Taipei | PROMAG | PROMAG NDT

LED UV LAMP | MPI MACHINE | FPI System

iEagleAI

--------
----------------

Inspection Object Finished Automotive CV Joints (Constant Velocity Joints)
Solution PROMAG iEagleAI Vision Inspection System
The Case

Surface Quality Inspection of Finished CV Joints

Finished automotive CV joints require strict geometric precision and surface quality to ensure seamless mating with other drivetrain components. Any scratches, tool marks, or impact dents on the raceways, curved surfaces, edges, and end faces can negatively affect assembly quality, operational stability, and client-side inspection results.

Since finished metal surfaces are highly reflective and subtle defects often resemble machining textures, relying solely on manual inspection or fixed rule-based vision systems easily leads to escapes and false alarms. Combined with MPI, cracks and near-surface discontinuities form clear visible indications, allowing iEagleAI to establish a highly consistent AI interpretation standard.

The Challenge

Highly Reflective Curved Surfaces and Subtle Machining Defects Resist Stable Detection

01
Specular Reflection Variability
02
Subtle Defect–Texture Similarity
03
Complex Geometry & Localized Defects
04
Rule-Based System Limitations
The Solution

iEagleAI Surface Defect Detection for Finished CV Joints

Deep Learning Vision
Texture Discrimination
Flaw Classification
Multi-Angle Adaptation
The Results

Inspection Outcomes

Enhanced inspection stability on highly reflective metal surfaces.

Assisted in identifying low-contrast defects such as micro-scratches, tool marks, and impact dents.

Established a standardized interpretation framework, reducing human visual variability.

Get Started

Discuss Your Inspection Case with PROMAG

Call us at +886-6-270-0221 or mail to sales@pmtndt.com / psc@pmtndt.com

LED UV LAMP | MPI MACHINE | FPI System

Taipei | PROMAG | PROMAG NDT