Robro Systems
Canvas Category Software : Operational Technology : Quality Assurance
First of it’s kind AI machine vision platform! Changing what Machine Vision Can do! AI Vision Solutions for fast and accurate Inspection. With this in mind, Robro Systems provides camera based automatic inspection and monitoring solutions for error proofing & quality control. Our flagship product - Kiara - is an image processing platform for manufacturing and other industries. It reduces the error rate of manual inspection by 90% and is up to 30% more affordable than existing systems.
Assembly Line
The Role of AI-Powered Machine Vision Systems in Textile Quality Control
Integrating AI with machine vision enables systems to learn from past data and improve defect detection over time. For example, Robro Systems’ Kiara Web Inspection System (KWIS) uses AI-driven algorithms to enhance detection capabilities, adapting to new defect patterns that may emerge during production.
With KWIS, saw a 25% improvement in defect detection accuracy compared to manual inspection methods. For instance, in a batch of conveyor belt fabric, the system detected micro-tears that manual inspection would have missed, allowing to correct the issue early and avoid downstream quality failures. This reduced our material waste and ensured that only high-quality products reached our customers.
Implementing machine vision technology has also translated into significant cost savings for manufacturers. According to a study by the International Journal of Advanced Manufacturing Technology, machine vision can reduce defect-related production costs by up to 30%. For manufacturers, this has meant reducing the costs associated with rework and waste and minimizing customer returns and complaints.
An Effort Towards Reducing Industrial Textile Waste
Textiles include various types of materials made from natural and synthetic fibers. To ensure the finished products are defect-free, inspecting the fibers during the production process is important. This also can result in a 45% to 60% savings on the total expenditure due to wastage or recalling defective products.
Line scan cameras are widely used to detect defects in the textile industry. These use single pixel lines for the construction of continuous 2D images as the materials pass through the production line. The cameras can capture superior quality images of various types of materials, which help in detecting any pattern changes without any breaks. Additionally, these cameras can notify operators about any changes in color and texture.