Developing and Implementing Vision-Based Production Lines for Detecting and Removing Defective Components
Authors :- Polichetty, R.S.R., Khan, A.R., Kumari, S., Kumar, A., Abhishek, K.
Publication :- Advances in Design and Automation: Select Proceedings of ICFAMMT 2024, Springer- 2025
Inspection is a very important part of the production industry, be it line, mass or batch production. Without inspection of the components, there is a very high chance that the component is defective dimensionally or with surface defects. When these components go through to the next process of production without having to go through the crucial process of inspection, there is a huge loss of money, time, material and effort. Quality control is one of the industrial functions that can be improved by implementing technological innovations. As an innovative technology, machine vision enables reliable and fast 24/7 inspections and helps producers to improve the efficiency of manufacturing operations. In this regard, the proposed machine vision model in this paper combines the identification of defective products, counting the defective products and removing the defective products from the line system.