Autonomous Flexible Tube Insertion System with AI-Driven Trajectory Optimization

A next-generation flexible tube insertion system leveraging AI, machine learning, and autonomous control to optimize insertion trajectories, reduce operator error, and enhance patient safety.

The original patent disclosed a flexible tube insertion support apparatus relying on manual operator input and limited force detection. However, this approach has limitations in terms of accuracy, speed, and safety. The new inventive concept addresses these limitations by introducing autonomous control, real-time imaging, and AI-driven trajectory optimization to revolutionize flexible tube insertion.

The system comprises a neural network-based AI module that predicts optimal flexible tube insertion trajectories based on real-time imaging data and pipeline section topography. An autonomous insertion controller adjusts flexible tube movement in response to these predictions. Additionally, the system may incorporate a swarm of micro-robots providing real-time imaging data, a wearable augmented reality display for operator guidance, and a nanotechnology-based coating to reduce friction and enhance lubricity.

The new inventive concept introduces a paradigm shift in flexible tube insertion by integrating AI, machine learning, and autonomous control. The use of real-time imaging data, pipeline section topography, and autonomous control enables a level of precision and safety not achievable with manual operator input.

Alternative embodiments may include variations in AI algorithms, sensor configurations, and autonomous control architectures. Additionally, the system could be adapted for use in different pipeline sections, such as vascular or industrial applications.

The autonomous flexible tube insertion system has significant commercial potential in the medical device industry, particularly in the fields of endoscopy and minimally invasive surgery. The technology could also be applied to industrial pipeline inspection and maintenance, offering a competitive advantage in terms of speed, accuracy, and safety.