Visual Quality Inspection with Smart Cameras
The Challenge
Machining SMEs often rely on manual inspection, which is time-consuming, inconsistent, and prone to human error. This leads to missed defects, rework, and customer complaints. At the same time, increasing quality requirements demand better traceability and documentation. Many SMEs struggle to implement automated inspection due to perceived complexity and integration challenges. This demonstrator addresses the need for reliable, scalable, and easy-to-deploy quality control.
What This Demonstrator Does
This demonstrator showcases a stand-alone, plug-and-play visual inspection system using smart cameras. The system captures images of parts during or after machining and automatically checks for defects or deviations. It connects to a data framework that collects, visualizes, and analyzes inspection results in real time. The setup works independently from existing machines but can still exchange data with other systems. It uses commercially available smart cameras or open vision solutions, making it flexible and scalable.
What You Gain
- More consistent and objective quality inspection
- Reduced scrap and rework costs
- Real-time insight into quality issues
- Improved traceability for audits and customers
- Faster inspection compared to manual checks
Who Is This For?
This demonstrator is ideal for machining SMEs that perform manual or semi-automated quality checks and want to improve consistency and efficiency. It fits companies producing medium-to-high volumes where inspection time impacts productivity. It is also relevant for companies facing increasing quality requirements or traceability demands.
Estimated Cost to Implement
Total estimated budget: €2,000–€5,000 for a basic setup
Pilot Program
What does a pilot look like for this demonstrator?
A smart camera system is installed near a selected process or inspection station. During the pilot, parts are automatically inspected and results are collected and visualized. Operators and engineers can monitor performance and evaluate improvements in quality and efficiency.
Services provided during the pilot:
- On-site installation and configuration
- Training session for operators
- Support in defining inspection criteria
- Remote monitoring and technical support
- End-of-pilot evaluation report
What you need to have / provide:
- Stable mounting location for the camera
- Power supply and Ethernet connection
- Sample parts for configuration and training
- A contact person for coordination
- Basic IT/network access