance and AI-Powered Optimization,” Published Technical Disclosure No. 24-11857141_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857141_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. 11,857,141.

Summary of the Inventive Concept

A futuristic vacuum cleaner system that integrates advanced sensors, AI-driven analytics, and cloud-based management to predict maintenance needs, optimize performance, and revolutionize the cleaning experience

Background and Problem Solved

The original patent provided a method for customized cleaning information, but it had limitations in terms of predictive maintenance, real-time optimization, and user experience. The new inventive concept addresses these limitations by introducing a holistic system that combines advanced technologies to transform the vacuum cleaner industry

Detailed Description of the Inventive Concept

The system comprises a sensor module, data analytics module, and notification module for predictive maintenance. It also features an AI-powered cleaning assistant, cloud-based management platform, and modular design with interchangeable cleaning modules. The system collects and analyzes data on suction force, motor speed, energy consumption, and user preferences to optimize performance, provide personalized cleaning recommendations, and predict maintenance needs

Novelty and Inventive Step

The new claims introduce a paradigm shift in vacuum cleaner technology by integrating AI, cloud computing, and advanced sensors to provide a proactive and personalized cleaning experience. The inventive concept's novelty lies in its holistic approach, combining predictive maintenance, real-time optimization, and user-centric design to create a next-generation vacuum cleaner system

Alternative Embodiments and Variations

Alternative embodiments could include integrating the system with smart home infrastructure, using edge computing for real-time data processing, or developing specialized cleaning modules for specific surfaces or applications. Variations could include adapting the system for commercial or industrial use, or integrating it with other cleaning devices

Potential Commercial Applications and Market

The inventive concept has vast commercial potential in the consumer electronics and cleaning industries, with potential applications in smart homes, commercial cleaning services, and industrial settings. The market for advanced vacuum cleaner systems is expected to grow significantly, driven by increasing demand for efficient, personalized, and sustainable cleaning solutions

CPC Classifications

SectionClassGroup
A A47 A47L9/2857
A A47 A47L5/225
A A47 A47L9/2831
A A47 A47L9/2842
A A47 A47L9/2873
A A47 A47L9/2894
A A47 A47L9/02

Original Patent Information

Patent NumberUS 11,857,141
TitleVacuum cleaner and control method thereof
Assignee(s)LG ELECTRONICS INC.