The paint of modern cars consist of many coats applied in a highly complex and automated process. An optimal paint quality is not only needed for decoration purposes but also protects the car from damage by environmental influences. Paint shop managers need to handle complex chemical processes and optimise many parameters simultaneously to achieve the desired quality. To support the paint shop managers in this complex task, a quality prediction model was created which enables the mangers to test different parameter settings before they are applied on the shop floor. The mangers can interaction with the Least Absolute Shrinkage and Selection Operator (LASSO) prediction model via a simple Graphical User Interface (GUI) shown in the video.
What happens in the video: