Autonomous Floor Cleaning Systems with Adaptive Liquid Release Mechanisms

Publication ID: 24-11857129_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Autonomous Floor Cleaning Systems with Adaptive Liquid Release Mechanisms,” Published Technical Disclosure No. 24-11857129_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857129_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. 11,857,129.

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

SectionClassGroup
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

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

Source Patent Element
Rotatable cylinder with apertures for controlled liquid release tied to device motion
PTD Variation
Dynamic liquid release mechanism that adjusts based on real-time surface topography data
Obviousness Reasoning
A PHOSITA would recognize that sensor-based liquid control is a predictable improvement to existing mechanical liquid release systems, representing a known technique of adding adaptive intelligence to mechanical devices
Source Patent Element
Non-propelling wheels connected to liquid release mechanism
PTD Variation
Micro-robot swarm with individual liquid release mechanisms that communicate and coordinate
Obviousness Reasoning
Extending single-device liquid control to a multi-robot system is an obvious scaling approach using known distributed robotics principles
Source Patent Element
Liquid reservoir with controlled release mechanism
PTD Variation
Modular cleaning modules with customizable liquid release mechanisms for different surface types
Obviousness Reasoning
Designing interchangeable modules with surface-specific liquid control is a predictable design variation addressing known cleaning challenges
Source Patent Element
Mechanical liquid release tied to device motion
PTD Variation
AI-driven liquid release mechanism that adapts to environmental conditions
Obviousness Reasoning
Integrating sensor data and artificial intelligence into mechanical control systems is a standard engineering approach for creating adaptive technologies
Source Patent Element
Single robotic cleaning device with liquid reservoir
PTD Variation
Hybrid robotic system capable of switching between wet and dry cleaning modes
Obviousness Reasoning
Creating multi-mode cleaning capabilities is an obvious solution to expand device functionality using known mechanical and control techniques
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857129 and the published technical disclosure, a person having ordinary skill in the art would find the claimed variations of autonomous, adaptive robotic cleaning systems with controlled liquid release mechanisms to be obvious extensions of existing technology. The incremental improvements in sensor integration, swarm robotics, and adaptive control represent predictable technological progressions that do not rise to the level of non-obvious innovation.

Original Patent Information

Patent NumberUS 11,857,129
TitleRobotic floor cleaning device with controlled liquid release mechanism
Assignee(s)AI Incorporated