High-Precision AI Inspection for Aerospace Components
Case Studieschevron_rightHigh-Precision AI Inspection for Aerospace Components
visibilityAI / ML

High-Precision AI Inspection for Aerospace Components

Implementing multi-spectral computer vision to detect micro-fractures in critical engine components with 99.8% accuracy.

99.8%

Detection Rate

400%

Speed Increase

85%

Risk Reduction

500ms

Analysis Time

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Key Result

99.8% detection rate of sub-millimeter defects, reducing recall risks by 85%.

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The Challenge

A leading Canadian aerospace manufacturer faced significant recall risks due to micro-fractures in titanium engine blades that were invisible to the human eye. Manual inspection was slow and prone to fatigue-induced errors.

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Our Approach

We developed a proprietary multi-spectral computer vision system using thermal and UV imaging. The system utilizes real-time deep learning to analyze surface anomalies and subsurface stress patterns, flagging defects within 500ms.

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The Impact

The system achieved a near-perfect detection rate for sub-millimeter defects. Inspection throughput increased by 400%, and the manufacturer successfully avoided three major recall events in the first year of operation.

Project Timeline

1
Phase 1

Multi-spectral Dataset Creation

Created a comprehensive dataset of known flaws and pristine parts using thermal, UV, and visible light spectrums.

2
Phase 2

CNN Optimization

Trained specialized convolutional neural networks to detect features across three light spectrums simultaneously.

3
Phase 3

Production Integration

Deployed high-speed inspection tunnels directly into the robotic manufacturing line.

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"Stigma Technologies didn't just give us a tool; they gave our manufacturing line a brain and eyes. I sleep better knowing this system is on watch."

André Boucher

Head of Quality Assurance

Aerovance Industries

Technologies & Domains

Vision SystemsAerospaceAI / MLQuality Control

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Implement zero-defect manufacturing with our specialized computer vision systems.

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