US 12,468,870 B2
Method and system for carrying out a simulation
Turgay Isik Aslandere, Aachen (DE); Eduardo Perez Guzman, Aachen (DE); Frederik De Smet, Zonhoven (BE); and Daniel Roettger, Eynatten (BE)
Assigned to Ford Global Technologies, LLC, Dearborn, MI (US)
Filed by Ford Global Technologies, LLC, Dearborn, MI (US)
Filed on Jan. 19, 2022, as Appl. No. 17/578,672.
Claims priority of application No. 102021102460.9 (DE), filed on Feb. 3, 2021.
Prior Publication US 2022/0245308 A1, Aug. 4, 2022
Int. Cl. G06F 30/27 (2020.01)
CPC G06F 30/27 (2020.01) 11 Claims
OG exemplary drawing
 
1. A method for performing a simulation, comprising:
loading a first generator of a Cycle Generative Adversarial Network (CycleGAN) with a model dataset based on an emulator for a first vehicle powertrain during a training phase to train the first generator in cooperation with a first discriminator of the CycleGAN assigned to the first generator;
loading a second generator of the CycleGAN with a hardware dataset based on test bed experiments for the first vehicle powertrain to train the second generator in cooperation with a second discriminator of the CycleGAN assigned to the second generator; and
loading the first generator with an input dataset based on an emulator for a second vehicle powertrain during an operational phase to provide an output dataset that simulates the second vehicle powertrain.