Method and device for creating a data-based function model

Method and device for creating a data-based function model

  • CN 104,102,129 A
  • Filed: 04/09/2014
  • Published: 10/15/2014
  • Est. Priority Date: 04/10/2013
  • Status: Active Application
First Claim
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1. for creating function model, the especially method for Gaussian process model based on data, there is the following step:

  • -provide (S1) from the first training data group determine the Part I model based on data;

    -(S2) one or more other training data groups are provided;

    Wherein for the each execution the following step in provided other data group;

    Utilize training data to determine (S3) difference training data group, described difference training data group is poor corresponding to the output valve of related other training data group and following functional value, and described functional value is the Part I model based on data and one or more department patterns based on data in addition of determining the before partial function value in each measurement point of related other training data group the functional value of sum;

    From described difference training data group, determine (S4) other department pattern based on data;

    And-form (S5) Part I model and determined other department pattern sum based on data based on data, to obtain this function model based on data.

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