Autonomous Remote Dish Washing Machine Management System

Publication ID: 24-11857131_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Autonomous Remote Dish Washing Machine Management System,” Published Technical Disclosure No. 24-11857131_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857131_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. 11,857,131.

Summary of the Inventive Concept

A next-generation dish washing machine management system that leverages advanced sensors, AI, and decentralized autonomous networks to optimize dish washing operations, reduce energy consumption, and promote sustainable practices.

Background and Problem Solved

The original remote control dish washing machine patent has limitations in terms of its reliance on SMS messaging, lack of real-time monitoring, and inability to adapt to changing environmental conditions. The new inventive concept addresses these limitations by introducing a network of interconnected dish washing machines, advanced sensors, and AI-powered predictive maintenance capabilities, enabling real-time monitoring and optimization of dish washing operations.

Detailed Description of the Inventive Concept

The autonomous remote dish washing machine management system comprises a network of interconnected dish washing machines, each equipped with advanced sensors and AI-powered predictive maintenance capabilities. The system features a centralized cloud-based dashboard for real-time monitoring and optimization of dish washing operations. The machines utilize machine learning algorithms to analyze historical usage patterns and environmental factors to predict optimal wash cycles and reduce energy consumption. Additionally, the system integrates with a decentralized autonomous network, where each machine operates as a node, sharing data and resources to optimize overall network efficiency and reduce waste. Users can participate in a token-based incentive system to promote sustainable dish washing practices. The system also includes a hybrid dish washing machine and vertical farm system, which utilizes advanced hydroponics and aeroponics to grow fresh produce, and integrates with a remote monitoring system to optimize nutrient delivery and reduce water consumption.

Novelty and Inventive Step

The new inventive concept's novelty lies in its introduction of advanced sensors, AI-powered predictive maintenance, decentralized autonomous networks, and token-based incentive systems, which collectively enable real-time monitoring, optimization, and sustainability in dish washing operations. The inventive step is the integration of these technologies to create a holistic, autonomous, and adaptive dish washing machine management system.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in the type of sensors used, the architecture of the decentralized autonomous network, and the integration of additional features such as augmented reality guidance for optimal dish loading and washing. The system could also be adapted for use in residential settings or integrated with other smart home appliances.

Potential Commercial Applications and Market

The autonomous remote dish washing machine management system has significant commercial potential in the commercial dish washing industry, particularly in high-volume establishments such as restaurants, hospitals, and hotels. The system's ability to optimize energy consumption, reduce waste, and promote sustainable practices aligns with growing market demands for eco-friendly and efficient solutions.

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 management technologies, involving electrical, mechanical, and software engineering disciplines focused on appliance control and network integration

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in appliance design, embedded systems, IoT technologies, and network communication protocols, possessing knowledge of sensor integration, machine learning techniques, and industrial automation systems

Obviousness Rationale

A person having ordinary skill in the art would recognize that the published technical disclosure represents predictable combinations of known remote monitoring technologies with existing dish washing machine architectures. The core technical elements of remote communication, sensor integration, and data analysis are logical extensions of the source patent's foundational remote dish washing machine communication system. A PHOSITA would understand that integrating AI, decentralized networks, and predictive maintenance represents incremental technological improvements using standard engineering design approaches.

Obvious Combinations & Variations

Source Patent Element
Dish washing machine with SMS messaging system and communication capabilities
PTD Variation
Cloud-based dashboard with real-time monitoring and AI-powered predictive maintenance
Obviousness Reasoning
Extending remote communication to include advanced monitoring is a predictable technological progression using known network communication and data analysis techniques
Source Patent Element
Remote communication system with SIM card integration
PTD Variation
Decentralized autonomous network where machines share data and operate as interconnected nodes
Obviousness Reasoning
Expanding communication protocols to create networked machine interactions is an obvious design choice using established distributed computing principles
Source Patent Element
Dish washing machine with rotating spray arms and wash tank
PTD Variation
Hybrid dish washing machine integrated with vertical farming systems for resource optimization
Obviousness Reasoning
Combining appliance technologies to improve resource efficiency represents a standard engineering approach to solving technical challenges
Source Patent Element
Remote information requests about wash tank and booster heating tank
PTD Variation
Machine learning algorithms analyzing historical usage patterns to predict optimal wash cycles
Obviousness Reasoning
Applying data analysis techniques to improve appliance performance is a known method for enhancing technological systems
Source Patent Element
SMS messaging system for dish washing machine communication
PTD Variation
Token-based incentive system promoting sustainable dish washing practices
Obviousness Reasoning
Introducing economic incentive mechanisms to encourage technological adoption is a predictable extension of existing communication systems
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857131 and the published technical disclosure, a person of ordinary skill in the art would find the claimed variations obvious and anticipated, as the disclosed innovations represent straightforward combinations of known remote communication, sensor integration, and network technologies applied to dish washing machine systems through standard engineering design methodologies.

Original Patent Information

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