BMW Group applies AI solutions to increase paint shop quality
BMW Group says artificial intelligence can bring even greater precision to controlling highly sensitive systems in automotive production. The company has started a pilot project in the paint shop of the Munich plant.
Despite state-of-the-art filtration technology, the content of finest dust particles in paint lines varies depending on the ambient air drawn in. If the dust content exceeded the threshold, the still wet paint could trap particles, thus visually impairing the painted surface.
Artificial Intelligence (AI) specialists from central planning and the Munich plant have found a way to avoid this situation altogether. Every freshly painted car body must undergo an automatic surface inspection in the paint shop. Data gathered in these inspections are used to develop a comprehensive database for dust particle analysis. The specialists are now applying AI algorithms to compare live data from dust particle sensors in the paint booths and dryers with this database.
“Data-based solutions help us secure and further extend our stringent quality requirements to the benefit of our customers. Smart data analytics and AI serve as key decision-making aids for our team when it comes to developing process improvements. We have filed for several patents relating to this innovative dust particle analysis technology,” explains Albin Dirndorfer, Senior Vice President Painted Body, Finish and Surface at the BMW Group.
The BMW Group’s AI specialists see enormous potential in dust particle analysis. Based on information from numerous sensors and data from surface inspections, the algorithm monitors over 160 features relating to the car body and is able to predict the quality of paint application very accurately.