US 12,455,729 B2
Automatic arrangement of HMI screens
Arquimedes Martinez Canedo, Plainsboro, NJ (US); and Lingyun Wang, Princeton, NJ (US)
Assigned to Siemens Aktiengesellschaft, Munich (DE)
Appl. No. 18/553,848
Filed by Siemens Aktiengesellschaft, Munich (DE)
PCT Filed Apr. 30, 2021, PCT No. PCT/US2021/030044
§ 371(c)(1), (2) Date Oct. 4, 2023,
PCT Pub. No. WO2022/231605, PCT Pub. Date Nov. 3, 2022.
Prior Publication US 2024/0184546 A1, Jun. 6, 2024
Int. Cl. G06F 8/38 (2018.01); G06F 8/10 (2018.01); G06F 8/35 (2018.01)
CPC G06F 8/38 (2013.01) [G06F 8/10 (2013.01); G06F 8/35 (2013.01)] 13 Claims
OG exemplary drawing
 
1. A method performed by a computing system comprising a generative adversarial network (GAN), the method comprising:
collecting historical project information that comprises human-machine interface (HMI) designs for a plurality of HMI screens, the HMI designs defining a plurality of arrangements of a plurality of HMI elements;
training the generative adversarial network (GAN) with the historical project information;
receiving, by the GAN, requirements for a new project, the requirements defining a list of HMI elements and specifications for at least one target HMI screen; and
based on the requirements, the GAN determining a design for the list of HMI elements on the at least one target HMI screen.