AI Material Testing Machine for Consistent Grip Pressure
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Solution Overview
Problem
Conventional materials testing introduces errors due to variations in testing parameters, particularly pressure, which affects the accuracy of test results.
Innovation Solution
An automated artificial intelligence (AI) driven testing machine with a loading station, pick-and-place apparatus, and control system that uses AI grips with actuators and sensors to precisely control grip strength and transfer samples between stations, reducing human intervention and parameter variation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual loading and testing is performed by hand, then ease of operation is maintained, but measurement precision deteriorates due to variation in testing parameters
Solution Approach 1:
The system performs self-measurement and self-adjustment through automated AI grips and sensors that determine optimal testing parameters without human intervention, eliminating manual operation while maintaining high measurement precision
Solution Approach 2:
Manual mechanical operations are replaced with an automated control system that uses sensors, AI algorithms, and automated grips to perform testing, substituting human操作 with a coordinated mechanical and computational system
2Manufacturing precision
If pressure is applied to secure the material sample, then the material sample is held firmly, but manufacturing precision deteriorates due to variation in pressure applied
Solution Approach 1:
The grip strength is made dynamic and adjustable rather than fixed, allowing the system to optimize the force applied based on real-time sensor feedback and AI determination of optimal parameters for each specific material sample
Solution Approach 2:
Sensors provide real-time feedback on grip strength and sample position, allowing the control system to adjust and maintain optimal pressure consistently, eliminating variation in testing parameters while securing the sample firmly
3Productivity
If automated pick-and-place apparatus is used, then productivity increases, but device complexity increases
Solution Approach 1:
Multiple functions (loading, positioning, gripping, and testing) are merged into an integrated automated system where the pick-and-place apparatus works in coordination with AI grips and sensors, consolidating operations to manage complexity while maintaining high productivity
Data Source
AI summary
The disclosure is directed at testing machine for material samples. The testing machine includes a loading station and a testing station along with a pick and place apparatus that moves the material sample being tested between the loading station and the testing station. A control system controls movement of the material sample. The control system also generates testing machine parameters along with testing parameters.