公开(公告)号：US20240017934A1

公开(公告)日：2024-01-18

申请号：US18348963

申请日：2023-07-07

Applicant: Krones AG

Inventor： Christian HIRSCH DE HESSELLE ,  Christian APPEL ,  Thomas ALBRECHT ,  Ahmad ALSHEIKH ,  Benedikt Boettcher ,  Andreas KETTERL ,  Lukas SCHINDLER

IPC: B65G43/08 ,  G06T7/70 ,  G06T7/20

CPC classification number: B65G43/08 ,  G06T7/70 ,  G06T7/20 ,  B65G2201/0235 ,  B65G2203/044 ,  G06T2207/30241

Abstract: The disclosure relates to a method for determining an occupancy situation of containers in an installation, the method comprising: using at least one camera for capturing the occupancy situation of the containers in the installation and obtaining a captured occupancy situation, analyzing the captured occupancy situation and obtaining an analyzed occupancy situation, and controlling the installation based on the analyzed occupancy situation. Furthermore, the disclosure comprises a device comprising at least one camera and a control device with instructions that are stored thereon and that, when executed by a processor, cause the control device to execute the method.

公开(公告)号：US20220269259A1

公开(公告)日：2022-08-25

申请号：US17597666

申请日：2020-06-09

Applicant: KRONES AG

Inventor： Thomas ALBRECHT ,  Lukas SCHINDLER ,  Benedikt BOETTCHER

IPC: G05B23/02 ,  G06N20/00

Abstract: The invention relates to a method and to a system for automatically detecting a malfunction of a device in the food industry or the beverage industry, in particular for predictive maintenance. By means of a digital twin of the device, simulation data are produced for a plurality of malfunctions. Subsequently, a machine learning algorithm is trained on the basis of the simulation data and the plurality of malfunctions. The trained machine learning algorithm is then used to detect a malfunction of the device on the basis of operating data of the device. The invention further relates to a method and to a system for determining an optimized production plan for the production of one or more products by means of one or more production lines in the food industry or the beverage industry.