Method for setting up a functionality for a control unit

Patent metadata

Field	Value
Publication number	US-9952567-B2
Application number	US-201214240312-A
Country	US
Kind code	B2
Filing date	Jul 19, 2012
Priority date	Aug 22, 2011
Publication date	Apr 24, 2018
Grant date	Apr 24, 2018

Abstract

A method is provided for populating a function for a control unit with data, in which method measurements are performed on a system at different measuring points on a test stand, and a global data-based model is set up based on the obtained measured values, and virtual measurements which simulate real measurements on the test stand are carried out on the global data-based model, and uncertainties for virtual measured values of the virtual measurements are determined from the global data-based model, the uncertainties of the virtual measured values being taken into account when populating the function for the control unit with data.

First claim

What is claimed is:

1. A method for populating a function implemented in a control unit with data, comprising:
performing a measurement on a test stand on a system at different measuring points to produce obtained measured values;
setting up a global data-based model on the basis of the obtained measured values;
performing a virtual measurement that simulates a real measurement on the test stand on the global data-based model,
ascertaining an uncertainty for a virtual measured value of the virtual measurement is ascertained from the global data-based model;
taking into account the uncertainty of the virtual measured value when populating the function for the control unit with data;
detecting on the basis of the uncertainty of the virtual measured value whether a quality of the data-based model is insufficient in at least one range of the measuring points for populating the function with data;
if the quality of the data-based model is insufficient in at least the one range of the measuring points, obtaining an improvement of the data-based model on the basis of a supplementary measured value from a supplementary measurement on the test stand;
if the quality of the data-based model offers a required quality for populating the function with data, populating the function implemented in the control unit with data in that a measured values from the virtual measurement is entered into a tool, in which an optimization of a label of the function implemented in the control unit is performed; and
operating a physical process of an engine by causing the control unit to execute the populated function.

2. The method as recited in claim 1 , wherein the uncertainty is determined for each virtual measured value.

3. The method as recited in claim 1 , wherein the uncertainty of at least one of the virtual measured values is used to decide whether the at least one of the virtual measured values is to be utilized for populating the function with data.

4. The method as recited in claim 1 , wherein the global data-based model includes a Bayesian regression model.

5. The method as recited in claim 1 , wherein the global data-based model includes a Gaussian process model.

6. The method as recited in claim 1 , further comprising implementing a smooth regression between the measuring points.

7. The method as recited in claim 1 , further comprising visualizing a behavior of a measured system on the basis of the global data-based model.

Assignees

• Markert Heiner
• Kruse Thomas
• Imhof Volker
• Huber Thorsten
• Diener Rene
• Kloppenburg Ernst
• Streichert Felix
• Ulmer Holger
• Angermaier Stefan
• Bosch Gmbh Robert

Inventors

• Markert Heiner
• Kruse Thomas
• Imhof Volker
• Huber Thorsten
• Diener Rene
• Kloppenburg Ernst
• Streichert Felix
• Ulmer Holger
• Angermaier Stefan

Classifications

• G06N7/01

  Probabilistic graphical models, e.g. probabilistic networks · CPC title

• G06F30/30 Primary

  Circuit design · CPC title

• G06F30/20

  Design optimisation, verification or simulation (optimisation, verification or simulation of circuit designs G06F30/30) · CPC title

• G05B13/04 Primary

  involving the use of models or simulators · CPC title

• G05B17/00 Primary

  Systems involving the use of models or simulators of said systems (G05B13/00, G05B15/00, G05B19/00 take precedence) · CPC title