Published Technical Disclosure Archive

AI-Enhanced Microbial Oil Production Innovation

Publication ID: 24-11856952_0003_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “AI-Enhanced Microbial Oil Production Innovation,” Published Technical Disclosure No. 24-11856952_0003_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856952_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. 11,856,952.

Background and Problem Solved

The original patent disclosed microbial oil compositions and production methods. However, these methods had limitations in terms of quality control, production efficiency, and customization. The present invention addresses these limitations by integrating AI, IoT, blockchain, and new materials to create more efficient, secure, and customizable microbial oil systems.

Novelty and Inventive Step

The novelty of the present invention lies in the synergistic integration of distinct technologies to create more powerful and efficient microbial oil systems. The inventive step is the combination of AI, IoT, blockchain, and new materials to address the limitations of the original patent.

Alternative Embodiments and Variations

Alternative embodiments include integrating computer vision for real-time quality control, using edge computing for IoT-enabled rectification, or incorporating other new materials for biomedical applications. Variations of the invention could include customizing the microbial oil composition for specific industries or applications.

Potential Commercial Applications and Market

The invention has significant commercial potential in industries such as nutrition, wellness, biomedical, and logistics. The target market includes companies seeking to improve microbial oil production efficiency, customize nutrition and wellness plans, develop novel biomedical materials, or create decentralized trading platforms.

CPC Classifications

SectionClassGroup
A A01 A01N37/06
A A23 A23D9/013
A A23 A23D9/02
A A23 A23K20/158
A A23 A23L33/115
A A61 A61K8/361
A A61 A61K8/9706
A A61 A61K8/9728
A A61 A61K8/99
A A61 A61K31/202
A A61 A61K36/06
A A61 A61Q19/00
C C11 C11B1/025
C C11 C11B3/10
C C11 C11B3/12
C C11 C11C1/005
C C11 C11C3/10
C C12 C12N1/28
C C12 C12P7/6427
C C12 C12P7/6436
C C12 C12P7/6463

Field of Art

Biotechnology and food science, specifically microbial oil production, with expertise in fatty acid extraction, purification, and advanced processing techniques

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degrees in biotechnology, biochemical engineering, or food science, possessing knowledge of microbial cultivation, lipid extraction methods, and industrial processing technologies

Obviousness Rationale

A PHOSITA would recognize that the PTD's integration of digital technologies like AI, IoT, and blockchain represents a predictable application of modern industrial monitoring and optimization techniques to the established microbial oil production process disclosed in the source patent. The proposed variations leverage standard industry 4.0 technologies to enhance existing production methodologies, which would be considered an obvious extension of known industrial improvement strategies.

Obvious Combinations & Variations

Source Patent Element
Microbial oil production method involving fatty acid concentration and purification
PTD Variation
IoT-enabled monitoring and control of rectification conditions
Obviousness Reasoning
Implementing sensor-based process monitoring is a known technique in industrial biotechnology, representing a predictable improvement to existing production methods with no unexpected results
Source Patent Element
Specific fatty acid composition and concentration techniques
PTD Variation
AI-powered quality control and predictive maintenance systems
Obviousness Reasoning
Machine learning applications for process optimization are standard in advanced manufacturing, representing an obvious technological progression for complex biological production processes
Source Patent Element
Microbial oil extraction and purification methods
PTD Variation
Blockchain-based tracking and transparent production documentation
Obviousness Reasoning
Implementing distributed ledger technologies for supply chain transparency is a routine technological adaptation in modern industrial processes
Source Patent Element
Fatty acid composition for biomedical applications
PTD Variation
Graphene oxide-enhanced microbial oil matrix for improved biocompatibility
Obviousness Reasoning
Combining nanomaterials with biological compounds is a predictable approach in materials science for enhancing mechanical and functional properties
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856952 and the present publication, a person of ordinary skill in the art would find the proposed technological variations obvious and non-inventive. The integration of digital monitoring, AI optimization, and advanced material compositions represents a straightforward technological progression that would be apparent to a skilled practitioner without requiring inventive insight.

Original Patent Information

Patent NumberUS 11,856,952
TitleMicrobial oil, production method for microbial oil, concentrated microbial oil, and production method for concentrated microbial oil
Assignee(s)NIPPON SUISAN KAISHA, LTD.