Title:
最適化パラメータセットを用いた技術システムの製造または制御
Document Type and Number:
Japanese Patent JP7439289
Kind Code:
B2
Abstract:
This invention relates to a computer-implemented method for manufacturing or controlling a technical system, comprising the method steps:(a) inputting (S1) a sample of parameter sets suitable for manufacturing or controlling the technical system, with a feasibility identifier assigned to each of the parameter sets, wherein the feasibility identifier marks each parameter set either as technically feasible or technically non-feasible or erroneous in terms of manufacturing or controlling the technical system,(b) generating (S2) a computerized surrogate model for the technical system based on the respective parameter sets of the sample, which are marked as technically feasible, by means of a regression method,(c) determining (S3) an optimized parameter set based on the surrogate model by means of a computerized optimization method,and(d) outputting (S4) the optimized parameter set for manufacturing or controlling the technical system.
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Inventors:
Hert, Harald
Smirnoff, Dennis
Shrivastava, Sanjeev
Shia, Wei
Zhou, Iain
Smirnoff, Dennis
Shrivastava, Sanjeev
Shia, Wei
Zhou, Iain
Application Number:
JP2022552402A
Publication Date:
February 27, 2024
Filing Date:
March 03, 2021
Export Citation:
Assignee:
Siemens Aktiengesellschaft
International Classes:
G05B13/04; G05B13/02; G06F8/35
Domestic Patent References:
| JP2019138542A | ||||
| JP2018109876A | ||||
| JP2018180759A | ||||
| JP201562102A | ||||
| JP2019159675A |
Foreign References:
| US20170205809 |
Attorney, Agent or Firm:
Yamaguchi & Takemoto Intellectual Property Office
Iwao Yamaguchi
Hiroshi Yamamoto
Mina Takemoto
Iwao Yamaguchi
Hiroshi Yamamoto
Mina Takemoto