Abstract: A method including the receipt of a set of data associated with a surface condition of a vehicle, a determination of an extent of an instance of one or more imperfections upon a surface of the vehicle made by an artificial intelligence system, and an update to a pathway followed by one or more robots based on the determination of the extent of the instance of the one or more imperfections. The determination of the extent of the instance of the one or more imperfections causes the one or more robots to initiate a remediation action to a targeted portion of the surface of the vehicle to resolve the instance of the one or more imperfections.

Abstract: A method of directing a vehicle body through a paint process includes obtaining, by a vehicle manufacturing system, process operation data from a vehicle body process. The process operation data is indicative of an operation state of an identified machine performing a selected body operation as part of the vehicle body process. The method includes determining, by the vehicle manufacturing system, whether a recognized fault has occurred based on the process operation data, identifying a potential vehicle body imperfection based on a paint process model and the recognized fault, and providing, by the vehicle manufacturing system, a notification to the paint process of the potential vehicle body imperfection for the vehicle body, where the notification includes location information of the potential vehicle body imperfection, a remedial action for addressing the potential vehicle body imperfection, a recommended resource allocation, or a combination thereof.

Abstract: A method including the receipt of a set of data associated with a surface condition of a vehicle, a determination of an extent of an instance of one or more imperfections upon a surface of the vehicle made by an artificial intelligence system, and an update to a pathway followed by one or more robots based on the determination of the extent of the instance of the one or more imperfections. The determination of the extent of the instance of the one or more imperfections causes the one or more robots to initiate a remediation action to a targeted portion of the surface of the vehicle to resolve the instance of the one or more imperfections.

Abstract: A method of directing a vehicle body through a paint process includes obtaining, by a vehicle manufacturing system, process operation data from a vehicle body process. The process operation data is indicative of an operation state of an identified machine performing a selected body operation as part of the vehicle body process. The method includes determining, by the vehicle manufacturing system, whether a recognized fault has occurred based on the process operation data, identifying a potential vehicle body imperfection based on a paint process model and the recognized fault, and providing, by the vehicle manufacturing system, a notification to the paint process of the potential vehicle body imperfection for the vehicle body, where the notification includes location information of the potential vehicle body imperfection, a remedial action for addressing the potential vehicle body imperfection, a recommended resource allocation, or a combination thereof.