System for generating a model for a control device for controlling a vehicle component on the basis of modeling data sets generated by embedding measurement data sets in a higher-dimensional embedding space

摘要

The invention relates to a system (1) for generating a model (2) for a control unit (3) for controlling a vehicle component (4), the system (1) having at least one sensor (5) for acquiring measured values of the vehicle component (4) , an interface (6) for reading in measurement data records (10) generated with the aid of the measurement values and a computing unit (7) and the measurement data records (10) each have a number of measurement values that is equal to a first dimension and the measurement values of the respective measurement data records (10) each describe a value of a state variable of the vehicle component (4) and the computing unit (7) is designed and set up to read in the measurement data sets (10) via the interface (6), to embed the measurement data sets (10) in an embedding space and To create modeling data sets (11) using the embedding, with one dimension of the embedding space and the respective modeling data sets (11) each being higher than the ers th dimension and the system (1) is designed and set up to generate the model (2) for modeling a behavior of the vehicle component (4) with the aid of the modeling data sets (11).