Intelligent Cleaning System with Integrated Sensor Unit and Advanced Analytics

Publication ID: 24-11857134_0003_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Intelligent Cleaning System with Integrated Sensor Unit and Advanced Analytics,” Published Technical Disclosure No. 24-11857134_0003_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857134_0003_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. 11,857,134.

Summary of the Inventive Concept

The present invention integrates a retrofittable sensor unit with advanced analytics and data storage technologies to create a more efficient, adaptive, and secure cleaning system.

Background and Problem Solved

The original patent disclosed a retrofittable sensor unit for controlling a dosing device in a cleaning machine. However, the original invention had limitations in terms of data analysis, security, and real-time monitoring. The new inventive concept addresses these limitations by integrating the sensor unit with AI, blockchain, and IoT technologies.

Detailed Description of the Inventive Concept

The new system comprises a retrofittable sensor unit, a blockchain-based data storage, and an AI-powered analytics module. The sensor unit captures various parameters such as viscosity, turbidity, and thermal variables, which are then transmitted to the blockchain-based data storage. The AI-powered analytics module analyzes the data to predict optimal dosing parameters, detect anomalies, and optimize cleaning performance. The system can be further integrated with IoT platforms, cloud-based data analytics, and augmented reality modules to provide real-time guidance and monitoring.

Novelty and Inventive Step

The new claims introduce a synergistic combination of the retrofittable sensor unit with advanced analytics and data storage technologies, which is not obvious from the original patent. The integration of AI, blockchain, and IoT technologies provides a novel and non-obvious solution for optimizing cleaning processes.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include integrating the sensor unit with other advanced analytics tools, such as machine learning algorithms or computer vision. Variations could include using different types of sensors or data storage technologies, or applying the inventive concept to other industries beyond cleaning.

Potential Commercial Applications and Market

The intelligent cleaning system has significant commercial potential in the cleaning industry, particularly in industrial and commercial cleaning applications. The system's ability to optimize cleaning processes, reduce waste, and improve efficiency could lead to cost savings and increased customer satisfaction.

CPC Classifications

SectionClassGroup
A A47 A47L15/4297
A A47 A47L15/0055
A A47 A47L15/449
D D06 D06F33/57
D D06 D06F34/22
D D06 D06F2103/02
D D06 D06F2103/18
D D06 D06F2103/20
D D06 D06F2105/42
D D06 D06F2105/58

Field of Art

Cleaning machine sensor systems and process control technologies, encompassing sensor integration, data analytics, and machine control in industrial and domestic cleaning equipment

Person of Ordinary Skill (PHOSITA) Profile

A skilled engineer with expertise in sensor technologies, IoT systems, data analytics, and cleaning machine design, typically holding a bachelor's or master's degree in mechanical engineering, electrical engineering, or computer science with 3-5 years of industry experience

Obviousness Rationale

A PHOSITA would recognize that integrating advanced data analytics, blockchain, and AI technologies with the existing sensor-based cleaning system represents a predictable extension of the source patent's core technological framework. The source patent's retrofittable sensor unit provides a clear technological foundation for implementing more sophisticated data processing and communication strategies. The proposed variations represent logical technological progressions using well-established techniques in sensor integration and data management.

Obvious Combinations & Variations

Source Patent Element
Retrofittable sensor unit with viscosity, turbidity, and optical sensors
PTD Variation
Adding blockchain-based data storage and AI-powered analytics module
Obviousness Reasoning
Integrating data storage and analytics with sensor systems is a known technique in IoT technologies, representing a predictable combination of existing technological elements
Source Patent Element
Wireless communication unit for interaction with other cleaning machines
PTD Variation
Expanding wireless communication to include cloud-based IoT platforms and augmented reality guidance
Obviousness Reasoning
Extending wireless communication capabilities to more advanced networked systems is an obvious design choice for a PHOSITA seeking to enhance system functionality
Source Patent Element
Sensor unit capable of measuring multiple parameters like viscosity and thermal variables
PTD Variation
Implementing machine learning algorithms to predict optimal dosing parameters based on sensor data
Obviousness Reasoning
Using machine learning to analyze sensor data represents a standard approach in modern sensor-based control systems, offering predictable performance improvements
Source Patent Element
Energy conversion system including dynamo for electrical generation
PTD Variation
Integrating decentralized IoT network for real-time communication between cleaning machines
Obviousness Reasoning
Expanding energy generation and communication capabilities is a logical progression for enhancing system autonomy and interconnectivity
Source Patent Element
Sensor unit with mini- or microcamera for capturing article conditions
PTD Variation
Implementing computer vision and advanced image analysis techniques
Obviousness Reasoning
Enhancing camera-based sensing with sophisticated image processing represents a natural technological evolution in sensor system design
35 U.S.C. § 103 Summary: Based on US Patent 11857134's disclosure of a retrofittable sensor unit for cleaning machines, the present publication demonstrates that implementing blockchain, AI analytics, and advanced IoT communication represents an obvious technological progression to a Person Having Ordinary Skill In The Art, thereby establishing prior art that would render obvious subsequent patent claims involving similar sensor integration and data processing strategies.

Original Patent Information

Patent NumberUS 11,857,134
TitleRetrofittable sensor unit for controlling a dosing device
Assignee(s)Henkel AG & Co. KGaA