US 12,085,903 B2
Method, device, and system for configuring a coating machine
Subrat Sahu, Karnataka (IN)
Assigned to Siemens Aktiengesellschaft, Munich (DE)
Filed by Subrat Sahu, Karnataka (IN)
Filed on Mar. 24, 2022, as Appl. No. 17/703,950.
Claims priority of application No. 21165098 (EP), filed on Mar. 26, 2021.
Prior Publication US 2022/0308535 A1, Sep. 29, 2022
Int. Cl. G05B 13/04 (2006.01); B05D 1/00 (2006.01); G05B 13/02 (2006.01)
CPC G05B 13/048 (2013.01) [B05D 1/00 (2013.01); G05B 13/0265 (2013.01); G05B 13/042 (2013.01)] 21 Claims
OG exemplary drawing
 
1. A method of configuring a coating machine for coating a surface of a product using a coating substance, the method comprising:
calculating an effect of each parameter of a plurality of parameters on at least one attribute associable with the coating substance;
determining, from the plurality of parameters, one or more parameters that have a greatest effect on the at least one attribute, in comparison with other parameters of the plurality of parameters;
determining, using one or more sensors and a processing unit, a real-time value associated with the one or more parameters from a plurality of parameters associated with a coating operation;
predicting a value associated with at least one attribute associable with the coating substance based on an application of a trained machine learning model on the determined real-time value associated with the one or more parameters; and
controlling the coating machine for coating the surface using the coating substance based on the predicted value associated with the at least one attribute associable with the coating substance.