PEKAT VISION offers numerous advantages over traditional methods of quality control in the plastics and rubber manufacturing sector, including greater accuracy, consistency, and speed. This translates into higher efficiency, lower costs, and better product quality.
The outcome of injection molding, for example, is affected by a number of factors, including the raw material, mold quality, temperature, pressure, and speed. These factors can result in the occurrence of defects, such as various types of stains, burrs, inclusions, voids, or cracks.
PEKAT VISION comprises several modules capable of identifying these defects, detecting missing parts, and reading and verifying any signs or symbols. It can even detect defects like stains, micro voids, cracks, or inclusions that are difficult to identify manually or with a rule-based system, as they may be too small or hard to notice. Furthermore, for cases where the form of the defect is difficult to anticipate, PEKAT VISION offers the Anomaly Detector module, which requires only defect-free images for training. Below are a few examples of its applications.
Molded Plastics – Clip Inspection
PEKAT VISION’s Detector and Classifier modules inspect the three clips for potential defects. Using backlighting helps to accurately identify any imperfections.
Detection of Unknown Defects
Even when the shape, size, location, or type of defect is unpredictable, the Anomaly Detection module can easily detect these defects, ensuring comprehensive quality control.
Final Product Inspection
Before shipping, PEKAT VISION conducts final product quality inspections to ensure that only flawless products reach customers, a critical aspect for high-end and luxury brands. The Detector module is utilized in this case.
Scratch Detection
Volume control knobs are inspected before assembly using the PEKAT VISION Surface Detector module for surface flaws such as scratches. Techniques like line pattern projection, as shown in the bottom image, assist in identifying these defects.
Assembly Verification
The completeness of assembled plastic parts is verified using the PEKAT VISION Detector and Classifier modules. If any component is missing, the product is marked as NOK (not okay).
OCR and Safety Features Verification
PEKAT VISION’s various modules can be combined for comprehensive inspections. In this example, the OCR module and text verification module are combined with the Object Detector module to verify that all safety parts and symbols are present.
Plastic Parts Inspection
The Object Detector module is used to identify faulty clips on molded plastics, ensuring that defective parts are caught early in the production process.
Detecting Contaminants in Rubber Chips
PEKAT VISION detects contaminants in a stream of rubber chips, ensuring the purity and quality of the rubber material.
Why PEKAT VISION
And more! Ask for a free feasibility study for your specific case. Our software is highly versatile and can be customized to suit nearly any intended application.