Enhanced Flexible Tube Insertion Support Apparatus with Real-Time Feedback and Adaptive Control
Legal Citation
Summary of the Inventive Concept
An innovative flexible tube insertion support apparatus that leverages machine learning algorithms, real-time feedback, and adaptive control to optimize the twisting operation, ensuring safer and more efficient insertion procedures.
Background and Problem Solved
The original patent disclosed a flexible tube insertion support apparatus with limitations in terms of static force quantity calculation and lack of real-time feedback. The new inventive concept addresses these limitations by introducing machine learning-based real-time feedback, adaptive control, and user-defined safety thresholds, enabling more efficient and safer flexible tube insertion procedures.
Detailed Description of the Inventive Concept
The enhanced flexible tube insertion support apparatus comprises a processor configured to generate real-time feedback on twisting operation propriety based on machine learning algorithms analyzing historical force quantity data and user input. The apparatus also features a control device that adapts to varying pipeline section geometries and automatically adjusts the twisting operation accordingly. Additionally, the system includes at least one external force detector, a processor configured to calculate force quantities and generate propriety information, and a display device providing visual feedback on the propriety information and recommended twisting operations.
Novelty and Inventive Step
The new claims introduce the novelty of machine learning-based real-time feedback, adaptive control, and user-defined safety thresholds, which are non-obvious improvements over the original patent. These advancements enable more efficient and safer flexible tube insertion procedures, distinguishing the new inventive concept from the prior art.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include implementing different machine learning algorithms, incorporating additional sensors for enhanced pipeline section geometry detection, or integrating the apparatus with existing endoscope systems. Variations could also involve adapting the apparatus for use in different medical procedures or industries, such as industrial pipeline inspection.
Potential Commercial Applications and Market
The enhanced flexible tube insertion support apparatus has significant commercial potential in the medical industry, particularly in the fields of endoscopy and gastrointestinal surgery. The apparatus could also be adapted for use in industrial pipeline inspection, providing a safer and more efficient solution for inspecting complex pipeline systems.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61B1/00055 |
| A | A61 | A61B1/00009 |
| A | A61 | A61B1/009 |
| A | A61 | A61B1/0057 |
| A | A61 | A61B1/00096 |
| A | A61 | A61B1/00097 |
| A | A61 | A61B5/061 |
| A | A61 | A61B5/065 |
| A | A61 | A61B1/044 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Medical device technology, specifically endoscopic insertion support systems with force sensing and control mechanisms for flexible medical instruments, requiring advanced knowledge of biomechanical engineering, sensor technologies, and medical device design
Person of Ordinary Skill (PHOSITA) Profile
A biomedical engineer or medical device designer with expertise in sensor integration, control systems, machine learning applications in medical technology, and understanding of flexible tube insertion mechanics
Obviousness Rationale
A person having ordinary skill would recognize that incorporating machine learning algorithms and adaptive control into the existing force-sensing flexible tube insertion apparatus represents a predictable technological evolution. The source patent's foundational work on force detection and propriety information generation provides a clear technical framework that would naturally suggest implementing more sophisticated real-time feedback and adaptive control mechanisms. The PTD's variations represent incremental improvements using standard engineering techniques available to those skilled in medical device design.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,157 |
|---|---|
| Title | Flexible tube insertion support apparatus, flexible tube insertion apparatus, and flexible tube insertion method |
| Assignee(s) | OLYMPUS CORPORATION |