Smart Food Mixing System: AI-Powered Production Tech

Publication ID: 24-11856977_0003_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Smart Food Mixing System: AI-Powered Production Tech,” Published Technical Disclosure No. 24-11856977_0003_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856977_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. 11,856,977.

Background and Problem Solved

The original patent disclosed a mixing apparatus for mixing additives with food while the food is falling. However, the existing solution lacks real-time monitoring, predictive analytics, and advanced material applications. The present invention addresses these limitations by integrating distinct technologies to create a more efficient, safe, and sustainable food production system.

Novelty and Inventive Step

The integration of IoT, AI, blockchain, and advanced materials with the patented mixing apparatus constitutes a novel and non-obvious combination that provides a synergistic advantage in food production. The inventive step lies in the unexpected interaction between these distinct technologies, resulting in a more efficient, safe, and sustainable food production system.

Alternative Embodiments and Variations

Alternative embodiments of the invention may include integrating the mixing apparatus with other technologies such as robotics, computer vision, or advanced sensors. Variations of the invention may include applying the smart food mixing system to different food types, such as meat, dairy, or baked goods.

Potential Commercial Applications and Market

The smart food mixing system has significant commercial potential in the food processing industry, particularly in the production of packaged foods, ready-to-eat meals, and specialty foods. The system's ability to optimize food production, ensure safety and authenticity, and reduce waste can lead to cost savings, increased efficiency, and improved customer satisfaction. Target industries may include food manufacturers, restaurants, and food service providers.

CPC Classifications

SectionClassGroup
A A23 A23P20/18
A A23 A23G3/0095
A A23 A23G3/26
A A23 A23L7/109
A A23 A23P20/13
A A47 A47J31/401
A A47 A47J31/402
A A47 A47J31/404
A A47 A47J31/465
A A47 A47J31/54
A A61 A61J3/005
B B01 B01F25/721
B B01 B01F33/813
B B01 B01F35/7548
B B01 B01J2/12
B B05 B05B13/025
B B05 B05B13/0257
A A23 A23V2002/00
B B05 B05C3/00
B B05 B05C3/08
B B05 B05D3/12
B B67 B67D1/0016

Field of Art

Food Processing and Mixing Technologies, specifically apparatus for mixing additives with food during production, encompassing industrial food preparation systems with a focus on sauce coating, additive distribution, and process optimization

Person of Ordinary Skill (PHOSITA) Profile

A food processing engineer with expertise in mechanical design, industrial automation, materials science, and food production technologies, typically holding a BS/MS in Food Engineering or Mechanical Engineering with 3-5 years industrial experience in food manufacturing equipment design

Obviousness Rationale

A PHOSITA would recognize that integrating emerging technologies like IoT, AI, and advanced materials into existing food mixing apparatus represents a predictable extension of known industrial automation trends. The core mixing functionality remains consistent with the source patent, while the proposed technological enhancements provide incremental improvements in monitoring, efficiency, and precision. These variations represent standard technological convergence strategies commonly employed in modern food processing systems.

Obvious Combinations & Variations

Source Patent Element
Mixing apparatus with multiple hoppers for food and additive distribution
PTD Variation
IoT-based monitoring system tracking mixing process and optimizing additive supply in real-time
Obviousness Reasoning
Implementing sensor-based monitoring is a known technique in industrial automation, representing a predictable application of standard control systems to enhance existing mechanical processes
Source Patent Element
Supply device for delivering additives during food falling motion
PTD Variation
AI-driven predictive analytics to adjust additive supply based on food type, temperature, and humidity
Obviousness Reasoning
Adaptive control systems are standard in process engineering, and applying machine learning to optimize existing mechanical processes represents an obvious technological progression
Source Patent Element
Mixing apparatus for coating food with additives
PTD Variation
Graphene-based nanomaterials to enhance additive dispersion and reduce waste
Obviousness Reasoning
Material science innovations that improve existing process efficiency are considered routine design optimization in food processing technologies
Source Patent Element
Food mixing apparatus with multiple hoppers
PTD Variation
Blockchain-based tracking system to ensure food safety and authenticity
Obviousness Reasoning
Implementing traceability technologies is a standard industry response to increasing regulatory and consumer demands for transparency in food production
Source Patent Element
Additive mixing process for food production
PTD Variation
Computer vision and machine learning algorithms to detect anomalies in mixing process
Obviousness Reasoning
Quality control through advanced sensing technologies represents a predictable technological evolution in automated manufacturing systems
35 U.S.C. § 103 Summary: Based on US Patent 11856977's disclosure of a mixing apparatus for food additives, the present publication demonstrates that a Person Having Ordinary Skill In The Art would find the integration of IoT, AI, blockchain, and advanced materials technologies into said apparatus to be an obvious technological progression, thereby rendering potential derivative claims obvious and anticipating future patent attempts to claim such technological convergence.

Original Patent Information

Patent NumberUS 11,856,977
TitleMixing apparatus for mixing an additive with food while the food is falling
Assignee(s)AJINOMOTO CO., INC., MAYEKAWA MFG. CO., LTD.