Smart Dish Washing Machine System with Integrated AI, IoT, Blockchain, and Hybrid Materials

Publication ID: 24-11857131_0008_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Smart Dish Washing Machine System with Integrated AI, IoT, Blockchain, and Hybrid Materials,” Published Technical Disclosure No. 24-11857131_0008_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857131_0008_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. 11,857,131.

Summary of the Inventive Concept

A remote-controlled dish washing machine system integrating AI, IoT, blockchain, and hybrid materials to optimize performance, predict maintenance, and enhance supply chain transparency.

Background and Problem Solved

Commercial dish washers face limitations in terms of remote control, predictive maintenance, and supply chain transparency. The original patent addressed remote control, but the new inventive concept takes it a step further by incorporating AI, IoT, blockchain, and hybrid materials to create a more powerful system.

Detailed Description of the Inventive Concept

The new system comprises a dish washing machine with a machine learning module for predicting optimal wash cycles, a blockchain-based communication network for securely transmitting wash cycle data, IoT sensors for collecting performance data, and hybrid material-based components for enhanced durability. The system integrates AI-powered predictive maintenance, IoT sensor data, and blockchain-based supply chain management to optimize performance, reduce downtime, and increase transparency.

Novelty and Inventive Step

The new claims introduce the synergistic combination of AI, IoT, blockchain, and hybrid materials, which is not obvious from the original patent. The integration of these distinct technologies creates a new, more powerful system that is not anticipated by the prior art.

Alternative Embodiments and Variations

Alternative embodiments may include different AI platforms, IoT sensor configurations, blockchain networks, or hybrid materials. Variations may include integrating additional technologies, such as augmented reality or 5G connectivity, to further enhance the system's capabilities.

Potential Commercial Applications and Market

The smart dish washing machine system has significant commercial potential in the hospitality, healthcare, and food service industries, where efficient and reliable dish washing operations are critical. The system's predictive maintenance and supply chain transparency features can also reduce costs and improve customer satisfaction.

CPC Classifications

SectionClassGroup
A A47 A47L15/0063
A A47 A47L15/0049
A A47 A47L15/0055
A A47 A47L15/428
H H04 H04M1/72415

Field of Art

Commercial and industrial dish washing systems with remote communication and control technologies, encompassing electromechanical appliance design, IoT integration, and communication network architectures

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in appliance design, telecommunications, embedded systems, and network communication protocols, holding a bachelor's or master's degree in electrical, mechanical, or computer engineering with 3-5 years of industry experience

Obviousness Rationale

A person having ordinary skill in the art would recognize that the source patent's remote communication dish washing machine provides a foundational framework that naturally invites technological enhancements using contemporary digital technologies. The integration of AI, IoT, blockchain, and advanced materials represents predictable evolutionary improvements to an existing networked appliance system. These technological extensions represent standard engineering problem-solving approaches for enhancing functionality, monitoring, and performance of networked industrial equipment.

Obvious Combinations & Variations

Source Patent Element
Dish washing machine with SMS messaging system and remote communication capabilities
PTD Variation
Adding machine learning module for predicting optimal wash cycles
Obviousness Reasoning
Implementing predictive analytics in networked appliances is a known technique for improving operational efficiency, and would be an obvious design optimization for a skilled engineer
Source Patent Element
Remote communication system with SIM card integration
PTD Variation
Blockchain-based communication network for secure data transmission
Obviousness Reasoning
Enhancing communication security through advanced network protocols is a predictable technological progression for networked systems, representing a finite set of known solutions
Source Patent Element
Dish washing machine with rotating spray arms
PTD Variation
Hybrid material-based wash arms using advanced composites like graphene or nanocellulose
Obviousness Reasoning
Material science improvements represent standard engineering design choices for enhancing component durability and performance, following established technological development patterns
Source Patent Element
Remote information requests about wash tank and booster heating tank
PTD Variation
IoT sensor data collection and cloud-based AI performance optimization
Obviousness Reasoning
Expanding remote monitoring capabilities through sensor integration and cloud analytics is a logical and predictable technological extension of existing remote communication systems
Source Patent Element
SMS-based remote communication system
PTD Variation
AI-powered predictive maintenance notification system
Obviousness Reasoning
Implementing automated diagnostic and notification systems is a standard engineering approach for improving equipment reliability and reducing maintenance costs
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857131 and the technological context of commercial dish washing systems, the claimed variations represent obvious extensions that would be readily conceived by a person having ordinary skill in the art. The incremental technological improvements disclosed herein, including AI integration, IoT sensor networks, blockchain communication, and advanced material compositions, constitute predictable variations that do not rise to the level of non-obvious innovation when viewed in light of the prior art.

Original Patent Information

Patent NumberUS 11,857,131
TitleRemote control dish washing machine
Assignee(s)Continental Clean Tech Limited