AI-Optimized Microbial Oil Production Technology
Legal Citation
Background and Problem Solved
The original patent disclosed microbial oils with specific fatty acid compositions, but had limitations in scalability, purity, and yield. The present invention addresses these limitations by introducing AI-driven optimization, multi-step distillation, and precision temperature control to produce high-quality microbial oils with unprecedented consistency and efficiency.
Novelty and Inventive Step
The new claims introduce a paradigm shift in microbial oil production by integrating AI, advanced bioreactors, and precision control, enabling unprecedented scalability, purity, and yield. The inventive step lies in the synergistic combination of these components to achieve a step-change in the industry.
Alternative Embodiments and Variations
Alternative embodiments may include using different types of bioreactors, such as stirred-tank reactors or airlift reactors, or incorporating additional sensors and monitoring systems to further optimize the fermentation and distillation processes. Variations may also include adapting the system for production of other types of microbial oils or bioactive compounds.
Potential Commercial Applications and Market
The next-generation microbial oil production system has significant commercial potential in the nutritional supplements, pharmaceuticals, and food industries, where high-purity, high-yield microbial oils are in high demand. The system's ability to produce tailored fatty acid profiles and enhance shelf life and nutritional value makes it an attractive solution for companies seeking to differentiate their products and improve their market competitiveness.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| 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 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Biotechnology and microbial oil production, specifically focused on fatty acid extraction, genetic engineering, and bioreactor technologies for producing polyunsaturated fatty acids
Person of Ordinary Skill (PHOSITA) Profile
A skilled practitioner with advanced degrees in biotechnology, microbiology, or chemical engineering, possessing expertise in fermentation techniques, genetic modification, and industrial-scale bioprocessing
Obviousness Rationale
A person of ordinary skill would recognize that the PTD's proposed variations represent predictable extensions of the source patent's core teachings about microbial oil production. The disclosed improvements in AI-driven optimization, genetic engineering, and precision control are logical next steps in advancing microbial oil manufacturing technologies. These variations apply known techniques in machine learning, gene editing, and process control to incrementally enhance the existing microbial oil production methodologies.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,856,952 |
|---|---|
| Title | Microbial oil, production method for microbial oil, concentrated microbial oil, and production method for concentrated microbial oil |
| Assignee(s) | NIPPON SUISAN KAISHA, LTD. |